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@@ -0,0 +1,110 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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+<div class="contents">
+<h1><a class="anchor" name="mexfiles">How to write and use mex files for Matlab </a></h1><h2><a class="anchor" name="use">
+Howto use predefined mexfiles</a></h2>
+A range of mexfiles is predefined in directory <code>library/mex</code>. Many of these mexfile process ui files (see <a class="el" href="ui.html">User Infos and their use</a>) examples of these files are in directory <code>library/tutorial</code>. Note that in order to run these files you need to let matlab know where to find them: <div class="fragment"><pre class="fragment">&gt;&gt; addpath path_to_bdm/library/mex
+</pre></div><p>
+Then, you can go to <code>library/tutorial</code> and run e.g. <code>arx_test_mex</code>.<h2><a class="anchor" name="write">
+Howto write custom mex file</a></h2>
+Due to special nature of the mex files, the mex file can be split in three parts: <ul>
+<li>input conversion, where input arguments are converted to IT++ structures, </li>
+<li>main body of algorithm, where any C++ bdm constructions can be used, </li>
+<li>output conversion, where resulting IT++ structures are converted to mxArrays.</li>
+</ul>
+The first and the third part is achieved using prepared IT++ routines, see IT++ documentation.<p>
+Script <code></code>./buildmex is prepared to compile and link the mexfile with bdm. <div class="fragment"><pre class="fragment">$ ./buildmex.sh my_mex_file.cpp
+</pre></div> on Linux, or <div class="fragment"><pre class="fragment">$ ./buildmex.bat my_mex_file.cpp
+</pre></div> on Windows.<p>
+Example of a mexfile: <div class="fragment"><pre class="fragment"><span class="preprocessor">#include &lt;itpp/itmex.h&gt;</span>
+<span class="preprocessor">#include &lt;<a class="code" href="arx_8h.html" title="Bayesian Filtering for generalized autoregressive (ARX) model.">estim/arx.h</a>&gt;</span>
+
+<span class="keyword">using namespace </span>bdm;
+
+<span class="keywordtype">void</span> mexFunction(<span class="keywordtype">int</span> n_output, mxArray *output[], <span class="keywordtype">int</span> n_input, <span class="keyword">const</span> mxArray *input[])
+{
+    <span class="comment">// Check the number of inputs and output arguments</span>
+        <span class="keywordflow">if</span>(n_output!=1) mexErrMsgTxt(<span class="stringliteral">"Wrong number of output variables!"</span>);
+        <span class="keywordflow">if</span>(n_input!=2) mexErrMsgTxt(<span class="stringliteral">"Usage: arx1d(ysize, Data)!"</span>);
+
+    <span class="comment">// Convert input variables to IT++ format</span>
+        <span class="keywordtype">int</span> ysize = mxArray2int(input[0]);
+        mat Data = mxArray2mat(input[1]);
+
+    <span class="comment">// ------------------ Start of routine ---------------------------</span>
+        ARX Ar;
+        Ar.set_statistics(ysize, 1e-5*eye(Data.rows()) );
+        Ar.bayesB(Data);
+        <span class="comment">// ------------------ End of routine -----------------------------</span>
+
+    <span class="comment">// Create output vectors</span>
+        output[0] = mxCreateDoubleMatrix(1,Data.rows(), mxREAL);
+
+    <span class="comment">// Convert the IT++ format to Matlab format for output</span>
+        vec2mxArray(Ar.posterior().mean(), output[0]);
+}
+</pre></div> </div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/libEF_8h-source.html
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--- doc/html/libEF_8h-source.html (revision 271)
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@@ -676,5 +676,5 @@
 <a name="l00874"></a>00874 <span class="preprocessor">#endif //EF_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIARX.html
===================================================================
--- doc/html/classUIARX.html (revision 271)
+++ doc/html/classUIARX.html (revision 275)
@@ -119,5 +119,5 @@
 <li><a class="el" href="arx__ui_8h-source.html">arx_ui.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:31 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x74.html
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--- doc/html/functions_0x74.html (revision 271)
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@@ -121,5 +121,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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@@ -86,5 +86,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/loggers__ui_8h-source.html
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--- doc/html/loggers__ui_8h-source.html (revision 271)
+++ doc/html/loggers__ui_8h-source.html (revision 275)
@@ -100,5 +100,5 @@
 <a name="l00077"></a>00077 <span class="preprocessor">#endif // LGR_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1ARX.html
===================================================================
--- doc/html/classbdm_1_1ARX.html (revision 271)
+++ doc/html/classbdm_1_1ARX.html (revision 275)
@@ -88,8 +88,8 @@
 <p>
 Regression of the following kind: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ y_t = \theta_1 \psi_1 + \theta_2 + \psi_2 +\ldots + \theta_n \psi_n + r e_t \]" src="form_61.png">
-<p>
- where unknown parameters <code>rv</code> are <img class="formulaInl" alt="$[\theta r]$" src="form_51.png">, regression vector <img class="formulaInl" alt="$\psi=\psi(y_{1:t},u_{1:t})$" src="form_52.png"> is a known function of past outputs and exogeneous variables <img class="formulaInl" alt="$u_t$" src="form_53.png">. Distrubances <img class="formulaInl" alt="$e_t$" src="form_54.png"> are supposed to be normally distributed: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ e_t \sim \mathcal{N}(0,1). \]" src="form_62.png">
+<img class="formulaDsp" alt="\[ y_t = \theta_1 \psi_1 + \theta_2 + \psi_2 +\ldots + \theta_n \psi_n + r e_t \]" src="form_0.png">
+<p>
+ where unknown parameters <code>rv</code> are <img class="formulaInl" alt="$[\theta r]$" src="form_1.png">, regression vector <img class="formulaInl" alt="$\psi=\psi(y_{1:t},u_{1:t})$" src="form_2.png"> is a known function of past outputs and exogeneous variables <img class="formulaInl" alt="$u_t$" src="form_3.png">. Distrubances <img class="formulaInl" alt="$e_t$" src="form_4.png"> are supposed to be normally distributed: <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ e_t \sim \mathcal{N}(0,1). \]" src="form_5.png">
 <p>
 <p>
@@ -140,5 +140,5 @@
 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ARX.html#17e7fe14654ab3c449846c3f43e66169">bayes</a> (const vec &amp;dt, const double w)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted Bayes <img class="formulaInl" alt="$ dt = [y_t psi_t] $" src="form_119.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted Bayes <img class="formulaInl" alt="$ dt = [y_t psi_t] $" src="form_8.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ARX.html#8bdf2974052e8ce74eb0d4f3791c58a3">bayes</a> (const vec &amp;dt)</td></tr>
 
@@ -213,5 +213,5 @@
 <a class="el" href="classbdm_1_1egiw.html">egiw</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ARX.html#11474a627367f81b76830cb8477cf026">est</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Posterior estimate of <img class="formulaInl" alt="$\theta,r$" src="form_57.png"> in the form of Normal-inverse Wishart density. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Posterior estimate of <img class="formulaInl" alt="$\theta,r$" src="form_7.png"> in the form of Normal-inverse Wishart density. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="de5b7d83ff5d3f5af2f80068db0abdfd"></a><!-- doxytag: member="bdm::ARX::V" ref="de5b7d83ff5d3f5af2f80068db0abdfd" args="" -->
 <a class="el" href="classldmat.html">ldmat</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ARX.html#de5b7d83ff5d3f5af2f80068db0abdfd">V</a></td></tr>
@@ -386,5 +386,5 @@
 
 <p>
-description of modelled data <img class="formulaInl" alt="$ y_t $" src="form_118.png"> in the likelihood function Do NOT access directly, only via <code>get_yrv()</code>. 
+description of modelled data <img class="formulaInl" alt="$ y_t $" src="form_6.png"> in the likelihood function Do NOT access directly, only via <code>get_yrv()</code>. 
 </div>
 </div><p>
@@ -392,5 +392,5 @@
 <li><a class="el" href="arx_8h-source.html">arx.h</a><li>bdm/estim/arx.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:33 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x65.html
===================================================================
--- doc/html/functions_func_0x65.html (revision 271)
+++ doc/html/functions_func_0x65.html (revision 275)
@@ -160,5 +160,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIARX-members.html
===================================================================
--- doc/html/classUIARX-members.html (revision 271)
+++ doc/html/classUIARX-members.html (revision 275)
@@ -76,5 +76,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1UIbuilder.html#c75103dd58395644e80f1eea886c656b">UIbuilder</a>(const string &amp;typ)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:31 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1DS.html
===================================================================
--- doc/html/classbdm_1_1DS.html (revision 271)
+++ doc/html/classbdm_1_1DS.html (revision 275)
@@ -113,5 +113,5 @@
 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#9a14c64d881e838ddc3a5617ee8a973b">step</a> ()=0</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_110.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_111.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_47.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_48.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3c9e417d85052396fe74c164857ee67e"></a><!-- doxytag: member="bdm::DS::log_add" ref="3c9e417d85052396fe74c164857ee67e" args="(logger &amp;L)" -->
 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1DS.html#3c9e417d85052396fe74c164857ee67e">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr>
@@ -156,5 +156,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:47 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:41 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eDirich.html
===================================================================
--- doc/html/classbdm_1_1eDirich.html (revision 271)
+++ doc/html/classbdm_1_1eDirich.html (revision 275)
@@ -87,8 +87,8 @@
 Dirichlet posterior density. 
 <p>
-Continuous Dirichlet density of <img class="formulaInl" alt="$n$" src="form_73.png">-dimensional variable <img class="formulaInl" alt="$x$" src="form_28.png"> <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(x|\beta) = \frac{\Gamma[\gamma]}{\prod_{i=1}^{n}\Gamma(\beta_i)} \prod_{i=1}^{n}x_i^{\beta_i-1} \]" src="form_76.png">
-<p>
- where <img class="formulaInl" alt="$\gamma=\sum_i \beta_i$" src="form_77.png">. <table border="0" cellpadding="0" cellspacing="0">
+Continuous Dirichlet density of <img class="formulaInl" alt="$n$" src="form_56.png">-dimensional variable <img class="formulaInl" alt="$x$" src="form_28.png"> <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ f(x|\beta) = \frac{\Gamma[\gamma]}{\prod_{i=1}^{n}\Gamma(\beta_i)} \prod_{i=1}^{n}x_i^{\beta_i-1} \]" src="form_57.png">
+<p>
+ where <img class="formulaInl" alt="$\gamma=\sum_i \beta_i$" src="form_58.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -96,5 +96,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html#3290613d31d58daa8a45a54b003871fc">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cb343355ec791298bb5a3404cd482fb6"></a><!-- doxytag: member="bdm::eDirich::mean" ref="cb343355ec791298bb5a3404cd482fb6" args="() const " -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html#cb343355ec791298bb5a3404cd482fb6">mean</a> () const </td></tr>
@@ -112,5 +112,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html#279a99f6266c82fe2273e83841f19eb2">lognc</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_60.png"> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_74.png"> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="175e0add26d2105c28d8121eefb9e324"></a><!-- doxytag: member="bdm::eDirich::_beta" ref="175e0add26d2105c28d8121eefb9e324" args="()" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html#175e0add26d2105c28d8121eefb9e324">_beta</a> ()</td></tr>
@@ -163,5 +163,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::eDirich::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -216,5 +216,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:51 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:44 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFfull-members.html
===================================================================
--- doc/html/classbdm_1_1EKFfull-members.html (revision 271)
+++ doc/html/classbdm_1_1EKFfull-members.html (revision 275)
@@ -113,5 +113,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:35 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:33 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x6b.html
===================================================================
--- doc/html/functions_0x6b.html (revision 271)
+++ doc/html/functions_0x6b.html (revision 275)
@@ -122,5 +122,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1multiBM-members.html
===================================================================
--- doc/html/classbdm_1_1multiBM-members.html (revision 271)
+++ doc/html/classbdm_1_1multiBM-members.html (revision 275)
@@ -103,5 +103,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:52 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:44 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFCh__unQ.html
===================================================================
--- doc/html/classbdm_1_1EKFCh__unQ.html (revision 271)
+++ doc/html/classbdm_1_1EKFCh__unQ.html (revision 275)
@@ -155,5 +155,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKFCh_unQ::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -332,5 +332,5 @@
 <li><a class="el" href="ekf__templ_8h-source.html">ekf_templ.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:33 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classfsqmat.html
===================================================================
--- doc/html/classfsqmat.html (revision 271)
+++ doc/html/classfsqmat.html (revision 275)
@@ -370,5 +370,5 @@
 <li><a class="el" href="libDC_8h-source.html">libDC.h</a><li>libDC.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:29 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:28 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/chmat_8h.html
===================================================================
--- doc/html/chmat_8h.html (revision 271)
+++ doc/html/chmat_8h.html (revision 275)
@@ -77,5 +77,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/emix_8h.html
===================================================================
--- doc/html/emix_8h.html (revision 271)
+++ doc/html/emix_8h.html (revision 275)
@@ -79,7 +79,7 @@
 
 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_79.png">
+<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_35.png">
 <p>
- where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_80.png">.  <a href="classbdm_1_1mratio.html#_details">More...</a><br></td></tr>
+ where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_36.png">.  <a href="classbdm_1_1mratio.html#_details">More...</a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1emix.html">bdm::emix</a></td></tr>
 
@@ -96,5 +96,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFCh__cond-members.html
===================================================================
--- doc/html/classbdm_1_1EKFCh__cond-members.html (revision 271)
+++ doc/html/classbdm_1_1EKFCh__cond-members.html (revision 275)
@@ -127,5 +127,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1BMcond.html#7d68d46cfcc36f9cc07a15a5403b5a1a">~BMcond</a>()</td><td><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:34 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1UIbuilder-members.html
===================================================================
--- doc/html/classbdm_1_1UIbuilder-members.html (revision 271)
+++ doc/html/classbdm_1_1UIbuilder-members.html (revision 275)
@@ -75,5 +75,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1UIbuilder.html#c75103dd58395644e80f1eea886c656b">UIbuilder</a>(const string &amp;typ)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1diffbifn-members.html
===================================================================
--- doc/html/classbdm_1_1diffbifn-members.html (revision 271)
+++ doc/html/classbdm_1_1diffbifn-members.html (revision 275)
@@ -85,5 +85,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:57 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/inline_dotgraph_2.dot
===================================================================
--- doc/html/inline_dotgraph_2.dot (revision 275)
+++ doc/html/inline_dotgraph_2.dot (revision 275)
@@ -0,0 +1,27 @@
+ 
+digraph datalink {
+rankdir=LR;
+subgraph cluster0 {
+node [shape=record];
+label = "RV_MAP \n std::map<string,int>";
+map [label="{{\"a\"| \"b\" | \"c\"} | {<3> 3 |<1> 1|<2> 2}}"];
+color = "white"
+}
+subgraph cluster1{
+node [shape=record];
+label = "RV_NAMES";
+names [label="{<1> \"b\" | <2> \"c\" | <3>\"a\" }"];
+color = "white"
+}
+subgraph cluster2{
+node [shape=record];
+label = "RV_SIZES";
+labelloc = b;
+sizes [label="{<1>1 |<2> 4 |<3> 1}"];
+color = "white"
+}
+map:1 -> names:1;
+map:1 -> sizes:1;
+map:3 -> names:3;
+map:3 -> sizes:3;
+}
Index: doc/html/ui.html
===================================================================
--- doc/html/ui.html (revision 275)
+++ doc/html/ui.html (revision 275)
@@ -0,0 +1,79 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: User Infos and their use</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
+  var num=this.id.replace(/[^[0-9]/g,'');
+  var button=this.firstChild;
+  var sectionDiv=document.getElementById('dynsection'+num);
+  if (sectionDiv.style.display=='none'||sectionDiv.style.display==''){
+    sectionDiv.style.display='block';
+    button.src='open.gif';
+  }else{
+    sectionDiv.style.display='none';
+    button.src='closed.gif';
+  }
+}
+function initDynSections(){
+  var divs=document.getElementsByTagName('div');
+  var sectionCounter=1;
+  for(var i=0;i<divs.length-1;i++){
+    if(divs[i].className=='dynheader'&&divs[i+1].className=='dynsection'){
+      var header=divs[i];
+      var section=divs[i+1];
+      var button=header.firstChild;
+      if (button!='IMG'){
+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
+        divs[i].insertBefore(button,divs[i].firstChild);
+      }
+      header.style.cursor='pointer';
+      header.onclick=changeDisplayState;
+      header.id='dynheader'+sectionCounter;
+      button.src='closed.gif';
+      section.id='dynsection'+sectionCounter;
+      section.style.display='none';
+      section.style.marginLeft='14px';
+      sectionCounter++;
+    }
+  }
+}
+window.onload = initDynSections;
+-->
+</script>
+<div class="navigation" id="top">
+  <div class="tabs">
+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="navpath"><a class="el" href="manual.html">User Manual</a>
+  </div>
+</div>
+<div class="contents">
+<h1><a class="anchor" name="ui">User Infos and their use </a></h1>For easier interaction with users, experiments can be configured via structures called User Info. These structures contain information about details of the experiment that is to be performed. Since experiments involve the use of basic BDM classes and their compositions, the experiment description is also hierarchical with specific user info for each object or class.<p>
+The User Infos are designed using customized version of the libconfig library (link!). It is specialized for BDM so as to recognize basic mathematical objects, such as vectors and matrices, see ... for details.<p>
+(Technically it can be made compatible with matlab structures!)<p>
+For example a simple experiment can be configures in a following way: <div class="fragment"><pre class="fragment">ndat = 100;                <span class="comment">//number of data points</span>
+prior = {type=<span class="stringliteral">"enorm"</span>;
+        mu = [1, 2, 3];
+        R = [1, 0, 0,
+             0, 1, 0,
+             0, 0, 1];
+};
+</pre></div> Exact meaning of root fields in this structure (i.e. ndat and prior) is defined by the application (or mex file) that is using this configuration file. It will look for expected fields and it will ignore any other structures. When it does not find what it is looking for, it terminates with an appropriate error message.<p>
+A structure with field <code>type="identifier"</code> is special. Such a structure will be parsed by an appropriate class <a class="el" href="classbdm_1_1UIbuilder.html" title="Builds computational object from a UserInfo structure.">bdm::UIbuilder</a> which will construct the desired object, in this instance of an object of the class <a class="el" href="classbdm_1_1enorm.html" title="Gaussian density with positive definite (decomposed) covariance matrix.">bdm::enorm</a>. For a detailed example how this mechanism works in practice see <a class="el" href="arx_ui.html">Running experiment <code>estimator</code> with ARX data fields</a>. </div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/classbdm_1_1mepdf-members.html
===================================================================
--- doc/html/classbdm_1_1mepdf-members.html (revision 271)
+++ doc/html/classbdm_1_1mepdf-members.html (revision 275)
@@ -90,5 +90,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:47 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mgamma-members.html
===================================================================
--- doc/html/classbdm_1_1mgamma-members.html (revision 271)
+++ doc/html/classbdm_1_1mgamma-members.html (revision 275)
@@ -95,5 +95,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:54 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/tutorial.html
===================================================================
--- doc/html/tutorial.html (revision 271)
+++ doc/html/tutorial.html (revision 275)
@@ -67,5 +67,5 @@
 <li>To be done... </li></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1fnc.html
===================================================================
--- doc/html/classbdm_1_1fnc.html (revision 271)
+++ doc/html/classbdm_1_1fnc.html (revision 275)
@@ -87,5 +87,5 @@
 <p>
 <a href="classbdm_1_1fnc-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
-Class representing function <img class="formulaInl" alt="$f(x)$" src="form_35.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code>. <table border="0" cellpadding="0" cellspacing="0">
+Class representing function <img class="formulaInl" alt="$f(x)$" src="form_39.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code>. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -97,5 +97,5 @@
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1fnc.html#6277b11d7fffc7ef8a2fa3e84ae5bad4">eval</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">function evaluates numerical value of <img class="formulaInl" alt="$f(x)$" src="form_35.png"> at <img class="formulaInl" alt="$x=$" src="form_37.png"> <code>cond</code> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">function evaluates numerical value of <img class="formulaInl" alt="$f(x)$" src="form_39.png"> at <img class="formulaInl" alt="$x=$" src="form_41.png"> <code>cond</code> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0786e40fade2663a70d654c1dda5d73e"></a><!-- doxytag: member="bdm::fnc::condition" ref="0786e40fade2663a70d654c1dda5d73e" args="(const vec &amp;val)" -->
 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1fnc.html#0786e40fade2663a70d654c1dda5d73e">condition</a> (const vec &amp;val)</td></tr>
@@ -115,5 +115,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:43 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:38 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1memlog.html
===================================================================
--- doc/html/classbdm_1_1memlog.html (revision 271)
+++ doc/html/classbdm_1_1memlog.html (revision 275)
@@ -175,5 +175,5 @@
 <li><a class="el" href="loggers_8h-source.html">loggers.h</a><li>loggers.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:57 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x75.html
===================================================================
--- doc/html/functions_0x75.html (revision 271)
+++ doc/html/functions_0x75.html (revision 275)
@@ -117,5 +117,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classes.html
===================================================================
--- doc/html/classes.html (revision 271)
+++ doc/html/classes.html (revision 275)
@@ -84,5 +84,5 @@
 </td><td><a class="el" href="classbdm_1_1mmix.html">mmix</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classUIdirfilelog.html">UIdirfilelog</a>&nbsp;&nbsp;&nbsp;</td></tr><tr><td><a class="el" href="classbdm_1_1datalink.html">datalink</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1EKFful__unQR.html">EKFful_unQR</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classldmat.html">ldmat</a>&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1mpdf.html">mpdf</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classUIrv.html">UIrv</a>&nbsp;&nbsp;&nbsp;</td></tr><tr><td><a class="el" href="classbdm_1_1datalink__m2e.html">datalink_m2e</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1EKFfull.html">EKFfull</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1linfn.html">linfn</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1MPF.html">MPF</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classUIstateDS.html">UIstateDS</a>&nbsp;&nbsp;&nbsp;</td></tr><tr><td><a class="el" href="classbdm_1_1datalink__m2m.html">datalink_m2m</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1emix.html">emix</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1logger.html">logger</a> (bdm)&nbsp;&nbsp;&nbsp;</td><td><a class="el" href="classbdm_1_1mprod.html">mprod</a> (bdm)&nbsp;&nbsp;&nbsp;</td></tr></table><p><div class="qindex"><a class="qindex" href="#letter_A">A</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_B">B</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_C">C</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_D">D</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_E">E</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_F">F</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_K">K</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_L">L</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_M">M</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_P">P</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_R">R</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_S">S</a>&nbsp;|&nbsp;<a class="qindex" href="#letter_U">U</a></div><p>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eEF-members.html
===================================================================
--- doc/html/classbdm_1_1eEF-members.html (revision 271)
+++ doc/html/classbdm_1_1eEF-members.html (revision 275)
@@ -94,5 +94,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:49 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x66.html
===================================================================
--- doc/html/functions_func_0x66.html (revision 271)
+++ doc/html/functions_func_0x66.html (revision 275)
@@ -120,5 +120,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1merger-members.html
===================================================================
--- doc/html/classbdm_1_1merger-members.html (revision 271)
+++ doc/html/classbdm_1_1merger-members.html (revision 275)
@@ -111,5 +111,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1merger.html#febef179bb5e074ae6e34d15b4596273">~merger</a>()</td><td><a class="el" href="classbdm_1_1merger.html">bdm::merger</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:39 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:35 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1ArxDS.html
===================================================================
--- doc/html/classbdm_1_1ArxDS.html (revision 271)
+++ doc/html/classbdm_1_1ArxDS.html (revision 275)
@@ -106,5 +106,5 @@
 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#57dfa26b23cc03d53b123fa7e0474b19">step</a> ()</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_110.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_111.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_47.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_48.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c8b418677a48041adacac8e8e9c9849"></a><!-- doxytag: member="bdm::ArxDS::ArxDS" ref="7c8b418677a48041adacac8e8e9c9849" args="()" -->
 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#7c8b418677a48041adacac8e8e9c9849">ArxDS</a> ()</td></tr>
@@ -147,5 +147,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#a11a3f3fbeea1d17b66b073017964597">H</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">History, ordered as <img class="formulaInl" alt="$[y_t, u_t, y_{t-1 }, u_{t-1}, \ldots]$" src="form_103.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">History, ordered as <img class="formulaInl" alt="$[y_t, u_t, y_{t-1 }, u_{t-1}, \ldots]$" src="form_51.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="392b87be85675cb3d55fa4953d671bb5"></a><!-- doxytag: member="bdm::ArxDS::U" ref="392b87be85675cb3d55fa4953d671bb5" args="" -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1ArxDS.html#392b87be85675cb3d55fa4953d671bb5">U</a></td></tr>
@@ -203,5 +203,5 @@
 <li><a class="el" href="libDS_8h-source.html">libDS.h</a><li>libDS.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:49 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:42 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1datalink__m2m-members.html
===================================================================
--- doc/html/classbdm_1_1datalink__m2m-members.html (revision 271)
+++ doc/html/classbdm_1_1datalink__m2m-members.html (revision 275)
@@ -87,5 +87,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb">v2v_up</a></td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [protected]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:46 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1egiw.html
===================================================================
--- doc/html/classbdm_1_1egiw.html (revision 271)
+++ doc/html/classbdm_1_1egiw.html (revision 275)
@@ -87,5 +87,5 @@
 Gauss-inverse-Wishart density stored in LD form. 
 <p>
-For <img class="formulaInl" alt="$p$" src="form_42.png">-variate densities, given rv.count() should be <img class="formulaInl" alt="$p\times$" src="form_72.png"> V.rows(). <table border="0" cellpadding="0" cellspacing="0">
+For <img class="formulaInl" alt="$p$" src="form_54.png">-variate densities, given rv.count() should be <img class="formulaInl" alt="$p\times$" src="form_55.png"> V.rows(). <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -93,5 +93,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#920f21548b7a3723923dd108fe514c61">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="df70c05f918c3a6f86d60f10c1fd6ba2"></a><!-- doxytag: member="bdm::egiw::mean" ref="df70c05f918c3a6f86d60f10c1fd6ba2" args="() const " -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#df70c05f918c3a6f86d60f10c1fd6ba2">mean</a> () const </td></tr>
@@ -112,5 +112,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#41d72ba7b2abc8a9a4209ffa98ed5633">lognc</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_60.png"> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_74.png"> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8e610e95401a11baf34f65e16ecd87be"></a><!-- doxytag: member="bdm::egiw::pow" ref="8e610e95401a11baf34f65e16ecd87be" args="(double p)" -->
 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#8e610e95401a11baf34f65e16ecd87be">pow</a> (double p)</td></tr>
@@ -169,5 +169,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::egiw::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -230,5 +230,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a><li>libEF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:51 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:44 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x6c.html
===================================================================
--- doc/html/functions_0x6c.html (revision 271)
+++ doc/html/functions_0x6c.html (revision 275)
@@ -165,5 +165,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1migamma.html
===================================================================
--- doc/html/classbdm_1_1migamma.html (revision 271)
+++ doc/html/classbdm_1_1migamma.html (revision 275)
@@ -88,6 +88,6 @@
 Inverse-Gamma random walk. 
 <p>
-Mean value, <img class="formulaInl" alt="$ \mu $" src="form_113.png">, of this density is given by <code>rvc</code> . Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$ k $" src="form_114.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$ \alpha=\mu/k^2+2 $" src="form_115.png"> and <img class="formulaInl" alt="$ \beta=\mu(\alpha-1)$" src="form_116.png">.<p>
-The standard deviation of the walk is then: <img class="formulaInl" alt="$ \mu/\sqrt(k)$" src="form_117.png">. <table border="0" cellpadding="0" cellspacing="0">
+Mean value, <img class="formulaInl" alt="$ \mu $" src="form_67.png">, of this density is given by <code>rvc</code> . Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$ k $" src="form_68.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$ \alpha=\mu/k^2+2 $" src="form_69.png"> and <img class="formulaInl" alt="$ \beta=\mu(\alpha-1)$" src="form_70.png">.<p>
+The standard deviation of the walk is then: <img class="formulaInl" alt="$ \mu/\sqrt(k)$" src="form_71.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -110,5 +110,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -159,5 +159,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html#dc56bc9da542e0103ec16b9be8e5e38c">k</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_41.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_63.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c9847093da59a9ba0ebb68d2c592f5dc"></a><!-- doxytag: member="bdm::migamma::_alpha" ref="c9847093da59a9ba0ebb68d2c592f5dc" args="" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html#c9847093da59a9ba0ebb68d2c592f5dc">_alpha</a></td></tr>
@@ -199,5 +199,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -245,5 +245,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -258,5 +258,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:54 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libFN_8h-source.html
===================================================================
--- doc/html/libFN_8h-source.html (revision 271)
+++ doc/html/libFN_8h-source.html (revision 275)
@@ -154,5 +154,5 @@
 <a name="l00135"></a>00135 <span class="preprocessor">#endif // FN_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/intro.html
===================================================================
--- doc/html/intro.html (revision 271)
+++ doc/html/intro.html (revision 275)
@@ -88,5 +88,5 @@
 </pre></div> Off-line estimation is implemented by method <div class="fragment"><pre class="fragment"> <span class="keywordtype">void</span> bayesB(mat D)
 </pre></div><p>
-As an intermediate product, the bayes rule computes marginal likelihood of the data records <img class="formulaInl" alt="$ f(D) $" src="form_86.png">. Numerical value of this quantity which is important e.g. for model selection can be obtained by calling method <code>_ll()</code>.<h2><a class="anchor" name="epdf">
+As an intermediate product, the bayes rule computes marginal likelihood of the data records <img class="formulaInl" alt="$ f(D) $" src="form_87.png">. Numerical value of this quantity which is important e.g. for model selection can be obtained by calling method <code>_ll()</code>.<h2><a class="anchor" name="epdf">
 Getting results from BM</a></h2>
 Class <code>BM</code> offers several ways how to obtain results: <ul>
@@ -111,9 +111,9 @@
 The former class is an extension of mpdf that allows conditioning on a symbolic variable. Hence, when numerical results - such as samples - are required, numericla values of the condition must be provided. The names of methods of the <code>epdf</code> are used extended by suffix <code>cond</code>, i.e. <code>samplecond()</code>, <code>evallogcond()</code>, where <code>cond</code> precedes matrix estension, i.e. <code>samplecond_m()</code> and <code>evallogcond_m()</code>.<p>
 The latter class is used to identify how symbolic variables are to be combined together. For example, consider the task of composition of pdfs via the chain rule: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(a,b,c) = f(a|b,c) f(b) f(c) \]" src="form_89.png">
+<img class="formulaDsp" alt="\[ f(a,b,c) = f(a|b,c) f(b) f(c) \]" src="form_88.png">
 <p>
- In our setup, <img class="formulaInl" alt="$ f(a|b,c) $" src="form_90.png"> is represented by an <code>mpdf</code> while <img class="formulaInl" alt="$ f(b) $" src="form_91.png"> and <img class="formulaInl" alt="$ f(c) $" src="form_92.png"> by two <code>epdfs</code>. We need to distinguish the latter two from each other and to deside in which order they should be added to the mpdf. This distinction is facilitated by the class <code>RV</code> which uniquely identify a random varibale.<p>
+ In our setup, <img class="formulaInl" alt="$ f(a|b,c) $" src="form_89.png"> is represented by an <code>mpdf</code> while <img class="formulaInl" alt="$ f(b) $" src="form_90.png"> and <img class="formulaInl" alt="$ f(c) $" src="form_91.png"> by two <code>epdfs</code>. We need to distinguish the latter two from each other and to deside in which order they should be added to the mpdf. This distinction is facilitated by the class <code>RV</code> which uniquely identify a random varibale.<p>
 Therefore, each pdf keeps record on which RVs it represents; <code>epdf</code> needs to know only one <code>RV</code> stored in the attribute <code>rv</code>; <code>mpdf</code> needs to keep two <code>RVs</code>, one for variable on which it is defined (<code>rv</code>) and one for variable incondition which is stored in attribute <code>rvc</code>. </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mratio-members.html
===================================================================
--- doc/html/classbdm_1_1mratio-members.html (revision 271)
+++ doc/html/classbdm_1_1mratio-members.html (revision 275)
@@ -96,5 +96,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1mratio.html#c0cc0b25dbdc54751466616655454c5c">~mratio</a>()</td><td><a class="el" href="classbdm_1_1mratio.html">bdm::mratio</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:40 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:35 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eigamma-members.html
===================================================================
--- doc/html/classbdm_1_1eigamma-members.html (revision 271)
+++ doc/html/classbdm_1_1eigamma-members.html (revision 275)
@@ -102,5 +102,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:52 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:45 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1BMEF-members.html
===================================================================
--- doc/html/classbdm_1_1BMEF-members.html (revision 271)
+++ doc/html/classbdm_1_1BMEF-members.html (revision 275)
@@ -97,5 +97,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:50 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/inline_dotgraph_3.dot
===================================================================
--- doc/html/inline_dotgraph_3.dot (revision 275)
+++ doc/html/inline_dotgraph_3.dot (revision 275)
@@ -0,0 +1,18 @@
+ 
+digraph datalink {
+	node [shape=record];
+	subgraph cluster0 {
+		label = "Up";
+    	up [label="<1>|<2>|<3>|<4>|<5>"];
+		color = "white"
+}
+	subgraph cluster1{
+		label = "Down";
+		labelloc = b;
+    	down [label="<1>|<2>|<3>"];
+		color = "white"
+}
+    up:1 -> down:1;
+    up:3 -> down:2;
+    up:5 -> down:3;
+}
Index: doc/html/classbdm_1_1PF.html
===================================================================
--- doc/html/classbdm_1_1PF.html (revision 271)
+++ doc/html/classbdm_1_1PF.html (revision 275)
@@ -129,5 +129,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::PF::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -303,5 +303,5 @@
 <li><a class="el" href="libPF_8h-source.html">libPF.h</a><li>libPF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:38 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1migamma__fix.html
===================================================================
--- doc/html/classbdm_1_1migamma__fix.html (revision 271)
+++ doc/html/classbdm_1_1migamma__fix.html (revision 275)
@@ -88,10 +88,10 @@
 Inverse-Gamma random walk around a fixed point. 
 <p>
-Mean value, <img class="formulaInl" alt="$\mu$" src="form_14.png">, of this density is given by a geometric combination of <code>rvc</code> and given fixed point, <img class="formulaInl" alt="$p$" src="form_42.png">. <img class="formulaInl" alt="$l$" src="form_43.png"> is the coefficient of the geometric combimation <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ \mu = \mu_{t-1} ^{l} p^{1-l}\]" src="form_18.png">
-<p>
-<p>
-==== Check == vv = Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_41.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_11.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_12.png">.<p>
-The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_13.png">. <table border="0" cellpadding="0" cellspacing="0">
+Mean value, <img class="formulaInl" alt="$\mu$" src="form_62.png">, of this density is given by a geometric combination of <code>rvc</code> and given fixed point, <img class="formulaInl" alt="$p$" src="form_54.png">. <img class="formulaInl" alt="$l$" src="form_72.png"> is the coefficient of the geometric combimation <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ \mu = \mu_{t-1} ^{l} p^{1-l}\]" src="form_73.png">
+<p>
+<p>
+==== Check == vv = Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_63.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_64.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_65.png">.<p>
+The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_66.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -115,5 +115,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -172,5 +172,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html#dc56bc9da542e0103ec16b9be8e5e38c">k</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_41.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_63.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c9847093da59a9ba0ebb68d2c592f5dc"></a><!-- doxytag: member="bdm::migamma_fix::_alpha" ref="c9847093da59a9ba0ebb68d2c592f5dc" args="" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html#c9847093da59a9ba0ebb68d2c592f5dc">_alpha</a></td></tr>
@@ -212,5 +212,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -258,5 +258,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -271,5 +271,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:55 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:47 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/pages.html
===================================================================
--- doc/html/pages.html (revision 271)
+++ doc/html/pages.html (revision 275)
@@ -68,5 +68,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:22 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1PF-members.html
===================================================================
--- doc/html/classbdm_1_1PF-members.html (revision 271)
+++ doc/html/classbdm_1_1PF-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:38 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1str-members.html
===================================================================
--- doc/html/classbdm_1_1str-members.html (revision 271)
+++ doc/html/classbdm_1_1str-members.html (revision 275)
@@ -72,5 +72,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1str.html#905dc0f240e40432c103708c4a34f80a">times</a></td><td><a class="el" href="classbdm_1_1str.html">bdm::str</a></td><td></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:42 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:37 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1migamma__fix-members.html
===================================================================
--- doc/html/classbdm_1_1migamma__fix-members.html (revision 271)
+++ doc/html/classbdm_1_1migamma__fix-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:55 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:47 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1DS-members.html
===================================================================
--- doc/html/classbdm_1_1DS-members.html (revision 271)
+++ doc/html/classbdm_1_1DS-members.html (revision 275)
@@ -86,5 +86,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:47 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:41 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eprod.html
===================================================================
--- doc/html/classbdm_1_1eprod.html (revision 271)
+++ doc/html/classbdm_1_1eprod.html (revision 275)
@@ -101,5 +101,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eprod.html#af48debea25d3473bcb71b6a77fac741">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a5a91e67d2f74ff2b0b8eecde2fa42e2"></a><!-- doxytag: member="bdm::eprod::evallog" ref="a5a91e67d2f74ff2b0b8eecde2fa42e2" args="(const vec &amp;val) const " -->
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eprod.html#a5a91e67d2f74ff2b0b8eecde2fa42e2">evallog</a> (const vec &amp;val) const </td></tr>
@@ -131,5 +131,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::eprod::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -184,5 +184,5 @@
 <li><a class="el" href="emix_8h-source.html">emix.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:41 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/main.html
===================================================================
--- doc/html/main.html (revision 275)
+++ doc/html/main.html (revision 275)
@@ -0,0 +1,92 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Bayesian Decision-Making toolbox for C++</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
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+  <div class="tabs">
+    <ul>
+      <li class="current"><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>Bayesian Decision-Making toolbox for C++</h1>
+<p>
+<h3 align="center">1 </h3><dl class="version" compact><dt><b>Version:</b></dt><dd>0.1</dd></dl>
+<dl class="author" compact><dt><b>Author:</b></dt><dd>Vaclav Smidl</dd></dl>
+BDM is a collection of methods for selected tasks of Bayesian decision-making, such as estimation, filtering and control.<h2><a class="anchor" name="Approach">
+Approach</a></h2>
+The toolbox is designed using two design criteria: <ul>
+<li>relation to mathematics, </li>
+<li>efficient evaluation, while the first one is more important than the latter.</li>
+</ul>
+Hence, each mathematical object such as probability density is represented by one software object. The resulting algorithms are then implemented as operations on these objects. In cases when more efficient solution can be achived when this structure is not respected, a parallel implementation is created and clearly marked as specific.<h2><a class="anchor" name="Methods">
+Methods</a></h2>
+At present we support the following methods: <ul>
+<li>Estimation: ARX models </li>
+<li>Filtering: Kalman filtering, Extended Kalman filters (EKF), Particle filters (PF), Marginalized Particle filters (MPF). </li>
+<li>Desing: None.</li>
+</ul>
+<h2><a class="anchor" name="Implementation">
+Implementation</a></h2>
+BDM is build on top of <code>IT++</code> which wraps numerically efficient operations of linear algebra into easy to use C++ classes. Thanks to this excellent library, writing of numerical algorithms is as easy as in Matlab but we gain significant advantages:<p>
+<ul>
+<li>computational speed comparable to built-in Matlab function, and surpassing interpreted Matlab in order of magnitudes, </li>
+<li>native support for object-oriented programming, </li>
+<li>support for templates which is often more appropriate than object-oriented programming, </li>
+<li>cross-platform compatibility. </li>
+</ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/arx__ui_8h.html
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--- doc/html/arx__ui_8h.html (revision 271)
+++ doc/html/arx__ui_8h.html (revision 275)
@@ -81,5 +81,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x76.html
===================================================================
--- doc/html/functions_0x76.html (revision 271)
+++ doc/html/functions_0x76.html (revision 275)
@@ -132,5 +132,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1UIbuilder.html
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--- doc/html/classbdm_1_1UIbuilder.html (revision 271)
+++ doc/html/classbdm_1_1UIbuilder.html (revision 275)
@@ -117,5 +117,5 @@
 <li><a class="el" href="uibuilder_8h-source.html">uibuilder.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mlnorm-members.html
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--- doc/html/classbdm_1_1mlnorm-members.html (revision 271)
+++ doc/html/classbdm_1_1mlnorm-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:53 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/mixef_8h-source.html
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--- doc/html/mixef_8h-source.html (revision 271)
+++ doc/html/mixef_8h-source.html (revision 275)
@@ -133,5 +133,5 @@
 <a name="l00121"></a>00121 
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x67.html
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--- doc/html/functions_func_0x67.html (revision 271)
+++ doc/html/functions_func_0x67.html (revision 275)
@@ -118,5 +118,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x61.html
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--- doc/html/functions_0x61.html (revision 271)
+++ doc/html/functions_0x61.html (revision 275)
@@ -122,5 +122,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libDS__ui_8h-source.html
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--- doc/html/libDS__ui_8h-source.html (revision 271)
+++ doc/html/libDS__ui_8h-source.html (revision 275)
@@ -110,5 +110,5 @@
 <a name="l00124"></a>00124 <span class="preprocessor">#endif // DS_UI_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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--- doc/html/modules.html (revision 271)
+++ doc/html/modules.html (revision 275)
@@ -120,5 +120,5 @@
 </html>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x6d.html
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--- doc/html/functions_0x6d.html (revision 271)
+++ doc/html/functions_0x6d.html (revision 275)
@@ -187,5 +187,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eEmp.html
===================================================================
--- doc/html/classbdm_1_1eEmp.html (revision 271)
+++ doc/html/classbdm_1_1eEmp.html (revision 275)
@@ -161,5 +161,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::eEmp::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -201,9 +201,9 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEmp.html#9d39241aab7c4bbeb07c6d516421c67d">w</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Sample weights <img class="formulaInl" alt="$w$" src="form_44.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Sample weights <img class="formulaInl" alt="$w$" src="form_77.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="73d819553a0f268b055a087d2d4486f3"></a><!-- doxytag: member="bdm::eEmp::samples" ref="73d819553a0f268b055a087d2d4486f3" args="" -->
 Array&lt; vec &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEmp.html#73d819553a0f268b055a087d2d4486f3">samples</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Samples <img class="formulaInl" alt="$x^{(i)}, i=1..n$" src="form_9.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Samples <img class="formulaInl" alt="$x^{(i)}, i=1..n$" src="form_78.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::eEmp::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" -->
 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr>
@@ -218,5 +218,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a><li>libEF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:56 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:47 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1BMcond.html
===================================================================
--- doc/html/classbdm_1_1BMcond.html (revision 271)
+++ doc/html/classbdm_1_1BMcond.html (revision 275)
@@ -90,5 +90,5 @@
 Conditional Bayesian Filter. 
 <p>
-Evaluates conditional filtering density <img class="formulaInl" alt="$f(rv|rvc,data)$" src="form_36.png"> for a given <code>rvc</code> which is specified in each step by calling function <code>condition</code>.<p>
+Evaluates conditional filtering density <img class="formulaInl" alt="$f(rv|rvc,data)$" src="form_40.png"> for a given <code>rvc</code> which is specified in each step by calling function <code>condition</code>.<p>
 This is an interface class used to assure that certain <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> has operation <code>condition</code> . <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
@@ -119,5 +119,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:48 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:42 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classsqmat.html
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--- doc/html/classsqmat.html (revision 271)
+++ doc/html/classsqmat.html (revision 275)
@@ -271,5 +271,5 @@
 <li><a class="el" href="libDC_8h-source.html">libDC.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:30 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:28 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mlstudent.html
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--- doc/html/classbdm_1_1mlstudent.html (revision 271)
+++ doc/html/classbdm_1_1mlstudent.html (revision 275)
@@ -116,5 +116,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -239,5 +239,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -285,5 +285,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -298,5 +298,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:54 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x70.html
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--- doc/html/functions_func_0x70.html (revision 271)
+++ doc/html/functions_func_0x70.html (revision 275)
@@ -119,5 +119,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1fnc-members.html
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--- doc/html/classbdm_1_1fnc-members.html (revision 271)
+++ doc/html/classbdm_1_1fnc-members.html (revision 275)
@@ -75,5 +75,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:43 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:38 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/vector_and_matrix.html
===================================================================
--- doc/html/vector_and_matrix.html (revision 271)
+++ doc/html/vector_and_matrix.html (revision 275)
@@ -115,5 +115,5 @@
 </pre></div><p>
 If this is what you see, then congratulations! You have managed to compile your first it++ program! </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1logger-members.html
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--- doc/html/classbdm_1_1logger-members.html (revision 271)
+++ doc/html/classbdm_1_1logger-members.html (revision 275)
@@ -78,5 +78,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:46 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/merger_8h-source.html
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--- doc/html/merger_8h-source.html (revision 271)
+++ doc/html/merger_8h-source.html (revision 275)
@@ -166,5 +166,5 @@
 <a name="l00144"></a>00144 <span class="preprocessor">#endif // MER_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
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Index: doc/html/classbdm_1_1MixEF.html
===================================================================
--- doc/html/classbdm_1_1MixEF.html (revision 271)
+++ doc/html/classbdm_1_1MixEF.html (revision 275)
@@ -88,7 +88,7 @@
 <p>
 An approximate estimation method for models with latent discrete variable, such as mixture models of the following kind: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(y_t|\psi_t, \Theta) = \sum_{i=1}^{n} w_i f(y_t|\psi_t, \theta_i) \]" src="form_66.png">
-<p>
- where <img class="formulaInl" alt="$\psi$" src="form_67.png"> is a known function of past outputs, <img class="formulaInl" alt="$w=[w_1,\ldots,w_n]$" src="form_68.png"> are component weights, and component parameters <img class="formulaInl" alt="$\theta_i$" src="form_69.png"> are assumed to be mutually independent. <img class="formulaInl" alt="$\Theta$" src="form_70.png"> is an aggregation af all component parameters and weights, i.e. <img class="formulaInl" alt="$\Theta = [\theta_1,\ldots,\theta_n,w]$" src="form_71.png">.<p>
+<img class="formulaDsp" alt="\[ f(y_t|\psi_t, \Theta) = \sum_{i=1}^{n} w_i f(y_t|\psi_t, \theta_i) \]" src="form_12.png">
+<p>
+ where <img class="formulaInl" alt="$\psi$" src="form_13.png"> is a known function of past outputs, <img class="formulaInl" alt="$w=[w_1,\ldots,w_n]$" src="form_14.png"> are component weights, and component parameters <img class="formulaInl" alt="$\theta_i$" src="form_15.png"> are assumed to be mutually independent. <img class="formulaInl" alt="$\Theta$" src="form_16.png"> is an aggregation af all component parameters and weights, i.e. <img class="formulaInl" alt="$\Theta = [\theta_1,\ldots,\theta_n,w]$" src="form_17.png">.<p>
 The characteristic feature of this model is that if the exact values of the latent variable were known, estimation of the parameters can be handled by a single model. For example, for the case of mixture models, posterior density for each component parameters would be a BayesianModel from Exponential Family.<p>
 This class uses EM-style type algorithms for estimation of its parameters. Under this simplification, the posterior density is a product of exponential family members, hence under EM-style approximate estimation this class itself belongs to the exponential family.<p>
@@ -132,5 +132,5 @@
 <a class="el" href="classbdm_1_1emix.html">emix</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MixEF.html#edc50e9640f049b846084748b18469a2">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f0dfb4375fef4e61c4cb062e5bac7c8c"></a><!-- doxytag: member="bdm::MixEF::flatten" ref="f0dfb4375fef4e61c4cb062e5bac7c8c" args="(const BMEF *M2)" -->
 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MixEF.html#f0dfb4375fef4e61c4cb062e5bac7c8c">flatten</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *M2)</td></tr>
@@ -202,5 +202,5 @@
 Array&lt; <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> * &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08">Coms</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Models for Components of <img class="formulaInl" alt="$\theta_i$" src="form_69.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Models for Components of <img class="formulaInl" alt="$\theta_i$" src="form_15.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e39faa70cebadc3296bd249040105e86"></a><!-- doxytag: member="bdm::MixEF::weights" ref="e39faa70cebadc3296bd249040105e86" args="" -->
 <a class="el" href="classbdm_1_1multiBM.html">multiBM</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86">weights</a></td></tr>
@@ -334,5 +334,5 @@
 <li><a class="el" href="mixef_8h-source.html">mixef.h</a><li>mixef.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:39 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:35 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/arx__ui_8h-source.html
===================================================================
--- doc/html/arx__ui_8h-source.html (revision 271)
+++ doc/html/arx__ui_8h-source.html (revision 275)
@@ -112,5 +112,5 @@
 <a name="l00086"></a>00086 <span class="preprocessor">#endif // DS_UI_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:22 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIstateDS.html
===================================================================
--- doc/html/classUIstateDS.html (revision 275)
+++ doc/html/classUIstateDS.html (revision 275)
@@ -0,0 +1,135 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: UIstateDS Class Reference</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
+  var num=this.id.replace(/[^[0-9]/g,'');
+  var button=this.firstChild;
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+    sectionDiv.style.display='block';
+    button.src='open.gif';
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+  }
+}
+function initDynSections(){
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+      var button=header.firstChild;
+      if (button!='IMG'){
+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
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+      }
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+      button.src='closed.gif';
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+<div class="navigation" id="top">
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+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>UIstateDS Class Reference</h1><!-- doxytag: class="UIstateDS" --><!-- doxytag: inherits="bdm::UIbuilder" --><code>#include &lt;<a class="el" href="libDS__ui_8h-source.html">libDS_ui.h</a>&gt;</code>
+<p>
+<div class="dynheader">
+Inheritance diagram for UIstateDS:</div>
+<div class="dynsection">
+
+<p><center><img src="classUIstateDS.png" usemap="#UIstateDS_map" border="0" alt=""></center>
+<map name="UIstateDS_map">
+<area href="classbdm_1_1UIbuilder.html" alt="bdm::UIbuilder" shape="rect" coords="0,0,91,24">
+</map>
+</div>
+
+<p>
+<a href="classUIstateDS-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
+UI for stateDS<p>
+The DS is constructed from a structure with fields: <div class="fragment"><pre class="fragment">system = {
+        type = <span class="stringliteral">"stateDS"</span>;
+        <span class="comment">//Internal model</span>
+        IM = { type = <span class="stringliteral">"mpdf"</span>; <span class="comment">//&lt;-- valid offspring! e.g. "mlnorm"</span>
+                rv = { <span class="comment">//description of x_t </span>
+                        names=(<span class="stringliteral">"name1"</span>,...);
+                        sizes=[2,1]; <span class="comment">// optional default=[1,1...];</span>
+                        times=[0,0]; <span class="comment">// optional default=[0,0...];</span>
+                        }
+                rvu= { <span class="comment">//description of  u_t </span>
+                        <span class="comment">//optional default=empty</span>
+                        }       
+
+                <span class="comment">// remaining fields depending on the chosen type</span>
+                };
+        <span class="comment">//Observation model</span>
+        OM = { type = <span class="stringliteral">"mpdf-offspring"</span>;
+                rv = {}; <span class="comment">//description of d_t </span>
+                rvu = {type=<span class="stringliteral">"internal"</span>, path=<span class="stringliteral">"system.IM.rvu"</span>}; <span class="comment">//description of u_t </span>
+        
+                <span class="comment">//remaining fields</span>
+        }
+};
+</pre></div> <table border="0" cellpadding="0" cellspacing="0">
+<tr><td></td></tr>
+<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="972d0b59ec756a4e4247e7febd2383fa"></a><!-- doxytag: member="UIstateDS::build" ref="972d0b59ec756a4e4247e7febd2383fa" args="(Setting &amp;S) const " -->
+<a class="el" href="classbdm_1_1bdmroot.html">bdmroot</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classUIstateDS.html#972d0b59ec756a4e4247e7febd2383fa">build</a> (Setting &amp;S) const </td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Function building the computational object. <br></td></tr>
+<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3c514c2eb6fc6a347f15c270a32ddebd"></a><!-- doxytag: member="UIstateDS::getvec" ref="3c514c2eb6fc6a347f15c270a32ddebd" args="(Setting &amp;S) const " -->
+const vec&nbsp;</td><td class="memItemRight" valign="bottom"><b>getvec</b> (Setting &amp;S) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1e78cce143622e3a0ba66af4768bc3e8"></a><!-- doxytag: member="UIstateDS::getmat" ref="1e78cce143622e3a0ba66af4768bc3e8" args="(Setting &amp;S, int ncols) const " -->
+const mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>getmat</b> (Setting &amp;S, int ncols) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="950437aed29283d10346f4966011a64e"></a><!-- doxytag: member="UIstateDS::getivec" ref="950437aed29283d10346f4966011a64e" args="(Setting &amp;S) const " -->
+const ivec&nbsp;</td><td class="memItemRight" valign="bottom"><b>getivec</b> (Setting &amp;S) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4ea1d97d81aba46dfe0e7fd416a4ad22"></a><!-- doxytag: member="UIstateDS::get_as" ref="4ea1d97d81aba46dfe0e7fd416a4ad22" args="(Setting &amp;S) const " -->
+const Array&lt; string &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>get_as</b> (Setting &amp;S) const </td></tr>
+
+</table>
+<hr>The documentation for this class was generated from the following file:<ul>
+<li><a class="el" href="libDS__ui_8h-source.html">libDS_ui.h</a></ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:30 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/functions_0x77.html
===================================================================
--- doc/html/functions_0x77.html (revision 271)
+++ doc/html/functions_0x77.html (revision 275)
@@ -121,5 +121,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x62.html
===================================================================
--- doc/html/functions_0x62.html (revision 271)
+++ doc/html/functions_0x62.html (revision 275)
@@ -148,5 +148,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/itpp__ext_8h-source.html
===================================================================
--- doc/html/itpp__ext_8h-source.html (revision 271)
+++ doc/html/itpp__ext_8h-source.html (revision 275)
@@ -129,5 +129,5 @@
 <a name="l00087"></a>00087 <span class="preprocessor">#endif //ITEX_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFful__unQR.html
===================================================================
--- doc/html/classbdm_1_1EKFful__unQR.html (revision 271)
+++ doc/html/classbdm_1_1EKFful__unQR.html (revision 275)
@@ -142,5 +142,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKFful_unQR::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -290,5 +290,5 @@
 <li><a class="el" href="ekf__templ_8h-source.html">ekf_templ.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:33 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x6e.html
===================================================================
--- doc/html/functions_0x6e.html (revision 271)
+++ doc/html/functions_0x6e.html (revision 275)
@@ -129,5 +129,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/codingrules.html
===================================================================
--- doc/html/codingrules.html (revision 271)
+++ doc/html/codingrules.html (revision 275)
@@ -128,5 +128,5 @@
 <p>
 Explicit destructor functions are not required, unless they are needed. It shall not be possible to use any of the other member functions unless the class has been properly initiated with the input parameters. </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1linfn.html
===================================================================
--- doc/html/classbdm_1_1linfn.html (revision 271)
+++ doc/html/classbdm_1_1linfn.html (revision 275)
@@ -84,5 +84,5 @@
 <p>
 <a href="classbdm_1_1linfn-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
-Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_46.png">. <table border="0" cellpadding="0" cellspacing="0">
+Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_80.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -90,5 +90,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1linfn.html#b8063094a2aa210dcf7ae73e2b85e09c">eval</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">function evaluates numerical value of <img class="formulaInl" alt="$f(x)$" src="form_35.png"> at <img class="formulaInl" alt="$x=$" src="form_37.png"> <code>cond</code> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">function evaluates numerical value of <img class="formulaInl" alt="$f(x)$" src="form_39.png"> at <img class="formulaInl" alt="$x=$" src="form_41.png"> <code>cond</code> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b39c494c12863c031eb2acf86c0bc429"></a><!-- doxytag: member="bdm::linfn::linfn" ref="b39c494c12863c031eb2acf86c0bc429" args="()" -->
 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1linfn.html#b39c494c12863c031eb2acf86c0bc429">linfn</a> ()</td></tr>
@@ -116,5 +116,5 @@
 <li><a class="el" href="libFN_8h-source.html">libFN.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:56 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIdirfilelog-members.html
===================================================================
--- doc/html/classUIdirfilelog-members.html (revision 275)
+++ doc/html/classUIdirfilelog-members.html (revision 275)
@@ -0,0 +1,82 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Member List</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
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+    sectionDiv.style.display='block';
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+  }else{
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+    button.src='closed.gif';
+  }
+}
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+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
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+window.onload = initDynSections;
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+<div class="navigation" id="top">
+  <div class="tabs">
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+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>UIdirfilelog Member List</h1>This is the complete list of members for <a class="el" href="classUIdirfilelog.html">UIdirfilelog</a>, including all inherited members.<p><table>
+  <tr class="memlist"><td><a class="el" href="classUIdirfilelog.html#e2f342c8b9f6fb9b8c5c125166afe4ef">build</a>(Setting &amp;S) const </td><td><a class="el" href="classUIdirfilelog.html">UIdirfilelog</a></td><td><code> [inline, virtual]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>get_as</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getivec</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getmat</b>(Setting &amp;S, int ncols) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getvec</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1UIbuilder.html#c75103dd58395644e80f1eea886c656b">UIbuilder</a>(const string &amp;typ)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>UIdirfilelog</b>() (defined in <a class="el" href="classUIdirfilelog.html">UIdirfilelog</a>)</td><td><a class="el" href="classUIdirfilelog.html">UIdirfilelog</a></td><td><code> [inline]</code></td></tr>
+</table></div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/classbdm_1_1eDirich-members.html
===================================================================
--- doc/html/classbdm_1_1eDirich-members.html (revision 271)
+++ doc/html/classbdm_1_1eDirich-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:51 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:44 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mlnorm.html
===================================================================
--- doc/html/classbdm_1_1mlnorm.html (revision 271)
+++ doc/html/classbdm_1_1mlnorm.html (revision 275)
@@ -90,5 +90,5 @@
 Normal distributed linear function with linear function of mean value;. 
 <p>
-Mean value <img class="formulaInl" alt="$mu=A*rvc+mu_0$" src="form_78.png">. <table border="0" cellpadding="0" cellspacing="0">
+Mean value <img class="formulaInl" alt="$mu=A*rvc+mu_0$" src="form_61.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -121,5 +121,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -238,5 +238,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -284,5 +284,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -297,5 +297,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:53 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/timer.html
===================================================================
--- doc/html/timer.html (revision 271)
+++ doc/html/timer.html (revision 275)
@@ -105,5 +105,5 @@
 The sum of all integers from 0 to 999999 equals 1783293664
 </pre></div> </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1epdf.html
===================================================================
--- doc/html/classbdm_1_1epdf.html (revision 271)
+++ doc/html/classbdm_1_1epdf.html (revision 275)
@@ -126,9 +126,9 @@
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::epdf::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " -->
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="deab266d63c236c277538867d5c3f249"></a><!-- doxytag: member="bdm::epdf::evallog" ref="deab266d63c236c277538867d5c3f249" args="(const vec &amp;val) const " -->
 virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249">evallog</a> (const vec &amp;val) const </td></tr>
@@ -187,5 +187,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a><li>libBM.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:44 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:38 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libDS_8h-source.html
===================================================================
--- doc/html/libDS_8h-source.html (revision 271)
+++ doc/html/libDS_8h-source.html (revision 275)
@@ -196,5 +196,5 @@
 <a name="l00183"></a>00183 <span class="preprocessor">#endif // DS_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mprod.html
===================================================================
--- doc/html/classbdm_1_1mprod.html (revision 271)
+++ doc/html/classbdm_1_1mprod.html (revision 275)
@@ -100,5 +100,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#ee715a8013acf9892f6cb489db595555"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#ee715a8013acf9892f6cb489db595555"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d193dcc89fbc6f21979e0ced6d84568c"></a><!-- doxytag: member="bdm::mprod::samplecond" ref="d193dcc89fbc6f21979e0ced6d84568c" args="(const vec &amp;cond, int N)" -->
 mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>samplecond</b> (const vec &amp;cond, int N)</td></tr>
@@ -204,5 +204,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -279,5 +279,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -292,5 +292,5 @@
 <li><a class="el" href="emix_8h-source.html">emix.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:41 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mpdf.html
===================================================================
--- doc/html/classbdm_1_1mpdf.html (revision 271)
+++ doc/html/classbdm_1_1mpdf.html (revision 275)
@@ -109,5 +109,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -186,5 +186,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -232,5 +232,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -245,5 +245,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:44 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:39 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x71.html
===================================================================
--- doc/html/functions_func_0x71.html (revision 271)
+++ doc/html/functions_func_0x71.html (revision 275)
@@ -111,5 +111,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libKF_8h.html
===================================================================
--- doc/html/libKF_8h.html (revision 271)
+++ doc/html/libKF_8h.html (revision 275)
@@ -103,5 +103,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KalmanCh.html
===================================================================
--- doc/html/classbdm_1_1KalmanCh.html (revision 271)
+++ doc/html/classbdm_1_1KalmanCh.html (revision 275)
@@ -173,5 +173,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::KalmanCh::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -309,5 +309,5 @@
 <p>
 The following equality hold::<p class="formulaDsp">
-<img class="formulaDsp" alt="\[ \left[\begin{array}{cc} R^{0.5}\\ P_{t|t-1}^{0.5}C' &amp; P_{t|t-1}^{0.5}CA'\\ &amp; Q^{0.5}\end{array}\right]<\mathrm{orth.oper.}>=\left[\begin{array}{cc} R_{y}^{0.5} &amp; KA'\\ &amp; P_{t+1|t}^{0.5}\\ \\\end{array}\right]\]" src="form_17.png">
+<img class="formulaDsp" alt="\[ \left[\begin{array}{cc} R^{0.5}\\ P_{t|t-1}^{0.5}C' &amp; P_{t|t-1}^{0.5}CA'\\ &amp; Q^{0.5}\end{array}\right]<\mathrm{orth.oper.}>=\left[\begin{array}{cc} R_{y}^{0.5} &amp; KA'\\ &amp; P_{t+1|t}^{0.5}\\ \\\end{array}\right]\]" src="form_11.png">
 <p>
 <p>
@@ -370,5 +370,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a><li>libKF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:35 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:32 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mepdf.html
===================================================================
--- doc/html/classbdm_1_1mepdf.html (revision 271)
+++ doc/html/classbdm_1_1mepdf.html (revision 275)
@@ -100,5 +100,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -173,5 +173,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -219,5 +219,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -232,5 +232,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:47 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1bdmroot.html
===================================================================
--- doc/html/classbdm_1_1bdmroot.html (revision 271)
+++ doc/html/classbdm_1_1bdmroot.html (revision 275)
@@ -101,5 +101,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:42 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:37 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1dirfilelog.html
===================================================================
--- doc/html/classbdm_1_1dirfilelog.html (revision 271)
+++ doc/html/classbdm_1_1dirfilelog.html (revision 275)
@@ -255,5 +255,5 @@
 <li><a class="el" href="loggers_8h-source.html">loggers.h</a><li>loggers.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/globals_func.html
===================================================================
--- doc/html/globals_func.html (revision 271)
+++ doc/html/globals_func.html (revision 275)
@@ -80,5 +80,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/tree.html
===================================================================
--- doc/html/tree.html (revision 275)
+++ doc/html/tree.html (revision 275)
@@ -0,0 +1,340 @@
+<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
+  <head>
+    <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8" />
+    <meta http-equiv="Content-Style-Type" content="text/css" />
+    <meta http-equiv="Content-Language" content="en" />
+    <link rel="stylesheet" href="doxygen.css">
+    <title>TreeView</title>
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+    <!-- // Hide script from old browsers
+    
+    function toggleFolder(id, imageNode) 
+    {
+      var folder = document.getElementById(id);
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+        if (imageNode != null) 
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+          imageNode.nextSibling.src = "ftv2folderclosed.png";
+          if (imageNode.src.substring(l-13,l) == "ftv2mnode.png")
+          {
+            imageNode.src = "ftv2pnode.png";
+          }
+          else if (imageNode.src.substring(l-17,l) == "ftv2mlastnode.png")
+          {
+            imageNode.src = "ftv2plastnode.png";
+          }
+        }
+        folder.style.display = "none";
+      } 
+      else 
+      {
+        if (imageNode != null) 
+        {
+          imageNode.nextSibling.src = "ftv2folderopen.png";
+          if (imageNode.src.substring(l-13,l) == "ftv2pnode.png")
+          {
+            imageNode.src = "ftv2mnode.png";
+          }
+          else if (imageNode.src.substring(l-17,l) == "ftv2plastnode.png")
+          {
+            imageNode.src = "ftv2mlastnode.png";
+          }
+        }
+        folder.style.display = "block";
+      }
+    }
+
+    // End script hiding -->        
+    </script>
+  </head>
+
+  <body class="ftvtree">
+    <div class="directory">
+      <h3 class="swap"><span>mixpp</span></h3>
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+        <p><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="main.html" target="basefrm">Bayesian Decision-Making toolbox for C++</a></p>
+        <p><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="codingrules.html" target="basefrm">Coding Rules (Mostly inherited from IT++)</a></p>
+        <p><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder30', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder30', this)"/><a class="el" href="manual.html" target="basefrm">User Manual</a></p>
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+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="itfile.html" target="basefrm">Writing and reading data from files</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="timer.html" target="basefrm">Using timers to measure execution time</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="intro.html" target="basefrm">Introduction to Bayesian Decision Making Toolbox BDM</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="ui.html" target="basefrm">User Infos and their use</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="mexfiles.html" target="basefrm">How to write and use mex files for Matlab</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="arx_ui.html" target="basefrm">Running experiment \c estimator with ARX data fields</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="kalman.html" target="basefrm">Examples of (extended) Kalman filtering</a></p>
+        </div>
+        <p><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder31', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder31', this)"/><a class="el" href="tutorial.html" target="basefrm">Tutorial in Bayesian estimation</a></p>
+        <div id="folder31">
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+        </div>
+        <p><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder32', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder32', this)"/><a class="el" href="modules.html" target="basefrm">Modules</a></p>
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+        </div>
+        <p><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder33', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder33', this)"/><a class="el" href="annotated.html" target="basefrm">Class List</a></p>
+        <div id="folder33">
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+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1ArxDS.html" target="basefrm">bdm::ArxDS</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1bdmroot.html" target="basefrm">bdm::bdmroot</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1bilinfn.html" target="basefrm">bdm::bilinfn</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1BM.html" target="basefrm">bdm::BM</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1BMcond.html" target="basefrm">bdm::BMcond</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1BMEF.html" target="basefrm">bdm::BMEF</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classchmat.html" target="basefrm">chmat</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1compositepdf.html" target="basefrm">bdm::compositepdf</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1constfn.html" target="basefrm">bdm::constfn</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1datalink.html" target="basefrm">bdm::datalink</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1datalink__m2e.html" target="basefrm">bdm::datalink_m2e</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1datalink__m2m.html" target="basefrm">bdm::datalink_m2m</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1diffbifn.html" target="basefrm">bdm::diffbifn</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1dirfilelog.html" target="basefrm">bdm::dirfilelog</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1DS.html" target="basefrm">bdm::DS</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eDirich.html" target="basefrm">bdm::eDirich</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eEF.html" target="basefrm">bdm::eEF</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eEmp.html" target="basefrm">bdm::eEmp</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1egamma.html" target="basefrm">bdm::egamma</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1egiw.html" target="basefrm">bdm::egiw</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eigamma.html" target="basefrm">bdm::eigamma</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKF.html" target="basefrm">bdm::EKF< sq_T ></a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFCh.html" target="basefrm">bdm::EKFCh</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFCh__cond.html" target="basefrm">bdm::EKFCh_cond</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFCh__unQ.html" target="basefrm">bdm::EKFCh_unQ</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFful__unQR.html" target="basefrm">bdm::EKFful_unQR</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFfull.html" target="basefrm">bdm::EKFfull</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1emix.html" target="basefrm">bdm::emix</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1enorm.html" target="basefrm">bdm::enorm< sq_T ></a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1epdf.html" target="basefrm">bdm::epdf</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eprod.html" target="basefrm">bdm::eprod</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1euni.html" target="basefrm">bdm::euni</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1fnc.html" target="basefrm">bdm::fnc</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classfsqmat.html" target="basefrm">fsqmat</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1Kalman.html" target="basefrm">bdm::Kalman< sq_T ></a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1KalmanCh.html" target="basefrm">bdm::KalmanCh</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1KalmanFull.html" target="basefrm">bdm::KalmanFull</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1KFcondQR.html" target="basefrm">bdm::KFcondQR</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1KFcondR.html" target="basefrm">bdm::KFcondR</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classldmat.html" target="basefrm">ldmat</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1linfn.html" target="basefrm">bdm::linfn</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1logger.html" target="basefrm">bdm::logger</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mEF.html" target="basefrm">bdm::mEF</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1MemDS.html" target="basefrm">bdm::MemDS</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1memlog.html" target="basefrm">bdm::memlog</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mepdf.html" target="basefrm">bdm::mepdf</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1merger.html" target="basefrm">bdm::merger</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mgamma.html" target="basefrm">bdm::mgamma</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mgamma__fix.html" target="basefrm">bdm::mgamma_fix</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1migamma.html" target="basefrm">bdm::migamma</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1migamma__fix.html" target="basefrm">bdm::migamma_fix</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1MixEF.html" target="basefrm">bdm::MixEF</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mlnorm.html" target="basefrm">bdm::mlnorm< sq_T ></a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mlstudent.html" target="basefrm">bdm::mlstudent</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mmix.html" target="basefrm">bdm::mmix</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mpdf.html" target="basefrm">bdm::mpdf</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1MPF.html" target="basefrm">bdm::MPF< BM_T ></a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mprod.html" target="basefrm">bdm::mprod</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mratio.html" target="basefrm">bdm::mratio</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1multiBM.html" target="basefrm">bdm::multiBM</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1PF.html" target="basefrm">bdm::PF</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1RV.html" target="basefrm">bdm::RV</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classsqmat.html" target="basefrm">sqmat</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1str.html" target="basefrm">bdm::str</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIARX.html" target="basefrm">UIARX</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIArxDS.html" target="basefrm">UIArxDS</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1UIbuilder.html" target="basefrm">bdm::UIbuilder</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIdirfilelog.html" target="basefrm">UIdirfilelog</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIrv.html" target="basefrm">UIrv</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIstateDS.html" target="basefrm">UIstateDS</a></p>
+        </div>
+        <p><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder34', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder34', this)"/><a class="el" href="hierarchy.html" target="basefrm">Class Hierarchy</a></p>
+        <div id="folder34">
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder35', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder35', this)"/><a class="el" href="classbdm_1_1bdmroot.html" target="basefrm">bdm::bdmroot</a></p>
+          <div id="folder35">
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder36', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder36', this)"/><a class="el" href="classbdm_1_1BM.html" target="basefrm">bdm::BM</a></p>
+            <div id="folder36">
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+              <div id="folder37">
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1ARX.html" target="basefrm">bdm::ARX</a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1MixEF.html" target="basefrm">bdm::MixEF</a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1multiBM.html" target="basefrm">bdm::multiBM</a></p>
+              </div>
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder38', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder38', this)"/><a class="el" href="classbdm_1_1EKFfull.html" target="basefrm">bdm::EKFfull</a></p>
+              <div id="folder38">
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+              </div>
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1Kalman.html" target="basefrm">bdm::Kalman< sq_T ></a></p>
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder39', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder39', this)"/><a class="el" href="classbdm_1_1PF.html" target="basefrm">bdm::PF</a></p>
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+              </div>
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder40', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder40', this)"/><a class="el" href="classbdm_1_1Kalman.html" target="basefrm">bdm::Kalman< chmat ></a></p>
+              <div id="folder40">
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2plastnode.png" alt="\" width=16 height=22 onclick="toggleFolder('folder41', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder41', this)"/><a class="el" href="classbdm_1_1KalmanCh.html" target="basefrm">bdm::KalmanCh</a></p>
+                <div id="folder41">
+                  <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2plastnode.png" alt="\" width=16 height=22 onclick="toggleFolder('folder42', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder42', this)"/><a class="el" href="classbdm_1_1EKFCh.html" target="basefrm">bdm::EKFCh</a></p>
+                  <div id="folder42">
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+                    <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFCh__unQ.html" target="basefrm">bdm::EKFCh_unQ</a></p>
+                  </div>
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+              </div>
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder43', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder43', this)"/><a class="el" href="classbdm_1_1Kalman.html" target="basefrm">bdm::Kalman< fsqmat ></a></p>
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+              <div id="folder44">
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1KFcondQR.html" target="basefrm">bdm::KFcondQR</a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1KFcondR.html" target="basefrm">bdm::KFcondR</a></p>
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+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder45', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder45', this)"/><a class="el" href="classbdm_1_1BMcond.html" target="basefrm">bdm::BMcond</a></p>
+            <div id="folder45">
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+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder46', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder46', this)"/><a class="el" href="classbdm_1_1DS.html" target="basefrm">bdm::DS</a></p>
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+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1MemDS.html" target="basefrm">bdm::MemDS</a></p>
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+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder47', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder47', this)"/><a class="el" href="classbdm_1_1epdf.html" target="basefrm">bdm::epdf</a></p>
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+              <div id="folder48">
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+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1egamma.html" target="basefrm">bdm::egamma</a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1egiw.html" target="basefrm">bdm::egiw</a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eigamma.html" target="basefrm">bdm::eigamma</a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1enorm.html" target="basefrm">bdm::enorm< sq_T ></a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1enorm.html" target="basefrm">bdm::enorm< chmat ></a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1enorm.html" target="basefrm">bdm::enorm< fsqmat ></a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1enorm.html" target="basefrm">bdm::enorm< ldmat ></a></p>
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+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1eEmp.html" target="basefrm">bdm::eEmp</a></p>
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1emix.html" target="basefrm">bdm::emix</a></p>
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+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1euni.html" target="basefrm">bdm::euni</a></p>
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+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1linfn.html" target="basefrm">bdm::linfn</a></p>
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+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder56', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder56', this)"/><a class="el" href="classbdm_1_1migamma.html" target="basefrm">bdm::migamma</a></p>
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+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mlnorm.html" target="basefrm">bdm::mlnorm< sq_T ></a></p>
+                <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2plastnode.png" alt="\" width=16 height=22 onclick="toggleFolder('folder57', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder57', this)"/><a class="el" href="classbdm_1_1mlnorm.html" target="basefrm">bdm::mlnorm< ldmat ></a></p>
+                <div id="folder57">
+                  <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mlstudent.html" target="basefrm">bdm::mlstudent</a></p>
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+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mepdf.html" target="basefrm">bdm::mepdf</a></p>
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+            </div>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1RV.html" target="basefrm">bdm::RV</a></p>
+          </div>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder58', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder58', this)"/><a class="el" href="classbdm_1_1compositepdf.html" target="basefrm">bdm::compositepdf</a></p>
+          <div id="folder58">
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1merger.html" target="basefrm">bdm::merger</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1mprod.html" target="basefrm">bdm::mprod</a></p>
+          </div>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder59', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder59', this)"/><a class="el" href="classbdm_1_1datalink.html" target="basefrm">bdm::datalink</a></p>
+          <div id="folder59">
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2plastnode.png" alt="\" width=16 height=22 onclick="toggleFolder('folder60', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder60', this)"/><a class="el" href="classbdm_1_1datalink__m2e.html" target="basefrm">bdm::datalink_m2e</a></p>
+            <div id="folder60">
+              <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1datalink__m2m.html" target="basefrm">bdm::datalink_m2m</a></p>
+            </div>
+          </div>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder61', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder61', this)"/><a class="el" href="classbdm_1_1KalmanFull.html" target="basefrm">bdm::KalmanFull</a></p>
+          <div id="folder61">
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1EKFfull.html" target="basefrm">bdm::EKFfull</a></p>
+          </div>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder62', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder62', this)"/><a class="el" href="classsqmat.html" target="basefrm">sqmat</a></p>
+          <div id="folder62">
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classchmat.html" target="basefrm">chmat</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classfsqmat.html" target="basefrm">fsqmat</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classldmat.html" target="basefrm">ldmat</a></p>
+          </div>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classbdm_1_1str.html" target="basefrm">bdm::str</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2plastnode.png" alt="\" width=16 height=22 onclick="toggleFolder('folder63', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder63', this)"/><a class="el" href="classbdm_1_1UIbuilder.html" target="basefrm">bdm::UIbuilder</a></p>
+          <div id="folder63">
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIARX.html" target="basefrm">UIARX</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIArxDS.html" target="basefrm">UIArxDS</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIdirfilelog.html" target="basefrm">UIdirfilelog</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIrv.html" target="basefrm">UIrv</a></p>
+            <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2blank.png" alt="&nbsp;" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="classUIstateDS.html" target="basefrm">UIstateDS</a></p>
+          </div>
+        </div>
+        <p><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="functions.html" target="basefrm">Class Members</a></p>
+        <p><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="inherits.html" target="basefrm">Graphical Class Hierarchy</a></p>
+        <p><img src="ftv2pnode.png" alt="o" width=16 height=22 onclick="toggleFolder('folder64', this)"/><img src="ftv2folderclosed.png" alt="+" width=24 height=22 onclick="toggleFolder('folder64', this)"/><a class="el" href="files.html" target="basefrm">File List</a></p>
+        <div id="folder64">
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="arx_8h.html" target="basefrm">arx.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="arx__test_8cpp.html" target="basefrm">arx_test.cpp</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="arx__ui_8h.html" target="basefrm">arx_ui.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="chmat_8h.html" target="basefrm">chmat.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="ekf__templ_8h.html" target="basefrm">ekf_templ.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="emix_8h.html" target="basefrm">emix.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="estimator_8cpp.html" target="basefrm">estimator.cpp</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><b>itpp_ext.h</b></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><b>itppconf.h</b></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libBM_8h.html" target="basefrm">libBM.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libDC_8h.html" target="basefrm">libDC.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libDS_8h.html" target="basefrm">libDS.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libDS__ui_8h.html" target="basefrm">libDS_ui.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libEF_8h.html" target="basefrm">libEF.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><b>libFN.h</b></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libKF_8h.html" target="basefrm">libKF.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="libPF_8h.html" target="basefrm">libPF.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="loggers_8h.html" target="basefrm">loggers.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="loggers__ui_8h.html" target="basefrm">loggers_ui.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="merger_8h.html" target="basefrm">merger.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><b>mexlog.h</b></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="mixef_8h.html" target="basefrm">mixef.h</a></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2node.png" alt="o" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><b>osutils.h</b></p>
+          <p><img src="ftv2vertline.png" alt="|" width=16 height=22 /><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><b>uibuilder.h</b></p>
+        </div>
+        <p><img src="ftv2lastnode.png" alt="\" width=16 height=22 /><img src="ftv2doc.png" alt="*" width=24 height=22 /><a class="el" href="globals.html" target="basefrm">File Members</a></p>
+      </div>
+    </div>
+
Index: doc/html/functions_func_0x69.html
===================================================================
--- doc/html/functions_func_0x69.html (revision 271)
+++ doc/html/functions_func_0x69.html (revision 275)
@@ -125,5 +125,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classchmat-members.html
===================================================================
--- doc/html/classchmat-members.html (revision 271)
+++ doc/html/classchmat-members.html (revision 275)
@@ -104,5 +104,5 @@
   <tr class="memlist"><td><a class="el" href="classsqmat.html#0481f2067bb32aaea7e6d4f27e46b656">~sqmat</a>()</td><td><a class="el" href="classsqmat.html">sqmat</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:29 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func.html
===================================================================
--- doc/html/functions_func.html (revision 271)
+++ doc/html/functions_func.html (revision 275)
@@ -161,5 +161,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eEmp-members.html
===================================================================
--- doc/html/classbdm_1_1eEmp-members.html (revision 271)
+++ doc/html/classbdm_1_1eEmp-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:56 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:47 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x63.html
===================================================================
--- doc/html/functions_0x63.html (revision 271)
+++ doc/html/functions_0x63.html (revision 275)
@@ -157,5 +157,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFCh.html
===================================================================
--- doc/html/classbdm_1_1EKFCh.html (revision 271)
+++ doc/html/classbdm_1_1EKFCh.html (revision 275)
@@ -148,5 +148,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKFCh::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -321,5 +321,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a><li>libKF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:36 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:33 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x6f.html
===================================================================
--- doc/html/functions_0x6f.html (revision 271)
+++ doc/html/functions_0x6f.html (revision 275)
@@ -141,5 +141,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1constfn-members.html
===================================================================
--- doc/html/classbdm_1_1constfn-members.html (revision 271)
+++ doc/html/classbdm_1_1constfn-members.html (revision 275)
@@ -76,5 +76,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:56 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mratio.html
===================================================================
--- doc/html/classbdm_1_1mratio.html (revision 271)
+++ doc/html/classbdm_1_1mratio.html (revision 275)
@@ -85,7 +85,7 @@
 <a href="classbdm_1_1mratio-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
 Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_79.png">
-<p>
- where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_80.png">. 
+<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_35.png">
+<p>
+ where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_36.png">. 
 <p>
 In particular this type of arise by conditioning of a mixture model.<p>
@@ -110,5 +110,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -237,5 +237,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -283,5 +283,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -296,5 +296,5 @@
 <li><a class="el" href="emix_8h-source.html">emix.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:40 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:35 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1BM.html
===================================================================
--- doc/html/classbdm_1_1BM.html (revision 271)
+++ doc/html/classbdm_1_1BM.html (revision 275)
@@ -130,5 +130,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::BM::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -252,5 +252,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a><li>libBM.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:48 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:41 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1MPF-members.html
===================================================================
--- doc/html/classbdm_1_1MPF-members.html (revision 271)
+++ doc/html/classbdm_1_1MPF-members.html (revision 275)
@@ -104,5 +104,5 @@
   <tr bgcolor="#f0f0f0"><td><b>~MPF</b>() (defined in <a class="el" href="classbdm_1_1MPF.html">bdm::MPF&lt; BM_T &gt;</a>)</td><td><a class="el" href="classbdm_1_1MPF.html">bdm::MPF&lt; BM_T &gt;</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:38 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x72.html
===================================================================
--- doc/html/functions_func_0x72.html (revision 271)
+++ doc/html/functions_func_0x72.html (revision 275)
@@ -113,5 +113,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libBM_8h-source.html
===================================================================
--- doc/html/libBM_8h-source.html (revision 271)
+++ doc/html/libBM_8h-source.html (revision 275)
@@ -442,5 +442,5 @@
 <a name="l00675"></a>00675 <span class="preprocessor">#endif // BM_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x7e.html
===================================================================
--- doc/html/functions_func_0x7e.html (revision 271)
+++ doc/html/functions_func_0x7e.html (revision 275)
@@ -124,5 +124,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1compositepdf-members.html
===================================================================
--- doc/html/classbdm_1_1compositepdf-members.html (revision 271)
+++ doc/html/classbdm_1_1compositepdf-members.html (revision 275)
@@ -74,5 +74,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1compositepdf.html#c71fc2c51f49d797e61f479f543c75ce">setrvc</a>(const RV &amp;rv, RV &amp;rvc)</td><td><a class="el" href="classbdm_1_1compositepdf.html">bdm::compositepdf</a></td><td></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:47 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:41 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1linfn-members.html
===================================================================
--- doc/html/classbdm_1_1linfn-members.html (revision 271)
+++ doc/html/classbdm_1_1linfn-members.html (revision 275)
@@ -77,5 +77,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:56 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1bilinfn-members.html
===================================================================
--- doc/html/classbdm_1_1bilinfn-members.html (revision 271)
+++ doc/html/classbdm_1_1bilinfn-members.html (revision 275)
@@ -88,5 +88,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:57 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x64.html
===================================================================
--- doc/html/functions_0x64.html (revision 271)
+++ doc/html/functions_0x64.html (revision 275)
@@ -179,5 +179,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFCh__cond.html
===================================================================
--- doc/html/classbdm_1_1EKFCh__cond.html (revision 271)
+++ doc/html/classbdm_1_1EKFCh__cond.html (revision 275)
@@ -155,5 +155,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKFCh_cond::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -332,5 +332,5 @@
 <li><a class="el" href="ekf__templ_8h-source.html">ekf_templ.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:34 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/loggers_8h.html
===================================================================
--- doc/html/loggers_8h.html (revision 271)
+++ doc/html/loggers_8h.html (revision 275)
@@ -83,5 +83,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classfsqmat-members.html
===================================================================
--- doc/html/classfsqmat-members.html (revision 271)
+++ doc/html/classfsqmat-members.html (revision 275)
@@ -102,5 +102,5 @@
   <tr class="memlist"><td><a class="el" href="classsqmat.html#0481f2067bb32aaea7e6d4f27e46b656">~sqmat</a>()</td><td><a class="el" href="classsqmat.html">sqmat</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:29 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:28 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1epdf-members.html
===================================================================
--- doc/html/classbdm_1_1epdf-members.html (revision 271)
+++ doc/html/classbdm_1_1epdf-members.html (revision 275)
@@ -88,5 +88,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:44 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:38 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mpdf-members.html
===================================================================
--- doc/html/classbdm_1_1mpdf-members.html (revision 271)
+++ doc/html/classbdm_1_1mpdf-members.html (revision 275)
@@ -89,5 +89,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:44 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:39 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/emix_8h-source.html
===================================================================
--- doc/html/emix_8h-source.html (revision 271)
+++ doc/html/emix_8h-source.html (revision 275)
@@ -299,5 +299,5 @@
 <a name="l00318"></a>00318 <span class="preprocessor">#endif //MX_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KalmanCh-members.html
===================================================================
--- doc/html/classbdm_1_1KalmanCh-members.html (revision 271)
+++ doc/html/classbdm_1_1KalmanCh-members.html (revision 275)
@@ -117,5 +117,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:35 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:32 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x73.html
===================================================================
--- doc/html/functions_func_0x73.html (revision 271)
+++ doc/html/functions_func_0x73.html (revision 275)
@@ -198,5 +198,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1bdmroot-members.html
===================================================================
--- doc/html/classbdm_1_1bdmroot-members.html (revision 271)
+++ doc/html/classbdm_1_1bdmroot-members.html (revision 275)
@@ -70,5 +70,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:42 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:37 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1MemDS.html
===================================================================
--- doc/html/classbdm_1_1MemDS.html (revision 271)
+++ doc/html/classbdm_1_1MemDS.html (revision 275)
@@ -86,5 +86,5 @@
 Memory storage of off-line data column-wise. 
 <p>
-The data are stored in an internal matrix <code>Data</code> . Each column of Data corresponds to one discrete time observation <img class="formulaInl" alt="$t$" src="form_38.png">. Access to this matrix is via indices <code>rowid</code> and <code>delays</code>.<p>
+The data are stored in an internal matrix <code>Data</code> . Each column of Data corresponds to one discrete time observation <img class="formulaInl" alt="$t$" src="form_50.png">. Access to this matrix is via indices <code>rowid</code> and <code>delays</code>.<p>
 The data can be loaded from a file. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
@@ -111,5 +111,5 @@
 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MemDS.html#21916feb3e5ff960855c09b06a0d279b">step</a> ()</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_110.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_111.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Moves from <img class="formulaInl" alt="$ t $" src="form_47.png"> to <img class="formulaInl" alt="$ t+1 $" src="form_48.png">, i.e. perfroms the actions and reads response of the system. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="84cfba80cb32d07be94690658175e9c4"></a><!-- doxytag: member="bdm::MemDS::MemDS" ref="84cfba80cb32d07be94690658175e9c4" args="(mat &amp;Dat, ivec &amp;rowid, ivec &amp;delays)" -->
 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MemDS.html#84cfba80cb32d07be94690658175e9c4">MemDS</a> (mat &amp;Dat, ivec &amp;rowid, ivec &amp;delays)</td></tr>
@@ -162,5 +162,5 @@
 <li><a class="el" href="libDS_8h-source.html">libDS.h</a><li>libDS.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:49 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:42 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libEF_8h.html
===================================================================
--- doc/html/libEF_8h.html (revision 271)
+++ doc/html/libEF_8h.html (revision 275)
@@ -140,5 +140,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1MemDS-members.html
===================================================================
--- doc/html/classbdm_1_1MemDS-members.html (revision 271)
+++ doc/html/classbdm_1_1MemDS-members.html (revision 275)
@@ -89,5 +89,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:49 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:42 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mlstudent-members.html
===================================================================
--- doc/html/classbdm_1_1mlstudent-members.html (revision 271)
+++ doc/html/classbdm_1_1mlstudent-members.html (revision 275)
@@ -106,5 +106,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:54 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1memlog-members.html
===================================================================
--- doc/html/classbdm_1_1memlog-members.html (revision 271)
+++ doc/html/classbdm_1_1memlog-members.html (revision 275)
@@ -83,5 +83,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:57 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1datalink__m2e-members.html
===================================================================
--- doc/html/classbdm_1_1datalink__m2e-members.html (revision 271)
+++ doc/html/classbdm_1_1datalink__m2e-members.html (revision 275)
@@ -83,5 +83,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb">v2v_up</a></td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [protected]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:46 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1emix-members.html
===================================================================
--- doc/html/classbdm_1_1emix-members.html (revision 271)
+++ doc/html/classbdm_1_1emix-members.html (revision 275)
@@ -98,5 +98,5 @@
   <tr bgcolor="#f0f0f0"><td><b>~emix</b>() (defined in <a class="el" href="classbdm_1_1emix.html">bdm::emix</a>)</td><td><a class="el" href="classbdm_1_1emix.html">bdm::emix</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:40 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mmix-members.html
===================================================================
--- doc/html/classbdm_1_1mmix-members.html (revision 271)
+++ doc/html/classbdm_1_1mmix-members.html (revision 275)
@@ -93,5 +93,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:41 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libKF_8h-source.html
===================================================================
--- doc/html/libKF_8h-source.html (revision 271)
+++ doc/html/libKF_8h-source.html (revision 275)
@@ -345,5 +345,5 @@
 <a name="l00408"></a>00408 
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x65.html
===================================================================
--- doc/html/functions_0x65.html (revision 271)
+++ doc/html/functions_0x65.html (revision 275)
@@ -190,5 +190,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1BM-members.html
===================================================================
--- doc/html/classbdm_1_1BM-members.html (revision 271)
+++ doc/html/classbdm_1_1BM-members.html (revision 275)
@@ -89,5 +89,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:48 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:41 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1compositepdf.html
===================================================================
--- doc/html/classbdm_1_1compositepdf.html (revision 271)
+++ doc/html/classbdm_1_1compositepdf.html (revision 275)
@@ -142,5 +142,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a><li>libBM.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:47 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:41 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1migamma-members.html
===================================================================
--- doc/html/classbdm_1_1migamma-members.html (revision 271)
+++ doc/html/classbdm_1_1migamma-members.html (revision 275)
@@ -97,5 +97,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:54 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIdirfilelog.html
===================================================================
--- doc/html/classUIdirfilelog.html (revision 275)
+++ doc/html/classUIdirfilelog.html (revision 275)
@@ -0,0 +1,118 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: UIdirfilelog Class Reference</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
+  var num=this.id.replace(/[^[0-9]/g,'');
+  var button=this.firstChild;
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+    sectionDiv.style.display='block';
+    button.src='open.gif';
+  }else{
+    sectionDiv.style.display='none';
+    button.src='closed.gif';
+  }
+}
+function initDynSections(){
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+        button=document.createElement('img');
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+      }
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+      header.id='dynheader'+sectionCounter;
+      button.src='closed.gif';
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+window.onload = initDynSections;
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+</script>
+<div class="navigation" id="top">
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+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
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+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>UIdirfilelog Class Reference</h1><!-- doxytag: class="UIdirfilelog" --><!-- doxytag: inherits="bdm::UIbuilder" --><code>#include &lt;<a class="el" href="loggers__ui_8h-source.html">loggers_ui.h</a>&gt;</code>
+<p>
+<div class="dynheader">
+Inheritance diagram for UIdirfilelog:</div>
+<div class="dynsection">
+
+<p><center><img src="classUIdirfilelog.png" usemap="#UIdirfilelog_map" border="0" alt=""></center>
+<map name="UIdirfilelog_map">
+<area href="classbdm_1_1UIbuilder.html" alt="bdm::UIbuilder" shape="rect" coords="0,0,91,24">
+</map>
+</div>
+
+<p>
+<a href="classUIdirfilelog-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
+UI for dirfilelog (Kst file format). 
+<p>
+<div class="fragment"><pre class="fragment">logger = {
+        type = <span class="stringliteral">"dirfilelog"</span>;
+        dirmane = <span class="stringliteral">"directory_for_files"</span>; <span class="comment">// resulting files will be stored there</span>
+        maxlen = 100;                    <span class="comment">// size of memory buffer, when full results are written to disk</span>
+}
+</pre></div> <table border="0" cellpadding="0" cellspacing="0">
+<tr><td></td></tr>
+<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e2f342c8b9f6fb9b8c5c125166afe4ef"></a><!-- doxytag: member="UIdirfilelog::build" ref="e2f342c8b9f6fb9b8c5c125166afe4ef" args="(Setting &amp;S) const " -->
+<a class="el" href="classbdm_1_1bdmroot.html">bdmroot</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classUIdirfilelog.html#e2f342c8b9f6fb9b8c5c125166afe4ef">build</a> (Setting &amp;S) const </td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Function building the computational object. <br></td></tr>
+<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3c514c2eb6fc6a347f15c270a32ddebd"></a><!-- doxytag: member="UIdirfilelog::getvec" ref="3c514c2eb6fc6a347f15c270a32ddebd" args="(Setting &amp;S) const " -->
+const vec&nbsp;</td><td class="memItemRight" valign="bottom"><b>getvec</b> (Setting &amp;S) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1e78cce143622e3a0ba66af4768bc3e8"></a><!-- doxytag: member="UIdirfilelog::getmat" ref="1e78cce143622e3a0ba66af4768bc3e8" args="(Setting &amp;S, int ncols) const " -->
+const mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>getmat</b> (Setting &amp;S, int ncols) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="950437aed29283d10346f4966011a64e"></a><!-- doxytag: member="UIdirfilelog::getivec" ref="950437aed29283d10346f4966011a64e" args="(Setting &amp;S) const " -->
+const ivec&nbsp;</td><td class="memItemRight" valign="bottom"><b>getivec</b> (Setting &amp;S) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4ea1d97d81aba46dfe0e7fd416a4ad22"></a><!-- doxytag: member="UIdirfilelog::get_as" ref="4ea1d97d81aba46dfe0e7fd416a4ad22" args="(Setting &amp;S) const " -->
+const Array&lt; string &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>get_as</b> (Setting &amp;S) const </td></tr>
+
+</table>
+<hr>The documentation for this class was generated from the following file:<ul>
+<li><a class="el" href="loggers__ui_8h-source.html">loggers_ui.h</a></ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/classbdm_1_1mgamma__fix-members.html
===================================================================
--- doc/html/classbdm_1_1mgamma__fix-members.html (revision 271)
+++ doc/html/classbdm_1_1mgamma__fix-members.html (revision 275)
@@ -99,5 +99,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:55 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:47 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1euni.html
===================================================================
--- doc/html/classbdm_1_1euni.html (revision 271)
+++ doc/html/classbdm_1_1euni.html (revision 275)
@@ -97,5 +97,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#fc5df80359ead2918384b2004ce67194">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="46caa8c13aba2e6228f964208918b226"></a><!-- doxytag: member="bdm::euni::mean" ref="46caa8c13aba2e6228f964208918b226" args="() const " -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#46caa8c13aba2e6228f964208918b226">mean</a> () const </td></tr>
@@ -133,5 +133,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::euni::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -198,5 +198,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:53 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:45 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1multiBM.html
===================================================================
--- doc/html/classbdm_1_1multiBM.html (revision 271)
+++ doc/html/classbdm_1_1multiBM.html (revision 275)
@@ -145,5 +145,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::multiBM::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -277,5 +277,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:52 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:44 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/arx_8h.html
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--- doc/html/arx_8h.html (revision 271)
+++ doc/html/arx_8h.html (revision 275)
@@ -81,5 +81,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KalmanFull.html
===================================================================
--- doc/html/classbdm_1_1KalmanFull.html (revision 271)
+++ doc/html/classbdm_1_1KalmanFull.html (revision 275)
@@ -163,5 +163,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a><li>libKF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:34 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:32 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x74.html
===================================================================
--- doc/html/functions_func_0x74.html (revision 271)
+++ doc/html/functions_func_0x74.html (revision 275)
@@ -115,5 +115,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libDC_8h-source.html
===================================================================
--- doc/html/libDC_8h-source.html (revision 271)
+++ doc/html/libDC_8h-source.html (revision 275)
@@ -215,5 +215,5 @@
 <a name="l00293"></a>00293 <span class="preprocessor">#endif // DC_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/arx_8h-source.html
===================================================================
--- doc/html/arx_8h-source.html (revision 271)
+++ doc/html/arx_8h-source.html (revision 275)
@@ -123,5 +123,5 @@
 <a name="l00118"></a>00118 
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:22 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KFcondR.html
===================================================================
--- doc/html/classbdm_1_1KFcondR.html (revision 271)
+++ doc/html/classbdm_1_1KFcondR.html (revision 275)
@@ -146,5 +146,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::KFcondR::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -307,5 +307,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a><li>libKF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:37 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x7a.html
===================================================================
--- doc/html/functions_0x7a.html (revision 271)
+++ doc/html/functions_0x7a.html (revision 275)
@@ -111,5 +111,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/itppconf_8h-source.html
===================================================================
--- doc/html/itppconf_8h-source.html (revision 271)
+++ doc/html/itppconf_8h-source.html (revision 275)
@@ -91,5 +91,5 @@
 <a name="l00033"></a>00033 <span class="preprocessor">#endif ITPPCONF</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x6b.html
===================================================================
--- doc/html/functions_func_0x6b.html (revision 271)
+++ doc/html/functions_func_0x6b.html (revision 275)
@@ -116,5 +116,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/loggers__ui_8h.html
===================================================================
--- doc/html/loggers__ui_8h.html (revision 271)
+++ doc/html/loggers__ui_8h.html (revision 275)
@@ -88,5 +88,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1egamma.html
===================================================================
--- doc/html/classbdm_1_1egamma.html (revision 271)
+++ doc/html/classbdm_1_1egamma.html (revision 275)
@@ -88,5 +88,5 @@
 <p>
 Multivariate Gamma density as product of independent univariate densities. <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]" src="form_8.png">
+<img class="formulaDsp" alt="\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]" src="form_59.png">
 <p>
  <table border="0" cellpadding="0" cellspacing="0">
@@ -96,5 +96,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#6ed82f0fd05f6002487256d8e75a0bbd">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a8e11e5a580ff42a1b205974c60768c6"></a><!-- doxytag: member="bdm::egamma::evallog" ref="a8e11e5a580ff42a1b205974c60768c6" args="(const vec &amp;val) const " -->
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a8e11e5a580ff42a1b205974c60768c6">evallog</a> (const vec &amp;val) const </td></tr>
@@ -104,5 +104,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#9a66cbd100e8520c769ccb3c451f86f8">lognc</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_60.png"> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_74.png"> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0865cb3d6339fdc7410806cf70a329ed"></a><!-- doxytag: member="bdm::egamma::_alpha" ref="0865cb3d6339fdc7410806cf70a329ed" args="()" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#0865cb3d6339fdc7410806cf70a329ed">_alpha</a> ()</td></tr>
@@ -163,5 +163,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::egamma::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -199,9 +199,9 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#0901ec983e66b8337aaa506e13b122fa">alpha</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\alpha$" src="form_15.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\alpha$" src="form_75.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="457bfb1ccb2057df85073e519a15ccc1"></a><!-- doxytag: member="bdm::egamma::beta" ref="457bfb1ccb2057df85073e519a15ccc1" args="" -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#457bfb1ccb2057df85073e519a15ccc1">beta</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\beta$" src="form_16.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\beta$" src="form_76.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::egamma::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" -->
 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr>
@@ -216,5 +216,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a><li>libEF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:52 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:45 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIrv-members.html
===================================================================
--- doc/html/classUIrv-members.html (revision 275)
+++ doc/html/classUIrv-members.html (revision 275)
@@ -0,0 +1,82 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Member List</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
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+        button=document.createElement('img');
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+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>UIrv Member List</h1>This is the complete list of members for <a class="el" href="classUIrv.html">UIrv</a>, including all inherited members.<p><table>
+  <tr class="memlist"><td><a class="el" href="classUIrv.html#c7c4a2d75a7ce775b59efeed8fc928dc">build</a>(Setting &amp;S) const </td><td><a class="el" href="classUIrv.html">UIrv</a></td><td><code> [inline, virtual]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>get_as</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getivec</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getmat</b>(Setting &amp;S, int ncols) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getvec</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1UIbuilder.html#c75103dd58395644e80f1eea886c656b">UIbuilder</a>(const string &amp;typ)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>UIrv</b>() (defined in <a class="el" href="classUIrv.html">UIrv</a>)</td><td><a class="el" href="classUIrv.html">UIrv</a></td><td><code> [inline]</code></td></tr>
+</table></div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/kalman.html
===================================================================
--- doc/html/kalman.html (revision 275)
+++ doc/html/kalman.html (revision 275)
@@ -0,0 +1,120 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Examples of (extended) Kalman filtering</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
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+  </div>
+  <div class="navpath"><a class="el" href="manual.html">User Manual</a>
+  </div>
+</div>
+<div class="contents">
+<h1><a class="anchor" name="kalman">Examples of (extended) Kalman filtering </a></h1>Kalman filtering and Extended Kalman filtering are special cases of Bayesian filtering. The Kalman filter is optimal for linear state space model with Gaussian disturbances, the extended Kalman filter is derived as linearization of non-linear state space models with Gaussian noises. Hence it is only sub-optimal filter.<p>
+More advanced filtering algorithms for non-linear non-Gaussian models can be derived, see ...<h2><a class="anchor" name="klm">
+Kalman Filtering</a></h2>
+Kalman filtering is optimal estimation procedure for linear state space model: <p class="formulaDsp">
+<img class="formulaDsp" alt="\begin{eqnarray} x_t &amp;= &amp;A x_{t-1} + B u_{t} + v_t,\\ y_t &amp;= &amp;C x_{t} + D u_{t} + w_t, \end{eqnarray}" src="form_92.png">
+<p>
+ where <img class="formulaInl" alt="$ x_t $" src="form_93.png"> is the state, <img class="formulaInl" alt="$ y_t $" src="form_6.png"> is the system output, <img class="formulaInl" alt="$ A, B, C, D$" src="form_94.png"> are state matrices of appropriate dimensions, <img class="formulaInl" alt="$v_t, w_t$" src="form_95.png"> are zero mean Gaussian noises with covariance matrices <img class="formulaInl" alt="$Q, R$" src="form_96.png">, respectively.<p>
+Both prior and posterior densities on the state are Gaussian, i.e. of the class enorm.<p>
+There is a range of classes that implements this functionality, namely:<ul>
+<li><a class="el" href="classbdm_1_1KalmanFull.html" title="Basic Kalman filter with full matrices (education purpose only)! Will be deleted...">bdm::KalmanFull</a> which implements the estimation algorithm on full matrices,</li><li><a class="el" href="classbdm_1_1KalmanCh.html" title="Kalman filter in square root form.">bdm::KalmanCh</a> which implements the estimation algorithm using choleski decompositions and QR algorithm.</li></ul>
+<h2><a class="anchor" name="ekf">
+Extended Kalman Filtering</a></h2>
+Extended Kalman filtering arise by linearization of non-linear state space model: <p class="formulaDsp">
+<img class="formulaDsp" alt="\begin{eqnarray} x_t &amp;= &amp;g( x_{t-1}, u_{t}) + v_t,\\ y_t &amp;= &amp;h( x_{t} , u_{t}) + w_t, \end{eqnarray}" src="form_97.png">
+<p>
+ where <img class="formulaInl" alt="$ g(), h() $" src="form_98.png"> are general non-linear functions which have finite derivatives. Remaining variables have the same meaning as in the Kalman Filter.<p>
+In order to use this class, the non-linear functions and their derivatives must be defined as an instance of class <code>diffbifn</code>.<p>
+Two classes are defined:<ul>
+<li><a class="el" href="classbdm_1_1EKFfull.html" title="Extended Kalman Filter in full matrices.">bdm::EKFfull</a> on full size matrices,</li><li><a class="el" href="classbdm_1_1EKFCh.html" title="Extended Kalman Filter in Square root.">bdm::EKFCh</a> on Choleski decompositions and using QR algorithm.</li></ul>
+<h2><a class="anchor" name="exa">
+Examples of Use</a></h2>
+The classes can be used directly in C++ or via User Info. The latter example is illustrated in file estimator. A very short example of the former follows:<p>
+<div class="fragment"><pre class="fragment"><span class="preprocessor">#include &lt;<a class="code" href="libKF_8h.html" title="Bayesian Filtering for linear Gaussian models (Kalman Filter) and extensions.">estim/libKF.h</a>&gt;</span>
+<span class="keyword">using namespace </span>bdm;
+        
+<span class="comment">// estimation of AR(0) model</span>
+<span class="keywordtype">int</span> main() {
+        <span class="comment">//dimensions</span>
+        <span class="keywordtype">int</span> dx=3, dy=3, du=1;
+        <span class="comment">// matrices</span>
+        mat A = eye(dx);
+        mat B = zeros(dx,du);
+        mat C = eye(dx);
+        mat D = zeros(dy,du);
+        mat Q = eye(dx);
+        mat R = 0.1*eye(dy);
+        <span class="comment">//prior</span>
+        mat P0 = 100*eye(dx);
+        vec mu0 = zeros(dx);
+        <span class="comment">// Estimator</span>
+        KalmanCh KF;
+        KF.set_parameters(A,B,C,D,<span class="comment">/*covariances*/</span> Q,R);
+        KF.set_statistics(mu0,P0);
+        <span class="comment">// Estimation loop</span>
+        <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i=0;i&lt;100;i++){
+                KF.bayes(randn(dx+du));
+        }
+        <span class="comment">//print results</span>
+        cout &lt;&lt; <span class="stringliteral">"Posterior estimate of x is: "</span>  &lt;&lt; endl;
+        cout &lt;&lt; <span class="stringliteral">"mean: "</span>&lt;&lt; KF.posterior().mean()&lt;&lt; endl;
+        cout &lt;&lt; <span class="stringliteral">"variance: "</span>&lt;&lt; KF.posterior().variance()&lt;&lt; endl;
+}
+</pre></div> </div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/itfile.html
===================================================================
--- doc/html/itfile.html (revision 271)
+++ doc/html/itfile.html (revision 275)
@@ -105,5 +105,5 @@
 a = [1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20]
 </pre></div> </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1enorm.html
===================================================================
--- doc/html/classbdm_1_1enorm.html (revision 271)
+++ doc/html/classbdm_1_1enorm.html (revision 275)
@@ -127,5 +127,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#e1a48f52351ec3a349bd443b713b1766">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ebd96125aed74f9504033bb3605849db"></a><!-- doxytag: member="bdm::enorm::sample" ref="ebd96125aed74f9504033bb3605849db" args="(int N) const " -->
 mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>sample</b> (int N) const </td></tr>
@@ -138,5 +138,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#25785343aff102cc5df1cab08ba16d32">lognc</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_60.png"> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_74.png"> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b2fa2915c35366392fe9bb022ca1a600"></a><!-- doxytag: member="bdm::enorm::mean" ref="b2fa2915c35366392fe9bb022ca1a600" args="() const " -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#b2fa2915c35366392fe9bb022ca1a600">mean</a> () const </td></tr>
@@ -185,5 +185,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::enorm::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -230,5 +230,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:51 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x66.html
===================================================================
--- doc/html/functions_0x66.html (revision 271)
+++ doc/html/functions_0x66.html (revision 275)
@@ -127,5 +127,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1RV.html
===================================================================
--- doc/html/classbdm_1_1RV.html (revision 271)
+++ doc/html/classbdm_1_1RV.html (revision 275)
@@ -329,5 +329,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a><li>libBM.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:43 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:38 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classldmat.html
===================================================================
--- doc/html/classldmat.html (revision 271)
+++ doc/html/classldmat.html (revision 275)
@@ -87,5 +87,5 @@
 <p>
 Matrix is decomposed as follows: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[M = L'DL\]" src="form_5.png">
+<img class="formulaDsp" alt="\[M = L'DL\]" src="form_20.png">
 <p>
  where only <img class="formulaInl" alt="$L$" src="form_21.png"> and <img class="formulaInl" alt="$D$" src="form_22.png"> matrices are stored. All inplace operations modifies only these and the need to compose and decompose the matrix is avoided. <table border="0" cellpadding="0" cellspacing="0">
@@ -503,5 +503,5 @@
 <li><a class="el" href="libDC_8h-source.html">libDC.h</a><li>libDC.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:30 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:28 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1merger.html
===================================================================
--- doc/html/classbdm_1_1merger.html (revision 271)
+++ doc/html/classbdm_1_1merger.html (revision 275)
@@ -167,5 +167,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::merger::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -307,5 +307,5 @@
 <li><a class="el" href="merger_8h-source.html">merger.h</a><li>merger.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:39 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:35 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1datalink__m2m.html
===================================================================
--- doc/html/classbdm_1_1datalink__m2m.html (revision 271)
+++ doc/html/classbdm_1_1datalink__m2m.html (revision 275)
@@ -151,5 +151,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:46 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/group__math.html
===================================================================
--- doc/html/group__math.html (revision 271)
+++ doc/html/group__math.html (revision 275)
@@ -143,5 +143,5 @@
 </div><p>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x75.html
===================================================================
--- doc/html/functions_func_0x75.html (revision 271)
+++ doc/html/functions_func_0x75.html (revision 275)
@@ -108,5 +108,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1ArxDS-members.html
===================================================================
--- doc/html/classbdm_1_1ArxDS-members.html (revision 271)
+++ doc/html/classbdm_1_1ArxDS-members.html (revision 275)
@@ -100,5 +100,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:49 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:42 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1BMEF.html
===================================================================
--- doc/html/classbdm_1_1BMEF.html (revision 271)
+++ doc/html/classbdm_1_1BMEF.html (revision 275)
@@ -134,5 +134,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::BMEF::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -266,5 +266,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a><li>libEF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:50 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/mixef_8h.html
===================================================================
--- doc/html/mixef_8h.html (revision 271)
+++ doc/html/mixef_8h.html (revision 275)
@@ -87,5 +87,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1MixEF-members.html
===================================================================
--- doc/html/classbdm_1_1MixEF-members.html (revision 271)
+++ doc/html/classbdm_1_1MixEF-members.html (revision 275)
@@ -112,5 +112,5 @@
   <tr bgcolor="#f0f0f0"><td><b>~MixEF</b>() (defined in <a class="el" href="classbdm_1_1MixEF.html">bdm::MixEF</a>)</td><td><a class="el" href="classbdm_1_1MixEF.html">bdm::MixEF</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:39 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:35 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mgamma__fix.html
===================================================================
--- doc/html/classbdm_1_1mgamma__fix.html (revision 271)
+++ doc/html/classbdm_1_1mgamma__fix.html (revision 275)
@@ -88,10 +88,10 @@
 Gamma random walk around a fixed point. 
 <p>
-Mean value, <img class="formulaInl" alt="$\mu$" src="form_14.png">, of this density is given by a geometric combination of <code>rvc</code> and given fixed point, <img class="formulaInl" alt="$p$" src="form_42.png">. <img class="formulaInl" alt="$l$" src="form_43.png"> is the coefficient of the geometric combimation <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ \mu = \mu_{t-1} ^{l} p^{1-l}\]" src="form_18.png">
-<p>
-<p>
-Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_41.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_11.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_12.png">.<p>
-The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_13.png">. <table border="0" cellpadding="0" cellspacing="0">
+Mean value, <img class="formulaInl" alt="$\mu$" src="form_62.png">, of this density is given by a geometric combination of <code>rvc</code> and given fixed point, <img class="formulaInl" alt="$p$" src="form_54.png">. <img class="formulaInl" alt="$l$" src="form_72.png"> is the coefficient of the geometric combimation <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ \mu = \mu_{t-1} ^{l} p^{1-l}\]" src="form_73.png">
+<p>
+<p>
+Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_63.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_64.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_65.png">.<p>
+The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_66.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -115,5 +115,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -172,5 +172,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#b20cf88cca1fe9b0b8f2a412608bfd09">k</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_41.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_63.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3d95f4dde9214ff6dba265e18af60312"></a><!-- doxytag: member="bdm::mgamma_fix::_beta" ref="3d95f4dde9214ff6dba265e18af60312" args="" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#3d95f4dde9214ff6dba265e18af60312">_beta</a></td></tr>
@@ -208,5 +208,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -254,5 +254,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -267,5 +267,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:55 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:47 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x6c.html
===================================================================
--- doc/html/functions_func_0x6c.html (revision 271)
+++ doc/html/functions_func_0x6c.html (revision 275)
@@ -143,5 +143,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFfull.html
===================================================================
--- doc/html/classbdm_1_1EKFfull.html (revision 271)
+++ doc/html/classbdm_1_1EKFfull.html (revision 275)
@@ -134,5 +134,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKFfull::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -278,5 +278,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a><li>libKF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:35 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:33 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/ekf__templ_8h.html
===================================================================
--- doc/html/ekf__templ_8h.html (revision 271)
+++ doc/html/ekf__templ_8h.html (revision 275)
@@ -86,5 +86,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KFcondQR.html
===================================================================
--- doc/html/classbdm_1_1KFcondQR.html (revision 271)
+++ doc/html/classbdm_1_1KFcondQR.html (revision 275)
@@ -146,5 +146,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::KFcondQR::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -307,5 +307,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a><li>libKF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:37 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFful__unQR-members.html
===================================================================
--- doc/html/classbdm_1_1EKFful__unQR-members.html (revision 271)
+++ doc/html/classbdm_1_1EKFful__unQR-members.html (revision 275)
@@ -119,5 +119,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1BMcond.html#7d68d46cfcc36f9cc07a15a5403b5a1a">~BMcond</a>()</td><td><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:33 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1ARX-members.html
===================================================================
--- doc/html/classbdm_1_1ARX-members.html (revision 271)
+++ doc/html/classbdm_1_1ARX-members.html (revision 275)
@@ -110,5 +110,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:33 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x67.html
===================================================================
--- doc/html/functions_0x67.html (revision 271)
+++ doc/html/functions_0x67.html (revision 275)
@@ -124,5 +124,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/hierarchy.html
===================================================================
--- doc/html/hierarchy.html (revision 271)
+++ doc/html/hierarchy.html (revision 275)
@@ -273,5 +273,5 @@
 </html>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KalmanFull-members.html
===================================================================
--- doc/html/classbdm_1_1KalmanFull-members.html (revision 271)
+++ doc/html/classbdm_1_1KalmanFull-members.html (revision 275)
@@ -90,5 +90,5 @@
   <tr bgcolor="#f0f0f0"><td><b>R</b> (defined in <a class="el" href="classbdm_1_1KalmanFull.html">bdm::KalmanFull</a>)</td><td><a class="el" href="classbdm_1_1KalmanFull.html">bdm::KalmanFull</a></td><td><code> [protected]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:34 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:32 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFCh__unQ-members.html
===================================================================
--- doc/html/classbdm_1_1EKFCh__unQ-members.html (revision 271)
+++ doc/html/classbdm_1_1EKFCh__unQ-members.html (revision 275)
@@ -127,5 +127,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1BMcond.html#7d68d46cfcc36f9cc07a15a5403b5a1a">~BMcond</a>()</td><td><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:33 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:31 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1Kalman-members.html
===================================================================
--- doc/html/classbdm_1_1Kalman-members.html (revision 271)
+++ doc/html/classbdm_1_1Kalman-members.html (revision 275)
@@ -113,5 +113,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:35 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:32 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions.html
===================================================================
--- doc/html/functions.html (revision 271)
+++ doc/html/functions.html (revision 275)
@@ -180,5 +180,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eprod-members.html
===================================================================
--- doc/html/classbdm_1_1eprod-members.html (revision 271)
+++ doc/html/classbdm_1_1eprod-members.html (revision 275)
@@ -93,5 +93,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1eprod.html#708b37971aab3667f20e325c358632cf">~eprod</a>()</td><td><a class="el" href="classbdm_1_1eprod.html">bdm::eprod</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:41 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KFcondR-members.html
===================================================================
--- doc/html/classbdm_1_1KFcondR-members.html (revision 271)
+++ doc/html/classbdm_1_1KFcondR-members.html (revision 275)
@@ -119,5 +119,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1BMcond.html#7d68d46cfcc36f9cc07a15a5403b5a1a">~BMcond</a>()</td><td><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:37 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/mexlog_8h-source.html
===================================================================
--- doc/html/mexlog_8h-source.html (revision 271)
+++ doc/html/mexlog_8h-source.html (revision 275)
@@ -103,5 +103,5 @@
 <a name="l00047"></a>00047 UIREGISTER(UImexlog);
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1datalink.html
===================================================================
--- doc/html/classbdm_1_1datalink.html (revision 275)
+++ doc/html/classbdm_1_1datalink.html (revision 275)
@@ -0,0 +1,135 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: bdm::datalink Class Reference</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
+  var num=this.id.replace(/[^[0-9]/g,'');
+  var button=this.firstChild;
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+    sectionDiv.style.display='block';
+    button.src='open.gif';
+  }else{
+    sectionDiv.style.display='none';
+    button.src='closed.gif';
+  }
+}
+function initDynSections(){
+  var divs=document.getElementsByTagName('div');
+  var sectionCounter=1;
+  for(var i=0;i<divs.length-1;i++){
+    if(divs[i].className=='dynheader'&&divs[i+1].className=='dynsection'){
+      var header=divs[i];
+      var section=divs[i+1];
+      var button=header.firstChild;
+      if (button!='IMG'){
+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
+        divs[i].insertBefore(button,divs[i].firstChild);
+      }
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+      header.onclick=changeDisplayState;
+      header.id='dynheader'+sectionCounter;
+      button.src='closed.gif';
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+      section.style.marginLeft='14px';
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+  }
+}
+window.onload = initDynSections;
+-->
+</script>
+<div class="navigation" id="top">
+  <div class="tabs">
+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1datalink.html">datalink</a>
+  </div>
+</div>
+<div class="contents">
+<h1>bdm::datalink Class Reference</h1><!-- doxytag: class="bdm::datalink" --><code>#include &lt;<a class="el" href="libBM_8h-source.html">libBM.h</a>&gt;</code>
+<p>
+<div class="dynheader">
+Inheritance diagram for bdm::datalink:</div>
+<div class="dynsection">
+
+<p><center><img src="classbdm_1_1datalink.png" usemap="#bdm::datalink_map" border="0" alt=""></center>
+<map name="bdm::datalink_map">
+<area href="classbdm_1_1datalink__m2e.html" alt="bdm::datalink_m2e" shape="rect" coords="0,56,116,80">
+<area href="classbdm_1_1datalink__m2m.html" alt="bdm::datalink_m2m" shape="rect" coords="0,112,116,136">
+</map>
+</div>
+
+<p>
+<a href="classbdm_1_1datalink-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
+DataLink is a connection between two data vectors Up and Down. 
+<p>
+Up can be longer than Down. Down must be fully present in Up (TODO optional) See chart: <div align="center">
+<img src="inline_dotgraph_3.dot.png" alt="inline_dotgraph_3.dot" border="0" usemap="#inline_dotgraph_3.dot.map">
+<map name="inline_dotgraph_3.dot.map"></map>
+</div>
+ <table border="0" cellpadding="0" cellspacing="0">
+<tr><td></td></tr>
+<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b8b5d5074fc1310a37c3713d58b900e2"></a><!-- doxytag: member="bdm::datalink::datalink" ref="b8b5d5074fc1310a37c3713d58b900e2" args="()" -->
+&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2">datalink</a> ()</td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor. <br></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4016403730eb742462614d60393565cd"></a><!-- doxytag: member="bdm::datalink::datalink" ref="4016403730eb742462614d60393565cd" args="(const RV &amp;rv, const RV &amp;rv_up)" -->
+&nbsp;</td><td class="memItemRight" valign="bottom"><b>datalink</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv_up)</td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fb8337aac8329eb0ca96bfb3ff73ec67"></a><!-- doxytag: member="bdm::datalink::set_connection" ref="fb8337aac8329eb0ca96bfb3ff73ec67" args="(const RV &amp;rv, const RV &amp;rv_up)" -->
+void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#fb8337aac8329eb0ca96bfb3ff73ec67">set_connection</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv_up)</td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set connection, rv must be fully present in rv_up <br></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5b5368c3899eed2f670d09142c2548e5"></a><!-- doxytag: member="bdm::datalink::pushdown" ref="5b5368c3899eed2f670d09142c2548e5" args="(const vec &amp;val_up)" -->
+vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#5b5368c3899eed2f670d09142c2548e5">pushdown</a> (const vec &amp;val_up)</td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Get val for myself from val of "Up". <br></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="610e966f2edb1fcd6a5b28267c571793"></a><!-- doxytag: member="bdm::datalink::pushup" ref="610e966f2edb1fcd6a5b28267c571793" args="(vec &amp;val_up, const vec &amp;val)" -->
+void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#610e966f2edb1fcd6a5b28267c571793">pushup</a> (vec &amp;val_up, const vec &amp;val)</td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Fill val of "Up" by my pieces. <br></td></tr>
+<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bc8ff50395fc1066a1e486dea18d987c"></a><!-- doxytag: member="bdm::datalink::downsize" ref="bc8ff50395fc1066a1e486dea18d987c" args="" -->
+int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c">downsize</a></td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Remember how long val should be. <br></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0f0d0af6848114d96108d3a6af25a045"></a><!-- doxytag: member="bdm::datalink::upsize" ref="0f0d0af6848114d96108d3a6af25a045" args="" -->
+int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045">upsize</a></td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Remember how long val of "Up" should be. <br></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="240b37d793c6bdc32824ed0a0541b1eb"></a><!-- doxytag: member="bdm::datalink::v2v_up" ref="240b37d793c6bdc32824ed0a0541b1eb" args="" -->
+ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb">v2v_up</a></td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">val-to-val link, indeces of the upper val <br></td></tr>
+</table>
+<hr>The documentation for this class was generated from the following file:<ul>
+<li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:39 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/estimator_8cpp.html
===================================================================
--- doc/html/estimator_8cpp.html (revision 275)
+++ doc/html/estimator_8cpp.html (revision 275)
@@ -0,0 +1,103 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: estimator.cpp File Reference</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
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+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li><a href="classes.html"><span>Classes</span></a></li>
+      <li class="current"><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>estimator.cpp File Reference</h1><hr><a name="_details"></a><h2>Detailed Description</h2>
+Application Estimator. 
+<p>
+The general task of estimation is defined on the following scheme: <div align="center">
+<img src="inline_dotgraph_1.dot.png" alt="inline_dotgraph_1.dot" border="0" usemap="#inline_dotgraph_1.dot.map">
+<map name="inline_dotgraph_1.dot.map"></map>
+</div>
+<p>
+Here, <ul>
+<li>Data Source is an object (class DS) providing sequential data, <img class="formulaInl" alt="$ [d_1, d_2, \ldots d_t] $" src="form_116.png">. </li>
+<li>Bayesian Model is an object (class BM) performing Bayesian filtering, </li>
+<li>Result Logger is an object (class logger) dedicated to storing important data from the experiment.</li>
+</ul>
+<h2><a class="anchor" name="cmd">
+Command-line usage</a></h2>
+Execute command: <div class="fragment"><pre class="fragment">$&gt; estimator config_file.cfg
+</pre></div><p>
+Full description of the experiment is in the file config_file.cfg which is expected to have the following structure: <div class="fragment"><pre class="fragment">system = {type = <span class="stringliteral">"DS_offspring"</span>, ...};      <span class="comment">// definition of a data source</span>
+estimator = {type = <span class="stringliteral">"BM_offspring"</span>, ...};   <span class="comment">// definition of an estimator</span>
+logger = {type = <span class="stringliteral">"logger_type"</span>,...};        <span class="comment">// definition of a logger</span>
+experiment = {ndat = 11000; };              <span class="comment">// definition of number of data records</span>
+</pre></div><p>
+The above description must be specialized to specific classes. See, <a class="el" href="arx_ui.html">Running experiment <code>estimator</code> with ARX data fields</a> how to do it for estimation of an ARX model.<h2><a class="anchor" name="ex">
+Matlab usage</a></h2>
+Execute command: <div class="fragment"><pre class="fragment">&gt;&gt; estimator(<span class="stringliteral">'config_file.cfg'</span>);
+</pre></div> when using loggers storing results on hard drives, and <div class="fragment"><pre class="fragment">&gt;&gt; Res=estimator(<span class="stringliteral">'config_file.cfg'</span>);
+</pre></div> when using logger of the type <code>"mexlog"</code>. The results will be stored in structure <code>M</code>. 
+<p>
+<code>#include &lt;<a class="el" href="libDS__ui_8h-source.html">stat/libDS_ui.h</a>&gt;</code><br>
+<code>#include &lt;<a class="el" href="arx__ui_8h-source.html">estim/arx_ui.h</a>&gt;</code><br>
+<table border="0" cellpadding="0" cellspacing="0">
+<tr><td></td></tr>
+<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0ddf1224851353fc92bfbff6f499fa97"></a><!-- doxytag: member="estimator.cpp::main" ref="0ddf1224851353fc92bfbff6f499fa97" args="(int argc, char *argv[])" -->
+int&nbsp;</td><td class="memItemRight" valign="bottom"><b>main</b> (int argc, char *argv[])</td></tr>
+
+</table>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/functions_func_0x76.html
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--- doc/html/functions_func_0x76.html (revision 271)
+++ doc/html/functions_func_0x76.html (revision 275)
@@ -118,5 +118,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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===================================================================
--- doc/html/functions_0x70.html (revision 271)
+++ doc/html/functions_0x70.html (revision 275)
@@ -134,5 +134,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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===================================================================
--- doc/html/functions_func_0x61.html (revision 271)
+++ doc/html/functions_func_0x61.html (revision 275)
@@ -114,5 +114,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mEF.html
===================================================================
--- doc/html/classbdm_1_1mEF.html (revision 271)
+++ doc/html/classbdm_1_1mEF.html (revision 275)
@@ -103,5 +103,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -180,5 +180,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -226,5 +226,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -239,5 +239,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:50 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/merger_8h.html
===================================================================
--- doc/html/merger_8h.html (revision 271)
+++ doc/html/merger_8h.html (revision 275)
@@ -80,5 +80,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:26 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1dirfilelog-members.html
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--- doc/html/classbdm_1_1dirfilelog-members.html (revision 271)
+++ doc/html/classbdm_1_1dirfilelog-members.html (revision 275)
@@ -87,5 +87,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1constfn.html
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--- doc/html/classbdm_1_1constfn.html (revision 271)
+++ doc/html/classbdm_1_1constfn.html (revision 275)
@@ -84,5 +84,5 @@
 <p>
 <a href="classbdm_1_1constfn-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
-class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_45.png">, here <code>rv</code> is empty <table border="0" cellpadding="0" cellspacing="0">
+class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_79.png">, here <code>rv</code> is empty <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -112,5 +112,5 @@
 <li><a class="el" href="libFN_8h-source.html">libFN.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:56 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x6d.html
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--- doc/html/functions_func_0x6d.html (revision 271)
+++ doc/html/functions_func_0x6d.html (revision 275)
@@ -169,5 +169,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classldmat-members.html
===================================================================
--- doc/html/classldmat-members.html (revision 271)
+++ doc/html/classldmat-members.html (revision 275)
@@ -107,5 +107,5 @@
   <tr class="memlist"><td><a class="el" href="classsqmat.html#0481f2067bb32aaea7e6d4f27e46b656">~sqmat</a>()</td><td><a class="el" href="classsqmat.html">sqmat</a></td><td><code> [inline, private, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:30 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:28 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKFCh-members.html
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--- doc/html/classbdm_1_1EKFCh-members.html (revision 271)
+++ doc/html/classbdm_1_1EKFCh-members.html (revision 275)
@@ -121,5 +121,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:36 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:33 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1MPF.html
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--- doc/html/classbdm_1_1MPF.html (revision 271)
+++ doc/html/classbdm_1_1MPF.html (revision 275)
@@ -142,5 +142,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::MPF::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -288,5 +288,5 @@
 <li><a class="el" href="libPF_8h-source.html">libPF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:38 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x68.html
===================================================================
--- doc/html/functions_0x68.html (revision 271)
+++ doc/html/functions_0x68.html (revision 275)
@@ -113,5 +113,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eigamma.html
===================================================================
--- doc/html/classbdm_1_1eigamma.html (revision 271)
+++ doc/html/classbdm_1_1eigamma.html (revision 275)
@@ -88,9 +88,9 @@
 <p>
 Multivariate inverse-Gamma density as product of independent univariate densities. <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]" src="form_8.png">
+<img class="formulaDsp" alt="\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]" src="form_59.png">
 <p>
 <p>
 Inverse Gamma can be converted to Gamma using <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]" src="form_93.png">
+<img class="formulaDsp" alt="\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]" src="form_60.png">
 <p>
  This relation is used in sampling. <table border="0" cellpadding="0" cellspacing="0">
@@ -100,5 +100,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#3aff7bf25ddac27731c60826fcfd878f">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9e26c80c8e6708bfcf2e684958af6f91"></a><!-- doxytag: member="bdm::eigamma::evallog" ref="9e26c80c8e6708bfcf2e684958af6f91" args="(const vec &amp;val) const " -->
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#9e26c80c8e6708bfcf2e684958af6f91">evallog</a> (const vec &amp;val) const </td></tr>
@@ -108,5 +108,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#a52ac6d523e2fe05642d1f50fe66aec2">lognc</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_60.png"> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_74.png"> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="46cecb295edbabd28120cb0f6f572bcb"></a><!-- doxytag: member="bdm::eigamma::mean" ref="46cecb295edbabd28120cb0f6f572bcb" args="() const " -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#46cecb295edbabd28120cb0f6f572bcb">mean</a> () const </td></tr>
@@ -166,5 +166,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::eigamma::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -206,9 +206,9 @@
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#494fafd76d9448395efe160c9ba11ab6">alpha</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\alpha$" src="form_15.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\alpha$" src="form_75.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e32ff12ba6b2fdc22068c35dace23fa6"></a><!-- doxytag: member="bdm::eigamma::beta" ref="e32ff12ba6b2fdc22068c35dace23fa6" args="" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#e32ff12ba6b2fdc22068c35dace23fa6">beta</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\beta$" src="form_16.png"> (in fact it is 1/beta as used in definition of iG). <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\beta$" src="form_76.png"> (in fact it is 1/beta as used in definition of iG). <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::eigamma::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" -->
 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr>
@@ -223,5 +223,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:52 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:45 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_rela.html
===================================================================
--- doc/html/functions_rela.html (revision 271)
+++ doc/html/functions_rela.html (revision 275)
@@ -85,5 +85,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/annotated.html
===================================================================
--- doc/html/annotated.html (revision 271)
+++ doc/html/annotated.html (revision 275)
@@ -71,5 +71,5 @@
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1ArxDS.html">bdm::ArxDS</a></td><td class="indexvalue">Generator of <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">ARX</a> data </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td class="indexvalue">Root class of BDM objects </td></tr>
-  <tr><td class="indexkey"><a class="el" href="classbdm_1_1bilinfn.html">bdm::bilinfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_48.png"> </td></tr>
+  <tr><td class="indexkey"><a class="el" href="classbdm_1_1bilinfn.html">bdm::bilinfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_82.png"> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1BM.html">bdm::BM</a></td><td class="indexvalue">Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td class="indexvalue">Conditional Bayesian Filter </td></tr>
@@ -77,9 +77,9 @@
   <tr><td class="indexkey"><a class="el" href="classchmat.html">chmat</a></td><td class="indexvalue">Symmetric matrix stored in square root decomposition using upper cholesky </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1compositepdf.html">bdm::compositepdf</a></td><td class="indexvalue">Abstract composition of pdfs, will be used for specific classes this abstract class is common to <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> and <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> </td></tr>
-  <tr><td class="indexkey"><a class="el" href="classbdm_1_1constfn.html">bdm::constfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_45.png">, here <code>rv</code> is empty </td></tr>
+  <tr><td class="indexkey"><a class="el" href="classbdm_1_1constfn.html">bdm::constfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = a$" src="form_79.png">, here <code>rv</code> is empty </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td class="indexvalue">DataLink is a connection between two data vectors Up and Down </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1datalink__m2e.html">bdm::datalink_m2e</a></td><td class="indexvalue">Data link between </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1datalink__m2m.html">bdm::datalink_m2m</a></td><td class="indexvalue"></td></tr>
-  <tr><td class="indexkey"><a class="el" href="classbdm_1_1diffbifn.html">bdm::diffbifn</a></td><td class="indexvalue">Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_47.png"> </td></tr>
+  <tr><td class="indexkey"><a class="el" href="classbdm_1_1diffbifn.html">bdm::diffbifn</a></td><td class="indexvalue">Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_81.png"> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1dirfilelog.html">bdm::dirfilelog</a></td><td class="indexvalue">Logging into dirfile with buffer in memory </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1DS.html">bdm::DS</a></td><td class="indexvalue">Abstract class for discrete-time sources of data </td></tr>
@@ -101,5 +101,5 @@
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1eprod.html">bdm::eprod</a></td><td class="indexvalue">Product of independent epdfs. For dependent pdfs, use <a class="el" href="classbdm_1_1mprod.html" title="Chain rule decomposition of epdf.">mprod</a> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1euni.html">bdm::euni</a></td><td class="indexvalue">Uniform distributed density on a rectangular support </td></tr>
-  <tr><td class="indexkey"><a class="el" href="classbdm_1_1fnc.html">bdm::fnc</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_35.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code> </td></tr>
+  <tr><td class="indexkey"><a class="el" href="classbdm_1_1fnc.html">bdm::fnc</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_39.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classfsqmat.html">fsqmat</a></td><td class="indexvalue">Fake <a class="el" href="classsqmat.html" title="Virtual class for representation of double symmetric matrices in square-root form...">sqmat</a>. This class maps <a class="el" href="classsqmat.html" title="Virtual class for representation of double symmetric matrices in square-root form...">sqmat</a> operations to operations on full matrix </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1Kalman.html">bdm::Kalman&lt; sq_T &gt;</a></td><td class="indexvalue"><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with covariance matrices in square root form </td></tr>
@@ -109,5 +109,5 @@
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1KFcondR.html">bdm::KFcondR</a></td><td class="indexvalue"><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> Filter with conditional diagonal matrices R and Q </td></tr>
   <tr><td class="indexkey"><a class="el" href="classldmat.html">ldmat</a></td><td class="indexvalue">Matrix stored in LD form, (commonly known as UD) </td></tr>
-  <tr><td class="indexkey"><a class="el" href="classbdm_1_1linfn.html">bdm::linfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_46.png"> </td></tr>
+  <tr><td class="indexkey"><a class="el" href="classbdm_1_1linfn.html">bdm::linfn</a></td><td class="indexvalue">Class representing function <img class="formulaInl" alt="$f(x) = Ax+B$" src="form_80.png"> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1logger.html">bdm::logger</a></td><td class="indexvalue">Class for storing results (and semi-results) of an experiment </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1mEF.html">bdm::mEF</a></td><td class="indexvalue">Exponential family model </td></tr>
@@ -128,7 +128,7 @@
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1mprod.html">bdm::mprod</a></td><td class="indexvalue">Chain rule decomposition of <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1mratio.html">bdm::mratio</a></td><td class="indexvalue">Class representing ratio of two densities which arise e.g. by applying the Bayes rule. It represents density in the form: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_79.png">
+<img class="formulaDsp" alt="\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]" src="form_35.png">
 <p>
- where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_80.png"> </td></tr>
+ where <img class="formulaInl" alt="$ f(rvc) = \int f(rv,rvc) d\ rv $" src="form_36.png"> </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1multiBM.html">bdm::multiBM</a></td><td class="indexvalue">Estimator for Multinomial density </td></tr>
   <tr><td class="indexkey"><a class="el" href="classbdm_1_1PF.html">bdm::PF</a></td><td class="indexvalue">Trivial particle filter with proposal density equal to parameter evolution model </td></tr>
@@ -144,5 +144,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/formula.repository
===================================================================
--- doc/html/formula.repository (revision 271)
+++ doc/html/formula.repository (revision 275)
@@ -1,23 +1,23 @@
-\form#0:$A=\frac{df}{dx}|_{x0,u0}$
-\form#1:$A=\frac{d}{dx}f(x,u)|_{x0,u0}$
-\form#2:$A=\frac{d}{du}f(x,u)|_{x0,u0}$
-\form#3:$x \sim epdf(rv)$
-\form#4:\[ f(x|a,b) = \prod f(x_i|a_i,b_i) \]
-\form#5:\[M = L'DL\]
-\form#6:\[ x_t = A x_{t-1} + B u_t + Q^{1/2} e_t \]
-\form#7:\[ y_t = C x_{t-1} + C u_t + Q^{1/2} w_t. \]
-\form#8:\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]
-\form#9:$x^{(i)}, i=1..n$
-\form#10:$x \sim epdf(rv|cond)$
-\form#11:$\alpha=k$
-\form#12:$\beta=k/\mu$
-\form#13:$\mu/\sqrt(k)$
-\form#14:$\mu$
-\form#15:$\alpha$
-\form#16:$\beta$
-\form#17:\[ \left[\begin{array}{cc} R^{0.5}\\ P_{t|t-1}^{0.5}C' & P_{t|t-1}^{0.5}CA'\\ & Q^{0.5}\end{array}\right]<\mathrm{orth.oper.}>=\left[\begin{array}{cc} R_{y}^{0.5} & KA'\\ & P_{t+1|t}^{0.5}\\ \\\end{array}\right]\]
-\form#18:\[ \mu = \mu_{t-1} ^{l} p^{1-l}\]
-\form#19:$A=Ch' Ch$
-\form#20:$Ch$
+\form#0:\[ y_t = \theta_1 \psi_1 + \theta_2 + \psi_2 +\ldots + \theta_n \psi_n + r e_t \]
+\form#1:$[\theta r]$
+\form#2:$\psi=\psi(y_{1:t},u_{1:t})$
+\form#3:$u_t$
+\form#4:$e_t$
+\form#5:\[ e_t \sim \mathcal{N}(0,1). \]
+\form#6:$ y_t $
+\form#7:$\theta,r$
+\form#8:$ dt = [y_t psi_t] $
+\form#9:\[ x_t = A x_{t-1} + B u_t + Q^{1/2} e_t \]
+\form#10:\[ y_t = C x_{t-1} + C u_t + Q^{1/2} w_t. \]
+\form#11:\[ \left[\begin{array}{cc} R^{0.5}\\ P_{t|t-1}^{0.5}C' & P_{t|t-1}^{0.5}CA'\\ & Q^{0.5}\end{array}\right]<\mathrm{orth.oper.}>=\left[\begin{array}{cc} R_{y}^{0.5} & KA'\\ & P_{t+1|t}^{0.5}\\ \\\end{array}\right]\]
+\form#12:\[ f(y_t|\psi_t, \Theta) = \sum_{i=1}^{n} w_i f(y_t|\psi_t, \theta_i) \]
+\form#13:$\psi$
+\form#14:$w=[w_1,\ldots,w_n]$
+\form#15:$\theta_i$
+\form#16:$\Theta$
+\form#17:$\Theta = [\theta_1,\ldots,\theta_n,w]$
+\form#18:$A=Ch' Ch$
+\form#19:$Ch$
+\form#20:\[M = L'DL\]
 \form#21:$L$
 \form#22:$D$
@@ -34,108 +34,84 @@
 \form#33:$L'DL$
 \form#34:$A'*diag(D)*A = self.L'*diag(self.D)*self.L$
-\form#35:$f(x)$
-\form#36:$f(rv|rvc,data)$
-\form#37:$x=$
-\form#38:$t$
-\form#39:$t+1$
-\form#40:$mu=A*rvc$
-\form#41:$k$
-\form#42:$p$
-\form#43:$l$
-\form#44:$w$
-\form#45:$f(x) = a$
-\form#46:$f(x) = Ax+B$
-\form#47:$f(x,u)$
-\form#48:$f(x,u) = Ax+Bu$
-\form#49:$f(x0,u0)$
-\form#50:$u$
-\form#51:$[\theta r]$
-\form#52:$\psi=\psi(y_{1:t},u_{1:t})$
-\form#53:$u_t$
-\form#54:$e_t$
-\form#55:$\theta_t,r_t$
-\form#56:$\in <0,1>$
-\form#57:$\theta,r$
-\form#58:$dt = [y_t psi_t] $
-\form#59:$epdf(rv)$
-\form#60:$\mathcal{I}$
-\form#61:\[ y_t = \theta_1 \psi_1 + \theta_2 + \psi_2 +\ldots + \theta_n \psi_n + r e_t \]
-\form#62:\[ e_t \sim \mathcal{N}(0,1). \]
-\form#63:\[ f(x) = \sum_{i=1}^{n} w_{i} f_i(x), \quad \sum_{i=1}^n w_i = 1. \]
-\form#64:$f_i(x)$
-\form#65:$\omega$
-\form#66:\[ f(y_t|\psi_t, \Theta) = \sum_{i=1}^{n} w_i f(y_t|\psi_t, \theta_i) \]
-\form#67:$\psi$
-\form#68:$w=[w_1,\ldots,w_n]$
-\form#69:$\theta_i$
-\form#70:$\Theta$
-\form#71:$\Theta = [\theta_1,\ldots,\theta_n,w]$
-\form#72:$p\times$
-\form#73:$n$
-\form#74:\[ f(x|\beta) = \frac{\Gamma[\gamma]}{\prod_{i=1}^{n}\Gamma(\beta_i)} \prod_{i=1}^{n}x_i^(\beta_i-1) \]
-\form#75:$\gamma=\sum_i beta_i$
-\form#76:\[ f(x|\beta) = \frac{\Gamma[\gamma]}{\prod_{i=1}^{n}\Gamma(\beta_i)} \prod_{i=1}^{n}x_i^{\beta_i-1} \]
-\form#77:$\gamma=\sum_i \beta_i$
-\form#78:$mu=A*rvc+mu_0$
-\form#79:\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]
-\form#80:$ f(rvc) = \int f(rv,rvc) d\ rv $
-\form#81:\[ f(\theta|D) =\frac{f(D|\theta)f(\theta)}{f(D)}\]
-\form#82:$ \theta $
-\form#83:$ D $
-\form#84:$ f(D|\theta) $
-\form#85:$ f(\theta) $
-\form#86:$ f(D) $
-\form#87:$\alpha=\mu/k+2$
-\form#88:$\beta=\mu(\alpha-1)$
-\form#89:\[ f(a,b,c) = f(a|b,c) f(b) f(c) \]
-\form#90:$ f(a|b,c) $
-\form#91:$ f(b) $
-\form#92:$ f(c) $
-\form#93:\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]
-\form#94:$y_t$
-\form#95:$[\theta,\rho]$
-\form#96:$\phi_t$
-\form#97:$\mathcal{N}(0,1)$
-\form#98:$\phi$
-\form#99:\[ y_t = \theta' \phi_t + \rho e_t \]
-\form#100:$[u_t, y_{t-1 }, u_{t-1}, \ldots]$
-\form#101:\[ y_t = \theta' \psi_t + \rho e_t \]
+\form#35:\[ f(rv|rvc) = \frac{f(rv,rvc)}{f(rvc)} \]
+\form#36:$ f(rvc) = \int f(rv,rvc) d\ rv $
+\form#37:\[ f(x) = \sum_{i=1}^{n} w_{i} f_i(x), \quad \sum_{i=1}^n w_i = 1. \]
+\form#38:$f_i(x)$
+\form#39:$f(x)$
+\form#40:$f(rv|rvc,data)$
+\form#41:$x=$
+\form#42:$ x $
+\form#43:$ f_x()$
+\form#44:$ [x_1 , x_2 , \ldots \ $
+\form#45:$ f_x(rv)$
+\form#46:$x \sim epdf(rv|cond)$
+\form#47:$ t $
+\form#48:$ t+1 $
+\form#49:$ f(d_{t+1} |d_{t}, \ldots d_{0}) $
+\form#50:$t$
+\form#51:$[y_t, u_t, y_{t-1 }, u_{t-1}, \ldots]$
+\form#52:$ f(x_t|x_{t-1}) $
+\form#53:$ f(d_t|x_t) $
+\form#54:$p$
+\form#55:$p\times$
+\form#56:$n$
+\form#57:\[ f(x|\beta) = \frac{\Gamma[\gamma]}{\prod_{i=1}^{n}\Gamma(\beta_i)} \prod_{i=1}^{n}x_i^{\beta_i-1} \]
+\form#58:$\gamma=\sum_i \beta_i$
+\form#59:\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]
+\form#60:\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]
+\form#61:$mu=A*rvc+mu_0$
+\form#62:$\mu$
+\form#63:$k$
+\form#64:$\alpha=k$
+\form#65:$\beta=k/\mu$
+\form#66:$\mu/\sqrt(k)$
+\form#67:$ \mu $
+\form#68:$ k $
+\form#69:$ \alpha=\mu/k^2+2 $
+\form#70:$ \beta=\mu(\alpha-1)$
+\form#71:$ \mu/\sqrt(k)$
+\form#72:$l$
+\form#73:\[ \mu = \mu_{t-1} ^{l} p^{1-l}\]
+\form#74:$\mathcal{I}$
+\form#75:$\alpha$
+\form#76:$\beta$
+\form#77:$w$
+\form#78:$x^{(i)}, i=1..n$
+\form#79:$f(x) = a$
+\form#80:$f(x) = Ax+B$
+\form#81:$f(x,u)$
+\form#82:$f(x,u) = Ax+Bu$
+\form#83:$f(x0,u0)$
+\form#84:$A=\frac{d}{dx}f(x,u)|_{x0,u0}$
+\form#85:$u$
+\form#86:$A=\frac{d}{du}f(x,u)|_{x0,u0}$
+\form#87:$ f(D) $
+\form#88:\[ f(a,b,c) = f(a|b,c) f(b) f(c) \]
+\form#89:$ f(a|b,c) $
+\form#90:$ f(b) $
+\form#91:$ f(c) $
+\form#92:\begin{eqnarray} x_t &= &A x_{t-1} + B u_{t} + v_t,\\ y_t &= &C x_{t} + D u_{t} + w_t, \end{eqnarray}
+\form#93:$ x_t $
+\form#94:$ A, B, C, D$
+\form#95:$v_t, w_t$
+\form#96:$Q, R$
+\form#97:\begin{eqnarray} x_t &= &g( x_{t-1}, u_{t}) + v_t,\\ y_t &= &h( x_{t} , u_{t}) + w_t, \end{eqnarray}
+\form#98:$ g(), h() $
+\form#99:\[ y_t = \theta' \psi_t + \rho e_t \]
+\form#100:$y_t$
+\form#101:$[\theta,\rho]$
 \form#102:$\psi_t$
-\form#103:$[y_t, u_t, y_{t-1 }, u_{t-1}, \ldots]$
-\form#104:$ f(x_t|x_{t-1}) $
-\form#105:$ f(d_t|x_t) $
-\form#106:$ x $
-\form#107:$ f_x()$
-\form#108:$ [x_1 , x_2 , \ldots \ $
-\form#109:$ f_x(rv)$
-\form#110:$ t $
-\form#111:$ t+1 $
-\form#112:$ f(d_{t+1} |d_{t}, \ldots d_{0}) $
-\form#113:$ \mu $
-\form#114:$ k $
-\form#115:$ \alpha=\mu/k^2+2 $
-\form#116:$ \beta=\mu(\alpha-1)$
-\form#117:$ \mu/\sqrt(k)$
-\form#118:$ y_t $
-\form#119:$ dt = [y_t psi_t] $
-\form#120:$ [d_1, d_2, \ldots d_t] $
-\form#121:\begin{eqnarray} x_t &= &A x_{t-1} + B u_{t} + v_t,\\ y_t &= &C x_{t} + D u_{t} + w_t, \end{eqnarray}
-\form#122:$ x_t $
-\form#123:$ A, B, C, D$
-\form#124:$v_t, w_t$
-\form#125:$Q, R\$, respectively. Both prior and posterior densities on the state are Gaussian, i.e. of the class enorm. There is a range of classes that implements this functionality, namely: - KalmanFull which implements the estimation algorithm on full matrices, - KalmanCh which implements the estimation algorithm using choleski decompositions and QR algorithm. \section ekf Extended Kalman Filtering Extended Kalman filtering arise by linearization of non-linear state space model: \f{eqnarray} x_t &= &g( x_{t-1}, u_{t}) + v_t,\\ y_t &= &h( x_{t} , u_{t}) + w_t, \f} where $
-\form#126:$Q, R$
-\form#127:\begin{eqnarray} x_t &= &g( x_{t-1}, u_{t}) + v_t,\\ y_t &= &h( x_{t} , u_{t}) + w_t, \end{eqnarray}
-\form#128:$ g(), h() $
-\form#129:\[ V_t = \sum_{i=0}^{n} \left[\begin{array}{c}y_{t}\\ \psi_{t}\end{array}\right] \begin{array}{c} [y_{t}',\,\psi_{t}']\\ \\\end{array} \]
-\form#130:\[ \nu_t = \sum_{i=0}^{n} 1 \]
-\form#131:$ \theta_t , r_t $
-\form#132:\[ V_t = V_{t-1} + \phi \left[\begin{array}{c}y_{t}\\ \psi_{t}\end{array}\right] \begin{array}{c} [y_{t}',\,\psi_{t}']\\ \\\end{array} +(1-\phi) V_0 \]
-\form#133:\[ \nu_t = \nu_{t-1} + \phi + (1-\phi) \nu_0 \]
-\form#134:$ \phi $
-\form#135:$ \phi \in [0,1]$
-\form#136:\[ \mathrm{win_length} = \frac{1}{1-\phi}\]
-\form#137:$ \phi=0.9 $
-\form#138:$ V_0 , \nu_0 $
-\form#139:$ V_t , \nu_t $
-\form#140:$ \phi<1 $
+\form#103:$\mathcal{N}(0,1)$
+\form#104:\[ V_t = \sum_{i=0}^{n} \left[\begin{array}{c}y_{t}\\ \psi_{t}\end{array}\right] \begin{array}{c} [y_{t}',\,\psi_{t}']\\ \\\end{array} \]
+\form#105:\[ \nu_t = \sum_{i=0}^{n} 1 \]
+\form#106:$ \theta_t , r_t $
+\form#107:\[ V_t = V_{t-1} + \phi \left[\begin{array}{c}y_{t}\\ \psi_{t}\end{array}\right] \begin{array}{c} [y_{t}',\,\psi_{t}']\\ \\\end{array} +(1-\phi) V_0 \]
+\form#108:\[ \nu_t = \nu_{t-1} + \phi + (1-\phi) \nu_0 \]
+\form#109:$ \phi $
+\form#110:$ \phi \in [0,1]$
+\form#111:\[ \mathrm{win_length} = \frac{1}{1-\phi}\]
+\form#112:$ \phi=0.9 $
+\form#113:$ V_0 , \nu_0 $
+\form#114:$ V_t , \nu_t $
+\form#115:$ \phi<1 $
+\form#116:$ [d_1, d_2, \ldots d_t] $
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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+<div class="contents">
+<h1><a class="anchor" name="tut_arx">Theory of ARX model estimation </a></h1><p>
+The <code>ARX</code> (AutoregRessive with eXogeneous input) model is defined as follows: <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ y_t = \theta' \psi_t + \rho e_t \]" src="form_99.png">
+<p>
+ where <img class="formulaInl" alt="$y_t$" src="form_100.png"> is the system output, <img class="formulaInl" alt="$[\theta,\rho]$" src="form_101.png"> is vector of unknown parameters, <img class="formulaInl" alt="$\psi_t$" src="form_102.png"> is an vector of data-dependent regressors, and noise <img class="formulaInl" alt="$e_t$" src="form_4.png"> is assumed to be Normal distributed <img class="formulaInl" alt="$\mathcal{N}(0,1)$" src="form_103.png">.<p>
+Special cases include: <ul>
+<li>estimation of unknown mean and variance of a Gaussian density from independent samples.</li>
+</ul>
+<h2><a class="anchor" name="off">
+Off-line estimation:</a></h2>
+This particular model belongs to the exponential family, hence it has conjugate distribution (i.e. both prior and posterior) of the Gauss-inverse-Wishart form. See [ref]<p>
+Estimation of this family can be achieved by accumulation of sufficient statistics. The sufficient statistics Gauss-inverse-Wishart density is composed of: <dl>
+<dt>Information matrix </dt>
+<dd>which is a sum of outer products <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ V_t = \sum_{i=0}^{n} \left[\begin{array}{c}y_{t}\\ \psi_{t}\end{array}\right] \begin{array}{c} [y_{t}',\,\psi_{t}']\\ \\\end{array} \]" src="form_104.png">
+<p>
+ </dd>
+<dt>"Degree of freedom" </dt>
+<dd>which is an accumulator of number of data records <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ \nu_t = \sum_{i=0}^{n} 1 \]" src="form_105.png">
+<p>
+ </dd>
+</dl>
+<h2><a class="anchor" name="on">
+On-line estimation</a></h2>
+For online estimation with stationary parameters can be easily achieved by collecting the sufficient statistics described above recursively.<p>
+Extension to non-stationaly parameters, <img class="formulaInl" alt="$ \theta_t , r_t $" src="form_106.png"> can be achieved by operation called forgetting. This is an approximation of Bayesian filtering see [Kulhavy]. The resulting algorithm is defined by manipulation of sfficient statistics: <dl>
+<dt>Information matrix </dt>
+<dd>which is a sum of outer products <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ V_t = V_{t-1} + \phi \left[\begin{array}{c}y_{t}\\ \psi_{t}\end{array}\right] \begin{array}{c} [y_{t}',\,\psi_{t}']\\ \\\end{array} +(1-\phi) V_0 \]" src="form_107.png">
+<p>
+ </dd>
+<dt>"Degree of freedom" </dt>
+<dd>which is an accumulator of number of data records <p class="formulaDsp">
+<img class="formulaDsp" alt="\[ \nu_t = \nu_{t-1} + \phi + (1-\phi) \nu_0 \]" src="form_108.png">
+<p>
+ </dd>
+</dl>
+where <img class="formulaInl" alt="$ \phi $" src="form_109.png"> is the forgetting factor, typically <img class="formulaInl" alt="$ \phi \in [0,1]$" src="form_110.png"> roughly corresponding to the effective length of the exponential window by relation:<p class="formulaDsp">
+<img class="formulaDsp" alt="\[ \mathrm{win_length} = \frac{1}{1-\phi}\]" src="form_111.png">
+<p>
+ Hence, <img class="formulaInl" alt="$ \phi=0.9 $" src="form_112.png"> corresponds to estimation on exponential window of effective length 10 samples.<p>
+Statistics <img class="formulaInl" alt="$ V_0 , \nu_0 $" src="form_113.png"> are called alternative statistics, their role is to stabilize estimation. It is easy to show that for zero data, the statistics <img class="formulaInl" alt="$ V_t , \nu_t $" src="form_114.png"> converge to the alternative statistics.<h2><a class="anchor" name="str">
+Structure estimation</a></h2>
+For this model, structure estimation is a form of model selection procedure. Specifically, we compare hypotheses that the data were generated by the full model with hypotheses that some regressors in vector <img class="formulaInl" alt="$\psi$" src="form_13.png"> are redundant. The number of possible hypotheses is then the number of all possible combinations of all regressors.<p>
+However, due to property known as nesting in exponential family, these hypotheses can be tested using only the posterior statistics. (This property does no hold for forgetting <img class="formulaInl" alt="$ \phi<1 $" src="form_115.png">). Hence, for low dimensional problems, this can be done by a tree search (method <a class="el" href="classbdm_1_1ARX.html#16b02ae03316751664c22d59d90c1e34" title="Brute force structure estimation.">bdm::ARX::structure_est()</a>). Or more sophisticated algorithm [ref Ludvik]<h2><a class="anchor" name="soft">
+Software Image</a></h2>
+Estimation of the ARX model is implemented in class <a class="el" href="classbdm_1_1ARX.html" title="Linear Autoregressive model with Gaussian noise.">bdm::ARX</a>. <ul>
+<li>models from exponential family share some properties, these are encoded in class <a class="el" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">bdm::BMEF</a> which is the parent of ARX </li>
+<li>one of the parameters of <a class="el" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">bdm::BMEF</a> is the forgetting factor which is stored in attribute <code>frg</code>, </li>
+<li>posterior density is stored inside the estimator in the form of <a class="el" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">bdm::egiw</a> </li>
+<li>references to statistics of the internal <code>egiw</code> class, i.e. attributes <code>V</code> and <code>nu</code> are established for convenience.</li>
+</ul>
+<h2><a class="anchor" name="try">
+How to try</a></h2>
+The best way to experiment with this object is to run matlab script <code>arx_test.m</code> located in directory <code></code>./library/tutorial. See <a class="el" href="arx_ui.html">Running experiment <code>estimator</code> with ARX data fields</a> for detailed description.<p>
+<ul>
+<li>In default setup, the parameters converge to the true values as expected. </li>
+<li>Try changing the forgetting factor, field <code>estimator.frg</code>, to values &lt;1. You should see increased lower and upper bounds on the estimates. </li>
+<li>Try different set of parameters, filed <code>system.theta</code>, you should note that poles close to zero are harder to identify. </li>
+</ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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+</html>
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 </div>
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 </div>
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 </div>
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 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_vars.html
===================================================================
--- doc/html/functions_vars.html (revision 271)
+++ doc/html/functions_vars.html (revision 275)
@@ -419,5 +419,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/graph_legend.html
===================================================================
--- doc/html/graph_legend.html (revision 271)
+++ doc/html/graph_legend.html (revision 275)
@@ -122,5 +122,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1diffbifn.html
===================================================================
--- doc/html/classbdm_1_1diffbifn.html (revision 271)
+++ doc/html/classbdm_1_1diffbifn.html (revision 275)
@@ -85,5 +85,5 @@
 <p>
 <a href="classbdm_1_1diffbifn-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
-Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_47.png">. 
+Class representing a differentiable function of two variables <img class="formulaInl" alt="$f(x,u)$" src="form_81.png">. 
 <p>
 Function of two variables.<p>
@@ -94,15 +94,15 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#188f31066bd72e1bf0ddacd1eb0e6af3">eval</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_49.png"> (VS: Do we really need common eval? ). <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_83.png"> (VS: Do we really need common eval? ). <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b5462c05b58cd38367ff946836bb82d3"></a><!-- doxytag: member="bdm::diffbifn::eval" ref="b5462c05b58cd38367ff946836bb82d3" args="(const vec &amp;x0, const vec &amp;u0)" -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#b5462c05b58cd38367ff946836bb82d3">eval</a> (const vec &amp;x0, const vec &amp;u0)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_49.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_83.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#651184f808a35f236dbfea21aca1b6ac">dfdx_cond</a> (const vec &amp;x0, const vec &amp;u0, mat &amp;A, bool full=true)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_1.png"> and writes result into <code>A</code> .  <a href="#651184f808a35f236dbfea21aca1b6ac"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_84.png"> and writes result into <code>A</code> .  <a href="#651184f808a35f236dbfea21aca1b6ac"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#6ea1dc7a482601b29c5ba36a52d20d07">dfdu_cond</a> (const vec &amp;x0, const vec &amp;u0, mat &amp;A, bool full=true)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_2.png"> and writes result into <code>A</code> .  <a href="#6ea1dc7a482601b29c5ba36a52d20d07"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_86.png"> and writes result into <code>A</code> .  <a href="#6ea1dc7a482601b29c5ba36a52d20d07"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="92ff29d748e445b440453a38d0b09681"></a><!-- doxytag: member="bdm::diffbifn::diffbifn" ref="92ff29d748e445b440453a38d0b09681" args="()" -->
 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#92ff29d748e445b440453a38d0b09681">diffbifn</a> ()</td></tr>
@@ -186,5 +186,5 @@
 
 <p>
-Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_1.png"> and writes result into <code>A</code> . 
+Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_84.png"> and writes result into <code>A</code> . 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -192,5 +192,5 @@
     <tr><td valign="top"></td><td valign="top"><em>full</em>&nbsp;</td><td>denotes that even unchanged entries are to be rewritten. When, false only the changed elements are computed. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>x0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$x$" src="form_28.png">, </td></tr>
-    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_50.png"> </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_85.png"> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>A</em>&nbsp;</td><td>a place where the result will be stored. </td></tr>
   </table>
@@ -241,5 +241,5 @@
 
 <p>
-Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_2.png"> and writes result into <code>A</code> . 
+Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_86.png"> and writes result into <code>A</code> . 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -247,5 +247,5 @@
     <tr><td valign="top"></td><td valign="top"><em>full</em>&nbsp;</td><td>denotes that even unchanged entries are to be rewritten. When, false only the changed elements are computed. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>x0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$x$" src="form_28.png">, </td></tr>
-    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_50.png"> </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_85.png"> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>A</em>&nbsp;</td><td>a place where the result will be stored. </td></tr>
   </table>
@@ -259,5 +259,5 @@
 <li><a class="el" href="libFN_8h-source.html">libFN.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:57 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mprod-members.html
===================================================================
--- doc/html/classbdm_1_1mprod-members.html (revision 271)
+++ doc/html/classbdm_1_1mprod-members.html (revision 275)
@@ -100,5 +100,5 @@
   <tr bgcolor="#f0f0f0"><td><b>~mprod</b>() (defined in <a class="el" href="classbdm_1_1mprod.html">bdm::mprod</a>)</td><td><a class="el" href="classbdm_1_1mprod.html">bdm::mprod</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:41 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/globals.html
===================================================================
--- doc/html/globals.html (revision 271)
+++ doc/html/globals.html (revision 275)
@@ -80,5 +80,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:58 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:49 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x69.html
===================================================================
--- doc/html/functions_0x69.html (revision 271)
+++ doc/html/functions_0x69.html (revision 275)
@@ -133,5 +133,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:27 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/loggers_8h-source.html
===================================================================
--- doc/html/loggers_8h-source.html (revision 271)
+++ doc/html/loggers_8h-source.html (revision 275)
@@ -104,5 +104,5 @@
 <a name="l00087"></a>00087 <span class="preprocessor">#endif // LGR_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:23 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mgamma.html
===================================================================
--- doc/html/classbdm_1_1mgamma.html (revision 271)
+++ doc/html/classbdm_1_1mgamma.html (revision 275)
@@ -88,6 +88,6 @@
 Gamma random walk. 
 <p>
-Mean value, <img class="formulaInl" alt="$\mu$" src="form_14.png">, of this density is given by <code>rvc</code> . Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_41.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_11.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_12.png">.<p>
-The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_13.png">. <table border="0" cellpadding="0" cellspacing="0">
+Mean value, <img class="formulaInl" alt="$\mu$" src="form_62.png">, of this density is given by <code>rvc</code> . Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_63.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_64.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_65.png">.<p>
+The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_66.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -107,5 +107,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -156,5 +156,5 @@
 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#b20cf88cca1fe9b0b8f2a412608bfd09">k</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_41.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_63.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3d95f4dde9214ff6dba265e18af60312"></a><!-- doxytag: member="bdm::mgamma::_beta" ref="3d95f4dde9214ff6dba265e18af60312" args="" -->
 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#3d95f4dde9214ff6dba265e18af60312">_beta</a></td></tr>
@@ -192,5 +192,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -238,5 +238,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -251,5 +251,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a><li>libEF.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:54 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:46 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classchmat.html
===================================================================
--- doc/html/classchmat.html (revision 271)
+++ doc/html/classchmat.html (revision 275)
@@ -83,5 +83,5 @@
 Symmetric matrix stored in square root decomposition using upper cholesky. 
 <p>
-This matrix represent <img class="formulaInl" alt="$A=Ch' Ch$" src="form_19.png"> where only the upper triangle <img class="formulaInl" alt="$Ch$" src="form_20.png"> is stored; <table border="0" cellpadding="0" cellspacing="0">
+This matrix represent <img class="formulaInl" alt="$A=Ch' Ch$" src="form_18.png"> where only the upper triangle <img class="formulaInl" alt="$Ch$" src="form_19.png"> is stored; <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -350,5 +350,5 @@
 <li><a class="el" href="chmat_8h-source.html">chmat.h</a><li>chmat.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:29 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1egamma-members.html
===================================================================
--- doc/html/classbdm_1_1egamma-members.html (revision 271)
+++ doc/html/classbdm_1_1egamma-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:52 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:45 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIArxDS-members.html
===================================================================
--- doc/html/classUIArxDS-members.html (revision 271)
+++ doc/html/classUIArxDS-members.html (revision 275)
@@ -76,5 +76,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1UIbuilder.html#c75103dd58395644e80f1eea886c656b">UIbuilder</a>(const string &amp;typ)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:31 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1eEF.html
===================================================================
--- doc/html/classbdm_1_1eEF.html (revision 271)
+++ doc/html/classbdm_1_1eEF.html (revision 275)
@@ -104,5 +104,5 @@
 virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#cd678fc9b02007a4b8d6692e746f1bf8">lognc</a> () const =0</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_60.png"> <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_74.png"> <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="deef7d6273ba4d5a5cf0bbd91ec7277a"></a><!-- doxytag: member="bdm::eEF::dupdate" ref="deef7d6273ba4d5a5cf0bbd91ec7277a" args="(mat &amp;v)" -->
 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#deef7d6273ba4d5a5cf0bbd91ec7277a">dupdate</a> (mat &amp;v)</td></tr>
@@ -142,9 +142,9 @@
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::eEF::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " -->
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::eEF::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
@@ -199,5 +199,5 @@
 <li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:49 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1RV-members.html
===================================================================
--- doc/html/classbdm_1_1RV-members.html (revision 271)
+++ doc/html/classbdm_1_1RV-members.html (revision 275)
@@ -101,5 +101,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:43 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:38 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1BMcond-members.html
===================================================================
--- doc/html/classbdm_1_1BMcond-members.html (revision 271)
+++ doc/html/classbdm_1_1BMcond-members.html (revision 275)
@@ -75,5 +75,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1BMcond.html#7d68d46cfcc36f9cc07a15a5403b5a1a">~BMcond</a>()</td><td><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:48 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:42 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classsqmat-members.html
===================================================================
--- doc/html/classsqmat-members.html (revision 271)
+++ doc/html/classsqmat-members.html (revision 275)
@@ -84,5 +84,5 @@
   <tr class="memlist"><td><a class="el" href="classsqmat.html#0481f2067bb32aaea7e6d4f27e46b656">~sqmat</a>()</td><td><a class="el" href="classsqmat.html">sqmat</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:30 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:28 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1emix.html
===================================================================
--- doc/html/classbdm_1_1emix.html (revision 271)
+++ doc/html/classbdm_1_1emix.html (revision 275)
@@ -87,7 +87,7 @@
 <p>
 Density function: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ f(x) = \sum_{i=1}^{n} w_{i} f_i(x), \quad \sum_{i=1}^n w_i = 1. \]" src="form_63.png">
-<p>
- where <img class="formulaInl" alt="$f_i(x)$" src="form_64.png"> is any density on random variable <img class="formulaInl" alt="$x$" src="form_28.png">, called <em>component</em>, <table border="0" cellpadding="0" cellspacing="0">
+<img class="formulaDsp" alt="\[ f(x) = \sum_{i=1}^{n} w_{i} f_i(x), \quad \sum_{i=1}^n w_i = 1. \]" src="form_37.png">
+<p>
+ where <img class="formulaInl" alt="$f_i(x)$" src="form_38.png"> is any density on random variable <img class="formulaInl" alt="$x$" src="form_28.png">, called <em>component</em>, <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -101,5 +101,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1emix.html#e8839dbbb0d1276a8dbe957a67cfe0dc">sample</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_106.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_107.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_42.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_43.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a3a5390bc56e81ef3b0debc0f185fa8a"></a><!-- doxytag: member="bdm::emix::mean" ref="a3a5390bc56e81ef3b0debc0f185fa8a" args="() const " -->
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1emix.html#a3a5390bc56e81ef3b0debc0f185fa8a">mean</a> () const </td></tr>
@@ -159,5 +159,5 @@
 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_108.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_109.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_44.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_45.png">. <br></td></tr>
 <tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr>
 <tr><td colspan="2"><div class="groupText">Description of the random quantity via attribute <code>rv</code> is optional. For operations such as sampling <code>rv</code> does not need to be set. However, for <code>marginalization</code> and <code>conditioning</code> <code>rv</code> has to be set. NB: <br><br></div></td></tr>
@@ -244,5 +244,5 @@
 <li><a class="el" href="emix_8h-source.html">emix.h</a><li>emix.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:40 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/manual.html
===================================================================
--- doc/html/manual.html (revision 275)
+++ doc/html/manual.html (revision 275)
@@ -0,0 +1,80 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: User Manual</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
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+        button=document.createElement('img');
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+      header.id='dynheader'+sectionCounter;
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+window.onload = initDynSections;
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+</script>
+<div class="navigation" id="top">
+  <div class="tabs">
+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1><a class="anchor" name="manual">User Manual </a></h1><p>
+This page contains some tutorial examples that will help you getting started using BDM.<p>
+Basic linear algebra in BDM (using IT++):<ul>
+<li><a class="el" href="vector_and_matrix.html">A very simple tutorial about vectors and matrixes</a></li><li><a class="el" href="itfile.html">Writing and reading data from files</a></li><li><a class="el" href="timer.html">Using timers to measure execution time</a></li></ul>
+<p>
+Basic concepts and philosophy of BDM:<ul>
+<li><a class="el" href="intro.html">Introduction to Bayesian Decision Making Toolbox BDM</a></li><li><a class="el" href="ui.html">User Infos and their use</a></li><li><a class="el" href="mexfiles.html">How to write and use mex files for Matlab</a></li></ul>
+<p>
+Library of predefined tasks:<p>
+Examples for Various mathematical models (BDM):<ul>
+<li><a class="el" href="arx_ui.html">Running experiment <code>estimator</code> with ARX data fields</a></li><li><a class="el" href="kalman.html">Examples of (extended) Kalman filtering</a></li></ul>
+<p>
+Examples of control (BDM):<ul>
+<li>To be done... </li></ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/classbdm_1_1mmix.html
===================================================================
--- doc/html/classbdm_1_1mmix.html (revision 271)
+++ doc/html/classbdm_1_1mmix.html (revision 275)
@@ -104,5 +104,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
 
@@ -185,5 +185,5 @@
 
 <p>
-Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. 
+Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -231,5 +231,5 @@
 <dl compact><dt><b>Parameters:</b></dt><dd>
   <table border="0" cellspacing="2" cellpadding="0">
-    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
@@ -244,5 +244,5 @@
 <li><a class="el" href="emix_8h-source.html">emix.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:41 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:36 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/inherits.html
===================================================================
--- doc/html/inherits.html (revision 271)
+++ doc/html/inherits.html (revision 275)
@@ -87,5 +87,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:32 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:30 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/arx_ui.html
===================================================================
--- doc/html/arx_ui.html (revision 275)
+++ doc/html/arx_ui.html (revision 275)
@@ -0,0 +1,165 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Running experiment \c estimator with ARX data fields</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
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+    sectionDiv.style.display='block';
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+<div class="navigation" id="top">
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+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
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+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="navpath"><a class="el" href="manual.html">User Manual</a>
+  </div>
+</div>
+<div class="contents">
+<h1><a class="anchor" name="arx_ui">Running experiment <code>estimator</code> with ARX data fields </a></h1>The experiment estimator::cpp can be run either on command line, or as a mex file in Matlab.<h2><a class="anchor" name="cmd">
+Command-line usage</a></h2>
+In order to use it for estimation of an ARX model, we can define the following <a class="el" href="ui.html">User Infos and their use</a> structure: <div class="fragment"><pre class="fragment"><span class="comment">//Data generating system</span>
+system = {
+        type = <span class="stringliteral">"ArxDS"</span>;
+        y = {type=<span class="stringliteral">"rv"</span>; names=[<span class="stringliteral">"y"</span>, <span class="stringliteral">"u"</span>];};
+        u = {type=<span class="stringliteral">"rv"</span>; names=[]; };
+        rgr = {type=<span class="stringliteral">"rv"</span>;
+                names = [<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"u"</span>];
+                times = [-1, -2, -3, -1];
+        };
+        <span class="comment">//AR parameters</span>
+        theta = [0.8, -0.3, 0.4, 1.0,
+                 0.0, 0.0, 0.0, 0.0];
+        <span class="comment">// offset</span>
+        offset = [0.0, 0.0];
+        <span class="comment">//variance</span>
+        r = [0.1, 0.0,
+             0.0, 1.0];
+        <span class="comment">// log also theta</span>
+        opt=<span class="stringliteral">"L_theta"</span>;
+};
+
+<span class="comment">//store results</span>
+logger = {
+        type= <span class="stringliteral">"dirfilelog"</span>;
+        dirname = <span class="stringliteral">"exp/arx_ui"</span>;
+        maxlen = 1000; <span class="comment">//</span>
+};
+
+<span class="comment">//estimation</span>
+estimator = {
+        type = <span class="stringliteral">"ARXest"</span>;
+        y = {type=<span class="stringliteral">"rv"</span>; names=[<span class="stringliteral">"y"</span>]; };
+        rgr = {type=<span class="stringliteral">"rv"</span>;
+                names = [<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"u"</span>];
+                times = [-1, -2, -3, -1];
+        };
+
+        <span class="comment">//optional fields</span>
+        dV0 = [1e-3, 1e-5, 1e-5, 1e-5, 1e-5]; <span class="comment">//default: 1e-3 for y, 1e-5 for rgr</span>
+        nu0 = 8.;      <span class="comment">//default: rgrlen + 2</span>
+        frg = 1.0;    <span class="comment">// forgetting, default frg=1.0</span>
+};
+
+<span class="comment">//experiment description</span>
+experiment:{
+        ndat = 9000;
+};
+</pre></div><p>
+The structure is interpreted by application <code>estimator</code>, which looks for fields: <dl>
+<dt>system</dt>
+<dd>description of a Data Source generating Data. The structure must by UI with <code>type="DS_offspring"</code>. In our example, it is of type "ArxDS" which is parsed by bdm::UIArxDS UIbuilder generating a Data Source simulating ARX process. </dd>
+<dt>estimator </dt>
+<dd>description of a Baysian model used to estimate parameters of the data model. In this case, it is of type "ARXest" which is parsed by bdm::UIARX UIbuilder generating Bayesian estimator of autoregressive processess. </dd>
+<dt>logger</dt>
+<dd>description of a way how to store results. UI is of <code>type="logger_offspring"</code>. In this case, it is of class "dirfilelog" which is parsed by bdm::UIdirfilelog which generates object storing data in directory specified by dirname="" field in fileformat understood by program kst. </dd>
+</dl>
+When the application estimator is run with the above code, it produces a directory of data files, which can be displayed by program kst. Expected results are: <div align="center">
+<img src="arx_ui_kst.png" alt="arx_ui_kst.png">
+</div>
+ <h2><a class="anchor" name="mex">
+Matlab mex file</a></h2>
+The matlab mex file can be run with exactly the same configuration as above. However, when we wish to see the results in Matlab, we may wish to change the logger object to <code>type="mexlog"</code> which will store the results in a matlab structure.<p>
+The exact configuration file may look as follows: <div class="fragment"><pre class="fragment"><span class="comment">//Data generating system</span>
+system = { type=<span class="stringliteral">"external"</span>; filename=<span class="stringliteral">"arx_test.cfg"</span>; path=<span class="stringliteral">"system"</span>;};
+
+<span class="comment">//store results</span>
+logger = {
+        type= <span class="stringliteral">"mexlog"</span>;
+        maxlen = 90; <span class="comment">//</span>
+    <span class="comment">//dirname = "exp/ax";</span>
+};
+
+<span class="comment">//estimation</span>
+estimator = {
+   type = <span class="stringliteral">"ARXest"</span>;
+        y = {type=<span class="stringliteral">"rv"</span>; names=[<span class="stringliteral">"y"</span>]; };
+        rgr = {type=<span class="stringliteral">"rv"</span>;
+                names = [<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"y"</span>,<span class="stringliteral">"u"</span>];
+                times = [-1, -2, -3, -1];
+        };
+
+        <span class="comment">//optional fields</span>
+        dV0 = [1e-3, 1e-5, 1e-5, 1e-5, 1e-5]; <span class="comment">//default: 1e-3 for y, 1e-5 for rgr</span>
+        <span class="comment">//nu0 = 8.;      //default: rgrlen + 2</span>
+        frg = .9991;    <span class="comment">// forgetting, default frg=1.0</span>
+};
+
+<span class="comment">//experiment description</span>
+experiment:{
+        ndat = 90;
+};
+</pre></div><p>
+The resulting structure can be displayed using matlab script arx_test_disp.m, typically producing the following results: <div align="center">
+<img src="arx_ui_mex.png" alt="arx_ui_mex.png">
+</div>
+  </div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/functions_0x72.html
===================================================================
--- doc/html/functions_0x72.html (revision 271)
+++ doc/html/functions_0x72.html (revision 275)
@@ -144,5 +144,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/ekf__templ_8h-source.html
===================================================================
--- doc/html/ekf__templ_8h-source.html (revision 271)
+++ doc/html/ekf__templ_8h-source.html (revision 275)
@@ -95,5 +95,5 @@
 <a name="l00054"></a>00054 <span class="preprocessor">#endif //EKF_TEMP_H</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:22 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:23 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x63.html
===================================================================
--- doc/html/functions_func_0x63.html (revision 271)
+++ doc/html/functions_func_0x63.html (revision 275)
@@ -140,5 +140,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x7e.html
===================================================================
--- doc/html/functions_0x7e.html (revision 271)
+++ doc/html/functions_0x7e.html (revision 275)
@@ -127,5 +127,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x6f.html
===================================================================
--- doc/html/functions_func_0x6f.html (revision 271)
+++ doc/html/functions_func_0x6f.html (revision 275)
@@ -129,5 +129,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1egiw-members.html
===================================================================
--- doc/html/classbdm_1_1egiw-members.html (revision 271)
+++ doc/html/classbdm_1_1egiw-members.html (revision 275)
@@ -106,5 +106,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:51 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:44 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1EKF.html
===================================================================
--- doc/html/classbdm_1_1EKF.html (revision 271)
+++ doc/html/classbdm_1_1EKF.html (revision 275)
@@ -145,5 +145,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKF::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -302,5 +302,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:36 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:33 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIstateDS-members.html
===================================================================
--- doc/html/classUIstateDS-members.html (revision 275)
+++ doc/html/classUIstateDS-members.html (revision 275)
@@ -0,0 +1,82 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Member List</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
+  var num=this.id.replace(/[^[0-9]/g,'');
+  var button=this.firstChild;
+  var sectionDiv=document.getElementById('dynsection'+num);
+  if (sectionDiv.style.display=='none'||sectionDiv.style.display==''){
+    sectionDiv.style.display='block';
+    button.src='open.gif';
+  }else{
+    sectionDiv.style.display='none';
+    button.src='closed.gif';
+  }
+}
+function initDynSections(){
+  var divs=document.getElementsByTagName('div');
+  var sectionCounter=1;
+  for(var i=0;i<divs.length-1;i++){
+    if(divs[i].className=='dynheader'&&divs[i+1].className=='dynsection'){
+      var header=divs[i];
+      var section=divs[i+1];
+      var button=header.firstChild;
+      if (button!='IMG'){
+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
+        divs[i].insertBefore(button,divs[i].firstChild);
+      }
+      header.style.cursor='pointer';
+      header.onclick=changeDisplayState;
+      header.id='dynheader'+sectionCounter;
+      button.src='closed.gif';
+      section.id='dynsection'+sectionCounter;
+      section.style.display='none';
+      section.style.marginLeft='14px';
+      sectionCounter++;
+    }
+  }
+}
+window.onload = initDynSections;
+-->
+</script>
+<div class="navigation" id="top">
+  <div class="tabs">
+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>UIstateDS Member List</h1>This is the complete list of members for <a class="el" href="classUIstateDS.html">UIstateDS</a>, including all inherited members.<p><table>
+  <tr class="memlist"><td><a class="el" href="classUIstateDS.html#972d0b59ec756a4e4247e7febd2383fa">build</a>(Setting &amp;S) const </td><td><a class="el" href="classUIstateDS.html">UIstateDS</a></td><td><code> [inline, virtual]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>get_as</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getivec</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getmat</b>(Setting &amp;S, int ncols) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>getvec</b>(Setting &amp;S) const  (defined in <a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a>)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline, protected]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1UIbuilder.html#c75103dd58395644e80f1eea886c656b">UIbuilder</a>(const string &amp;typ)</td><td><a class="el" href="classbdm_1_1UIbuilder.html">bdm::UIbuilder</a></td><td><code> [inline]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>UIstateDS</b>() (defined in <a class="el" href="classUIstateDS.html">UIstateDS</a>)</td><td><a class="el" href="classUIstateDS.html">UIstateDS</a></td><td><code> [inline]</code></td></tr>
+</table></div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:30 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/classbdm_1_1EKF-members.html
===================================================================
--- doc/html/classbdm_1_1EKF-members.html (revision 271)
+++ doc/html/classbdm_1_1EKF-members.html (revision 275)
@@ -115,5 +115,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:36 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:33 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/uibuilder_8h-source.html
===================================================================
--- doc/html/uibuilder_8h-source.html (revision 271)
+++ doc/html/uibuilder_8h-source.html (revision 275)
@@ -233,5 +233,5 @@
 <a name="l00186"></a>00186 <span class="preprocessor">#endif //UIBUILD</span>
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1bilinfn.html
===================================================================
--- doc/html/classbdm_1_1bilinfn.html (revision 271)
+++ doc/html/classbdm_1_1bilinfn.html (revision 275)
@@ -85,5 +85,5 @@
 <p>
 <a href="classbdm_1_1bilinfn-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
-Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_48.png">. <table border="0" cellpadding="0" cellspacing="0">
+Class representing function <img class="formulaInl" alt="$f(x,u) = Ax+Bu$" src="form_82.png">. <table border="0" cellpadding="0" cellspacing="0">
 <tr><td></td></tr>
 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
@@ -91,5 +91,5 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#188f31066bd72e1bf0ddacd1eb0e6af3">eval</a> (const vec &amp;cond)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_49.png"> (VS: Do we really need common eval? ). <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_83.png"> (VS: Do we really need common eval? ). <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1b3c8f5949f13d86d2661e191d4b369b"></a><!-- doxytag: member="bdm::bilinfn::_dimx" ref="1b3c8f5949f13d86d2661e191d4b369b" args="() const " -->
 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1diffbifn.html#1b3c8f5949f13d86d2661e191d4b369b">_dimx</a> () const </td></tr>
@@ -123,11 +123,11 @@
 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bilinfn.html#e36a16e72e7f9fedf3cb18d2d5505a24">eval</a> (const vec &amp;x0, const vec &amp;u0)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_49.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$f(x0,u0)$" src="form_83.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bilinfn.html#33066f1054dd259df2ec5fafae4b46e6">dfdx_cond</a> (const vec &amp;x0, const vec &amp;u0, mat &amp;F, bool full)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_1.png"> and writes result into <code>A</code> .  <a href="#33066f1054dd259df2ec5fafae4b46e6"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_84.png"> and writes result into <code>A</code> .  <a href="#33066f1054dd259df2ec5fafae4b46e6"></a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bilinfn.html#9cfe2f1c115ba7c3c75849a10a4f2c08">dfdu_cond</a> (const vec &amp;x0, const vec &amp;u0, mat &amp;F, bool full=true)</td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_2.png"> and writes result into <code>A</code> .  <a href="#9cfe2f1c115ba7c3c75849a10a4f2c08"></a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_86.png"> and writes result into <code>A</code> .  <a href="#9cfe2f1c115ba7c3c75849a10a4f2c08"></a><br></td></tr>
 <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5f56547d8e9378b669d3cc19d7831cbb"></a><!-- doxytag: member="bdm::bilinfn::rvx" ref="5f56547d8e9378b669d3cc19d7831cbb" args="" -->
@@ -191,5 +191,5 @@
 
 <p>
-Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_1.png"> and writes result into <code>A</code> . 
+Evaluates <img class="formulaInl" alt="$A=\frac{d}{dx}f(x,u)|_{x0,u0}$" src="form_84.png"> and writes result into <code>A</code> . 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -197,5 +197,5 @@
     <tr><td valign="top"></td><td valign="top"><em>full</em>&nbsp;</td><td>denotes that even unchanged entries are to be rewritten. When, false only the changed elements are computed. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>x0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$x$" src="form_28.png">, </td></tr>
-    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_50.png"> </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_85.png"> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>A</em>&nbsp;</td><td>a place where the result will be stored. </td></tr>
   </table>
@@ -244,5 +244,5 @@
 
 <p>
-Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_2.png"> and writes result into <code>A</code> . 
+Evaluates <img class="formulaInl" alt="$A=\frac{d}{du}f(x,u)|_{x0,u0}$" src="form_86.png"> and writes result into <code>A</code> . 
 <p>
 <dl compact><dt><b>Parameters:</b></dt><dd>
@@ -250,5 +250,5 @@
     <tr><td valign="top"></td><td valign="top"><em>full</em>&nbsp;</td><td>denotes that even unchanged entries are to be rewritten. When, false only the changed elements are computed. </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>x0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$x$" src="form_28.png">, </td></tr>
-    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_50.png"> </td></tr>
+    <tr><td valign="top"></td><td valign="top"><em>u0</em>&nbsp;</td><td>numeric value of <img class="formulaInl" alt="$u$" src="form_85.png"> </td></tr>
     <tr><td valign="top"></td><td valign="top"><em>A</em>&nbsp;</td><td>a place where the result will be stored. </td></tr>
   </table>
@@ -262,5 +262,5 @@
 <li><a class="el" href="libFN_8h-source.html">libFN.h</a><li>libFN.cpp</ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:57 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:48 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1euni-members.html
===================================================================
--- doc/html/classbdm_1_1euni-members.html (revision 271)
+++ doc/html/classbdm_1_1euni-members.html (revision 275)
@@ -97,5 +97,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:53 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:45 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1KFcondQR-members.html
===================================================================
--- doc/html/classbdm_1_1KFcondQR-members.html (revision 271)
+++ doc/html/classbdm_1_1KFcondQR-members.html (revision 275)
@@ -119,5 +119,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1BMcond.html#7d68d46cfcc36f9cc07a15a5403b5a1a">~BMcond</a>()</td><td><a class="el" href="classbdm_1_1BMcond.html">bdm::BMcond</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:37 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:34 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1Kalman.html
===================================================================
--- doc/html/classbdm_1_1Kalman.html (revision 271)
+++ doc/html/classbdm_1_1Kalman.html (revision 275)
@@ -90,8 +90,8 @@
 <p>
 Parameter evolution model:<p class="formulaDsp">
-<img class="formulaDsp" alt="\[ x_t = A x_{t-1} + B u_t + Q^{1/2} e_t \]" src="form_6.png">
+<img class="formulaDsp" alt="\[ x_t = A x_{t-1} + B u_t + Q^{1/2} e_t \]" src="form_9.png">
 <p>
  Observation model: <p class="formulaDsp">
-<img class="formulaDsp" alt="\[ y_t = C x_{t-1} + C u_t + Q^{1/2} w_t. \]" src="form_7.png">
+<img class="formulaDsp" alt="\[ y_t = C x_{t-1} + C u_t + Q^{1/2} w_t. \]" src="form_10.png">
 <p>
  Where $e_t$ and $w_t$ are independent vectors Normal(0,1)-distributed disturbances. <table border="0" cellpadding="0" cellspacing="0">
@@ -150,5 +150,5 @@
 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_112.png">. <br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::Kalman::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
@@ -307,5 +307,5 @@
 <li><a class="el" href="libKF_8h-source.html">libKF.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:35 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:32 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libBM_8h.html
===================================================================
--- doc/html/libBM_8h.html (revision 271)
+++ doc/html/libBM_8h.html (revision 275)
@@ -87,5 +87,5 @@
 <tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1fnc.html">bdm::fnc</a></td></tr>
 
-<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_35.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code>.  <a href="classbdm_1_1fnc.html#_details">More...</a><br></td></tr>
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Class representing function <img class="formulaInl" alt="$f(x)$" src="form_39.png"> of variable <img class="formulaInl" alt="$x$" src="form_28.png"> represented by <code>rv</code>.  <a href="classbdm_1_1fnc.html#_details">More...</a><br></td></tr>
 <tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html">bdm::epdf</a></td></tr>
 
@@ -138,5 +138,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIrv.html
===================================================================
--- doc/html/classUIrv.html (revision 275)
+++ doc/html/classUIrv.html (revision 275)
@@ -0,0 +1,122 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: UIrv Class Reference</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
+  var num=this.id.replace(/[^[0-9]/g,'');
+  var button=this.firstChild;
+  var sectionDiv=document.getElementById('dynsection'+num);
+  if (sectionDiv.style.display=='none'||sectionDiv.style.display==''){
+    sectionDiv.style.display='block';
+    button.src='open.gif';
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+    button.src='closed.gif';
+  }
+}
+function initDynSections(){
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+      var section=divs[i+1];
+      var button=header.firstChild;
+      if (button!='IMG'){
+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
+        divs[i].insertBefore(button,divs[i].firstChild);
+      }
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+      header.onclick=changeDisplayState;
+      header.id='dynheader'+sectionCounter;
+      button.src='closed.gif';
+      section.id='dynsection'+sectionCounter;
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+  }
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+<div class="navigation" id="top">
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+    <ul>
+      <li><a href="main.html"><span>Main&nbsp;Page</span></a></li>
+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>UIrv Class Reference</h1><!-- doxytag: class="UIrv" --><!-- doxytag: inherits="bdm::UIbuilder" --><code>#include &lt;<a class="el" href="loggers__ui_8h-source.html">loggers_ui.h</a>&gt;</code>
+<p>
+<div class="dynheader">
+Inheritance diagram for UIrv:</div>
+<div class="dynsection">
+
+<p><center><img src="classUIrv.png" usemap="#UIrv_map" border="0" alt=""></center>
+<map name="UIrv_map">
+<area href="classbdm_1_1UIbuilder.html" alt="bdm::UIbuilder" shape="rect" coords="0,0,91,24">
+</map>
+</div>
+
+<p>
+<a href="classUIrv-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2>
+UI for class RV (description of data vectors). 
+<p>
+<div class="fragment"><pre class="fragment">rv = {
+        type = <span class="stringliteral">"rv"</span>; <span class="comment">//identifier of the description</span>
+        <span class="comment">// UNIQUE IDENTIFIER same names = same variable</span>
+        names = [<span class="stringliteral">"a"</span>, <span class="stringliteral">"b"</span>, <span class="stringliteral">"c"</span>, ...];   <span class="comment">// which will be used e.g. in loggers </span>
+
+        <span class="comment">//optional arguments</span>
+        sizes = [1, 2, 3, ...];         <span class="comment">// (optional) default = ones()</span>
+        times = [-1, -2, 0, ...];       <span class="comment">// time shifts with respect to current time (optional) default = zeros()</span>
+}
+</pre></div> <table border="0" cellpadding="0" cellspacing="0">
+<tr><td></td></tr>
+<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c7c4a2d75a7ce775b59efeed8fc928dc"></a><!-- doxytag: member="UIrv::build" ref="c7c4a2d75a7ce775b59efeed8fc928dc" args="(Setting &amp;S) const " -->
+<a class="el" href="classbdm_1_1bdmroot.html">bdmroot</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classUIrv.html#c7c4a2d75a7ce775b59efeed8fc928dc">build</a> (Setting &amp;S) const </td></tr>
+
+<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Function building the computational object. <br></td></tr>
+<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr>
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3c514c2eb6fc6a347f15c270a32ddebd"></a><!-- doxytag: member="UIrv::getvec" ref="3c514c2eb6fc6a347f15c270a32ddebd" args="(Setting &amp;S) const " -->
+const vec&nbsp;</td><td class="memItemRight" valign="bottom"><b>getvec</b> (Setting &amp;S) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1e78cce143622e3a0ba66af4768bc3e8"></a><!-- doxytag: member="UIrv::getmat" ref="1e78cce143622e3a0ba66af4768bc3e8" args="(Setting &amp;S, int ncols) const " -->
+const mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>getmat</b> (Setting &amp;S, int ncols) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="950437aed29283d10346f4966011a64e"></a><!-- doxytag: member="UIrv::getivec" ref="950437aed29283d10346f4966011a64e" args="(Setting &amp;S) const " -->
+const ivec&nbsp;</td><td class="memItemRight" valign="bottom"><b>getivec</b> (Setting &amp;S) const </td></tr>
+
+<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4ea1d97d81aba46dfe0e7fd416a4ad22"></a><!-- doxytag: member="UIrv::get_as" ref="4ea1d97d81aba46dfe0e7fd416a4ad22" args="(Setting &amp;S) const " -->
+const Array&lt; string &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>get_as</b> (Setting &amp;S) const </td></tr>
+
+</table>
+<hr>The documentation for this class was generated from the following file:<ul>
+<li><a class="el" href="loggers__ui_8h-source.html">loggers_ui.h</a></ul>
+</div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/arx__test_8cpp.html
===================================================================
--- doc/html/arx__test_8cpp.html (revision 271)
+++ doc/html/arx__test_8cpp.html (revision 275)
@@ -75,5 +75,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_0x73.html
===================================================================
--- doc/html/functions_0x73.html (revision 271)
+++ doc/html/functions_0x73.html (revision 275)
@@ -205,5 +205,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/osutils_8h-source.html
===================================================================
--- doc/html/osutils_8h-source.html (revision 271)
+++ doc/html/osutils_8h-source.html (revision 275)
@@ -77,5 +77,5 @@
 <a name="l00028"></a>00028 <span class="keywordtype">void</span> makedir(<span class="keywordtype">string</span> &amp;dirname, <span class="keywordtype">bool</span> rewrite = <span class="keyword">true</span>);
 </pre></div></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:24 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:24 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/functions_func_0x64.html
===================================================================
--- doc/html/functions_func_0x64.html (revision 271)
+++ doc/html/functions_func_0x64.html (revision 275)
@@ -131,5 +131,5 @@
 </ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:28 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classUIArxDS.html
===================================================================
--- doc/html/classUIArxDS.html (revision 271)
+++ doc/html/classUIArxDS.html (revision 275)
@@ -130,5 +130,5 @@
 <li><a class="el" href="libDS__ui_8h-source.html">libDS_ui.h</a></ul>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:31 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:29 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/libDC_8h.html
===================================================================
--- doc/html/libDC_8h.html (revision 271)
+++ doc/html/libDC_8h.html (revision 275)
@@ -92,5 +92,5 @@
 </table>
 </div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1datalink-members.html
===================================================================
--- doc/html/classbdm_1_1datalink-members.html (revision 275)
+++ doc/html/classbdm_1_1datalink-members.html (revision 275)
@@ -0,0 +1,83 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
+<html><head><meta http-equiv="Content-Type" content="text/html;charset=UTF-8">
+<title>mixpp: Member List</title>
+<link href="doxygen.css" rel="stylesheet" type="text/css">
+<link href="tabs.css" rel="stylesheet" type="text/css">
+</head><body>
+<!-- Generated by Doxygen 1.5.6 -->
+<script type="text/javascript">
+<!--
+function changeDisplayState (e){
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+    sectionDiv.style.display='block';
+    button.src='open.gif';
+  }else{
+    sectionDiv.style.display='none';
+    button.src='closed.gif';
+  }
+}
+function initDynSections(){
+  var divs=document.getElementsByTagName('div');
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+    if(divs[i].className=='dynheader'&&divs[i+1].className=='dynsection'){
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+      var section=divs[i+1];
+      var button=header.firstChild;
+      if (button!='IMG'){
+        divs[i].insertBefore(document.createTextNode(' '),divs[i].firstChild);
+        button=document.createElement('img');
+        divs[i].insertBefore(button,divs[i].firstChild);
+      }
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+      header.onclick=changeDisplayState;
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+<div class="navigation" id="top">
+  <div class="tabs">
+    <ul>
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+      <li><a href="pages.html"><span>Related&nbsp;Pages</span></a></li>
+      <li><a href="modules.html"><span>Modules</span></a></li>
+      <li class="current"><a href="classes.html"><span>Classes</span></a></li>
+      <li><a href="files.html"><span>Files</span></a></li>
+    </ul>
+  </div>
+  <div class="tabs">
+    <ul>
+      <li><a href="classes.html"><span>Alphabetical&nbsp;List</span></a></li>
+      <li><a href="annotated.html"><span>Class&nbsp;List</span></a></li>
+      <li><a href="hierarchy.html"><span>Class&nbsp;Hierarchy</span></a></li>
+      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
+    </ul>
+  </div>
+</div>
+<div class="contents">
+<h1>bdm::datalink Member List</h1>This is the complete list of members for <a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a>, including all inherited members.<p><table>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2">datalink</a>()</td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [inline]</code></td></tr>
+  <tr bgcolor="#f0f0f0"><td><b>datalink</b>(const RV &amp;rv, const RV &amp;rv_up) (defined in <a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a>)</td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [inline]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c">downsize</a></td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [protected]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#5b5368c3899eed2f670d09142c2548e5">pushdown</a>(const vec &amp;val_up)</td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [inline]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#610e966f2edb1fcd6a5b28267c571793">pushup</a>(vec &amp;val_up, const vec &amp;val)</td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [inline]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#fb8337aac8329eb0ca96bfb3ff73ec67">set_connection</a>(const RV &amp;rv, const RV &amp;rv_up)</td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [inline]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045">upsize</a></td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [protected]</code></td></tr>
+  <tr class="memlist"><td><a class="el" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb">v2v_up</a></td><td><a class="el" href="classbdm_1_1datalink.html">bdm::datalink</a></td><td><code> [protected]</code></td></tr>
+</table></div>
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:39 2009 for mixpp by&nbsp;
+<a href="http://www.doxygen.org/index.html">
+<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
+</body>
+</html>
Index: doc/html/libDS_8h.html
===================================================================
--- doc/html/libDS_8h.html (revision 271)
+++ doc/html/libDS_8h.html (revision 275)
@@ -86,5 +86,5 @@
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-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:27 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1enorm-members.html
===================================================================
--- doc/html/classbdm_1_1enorm-members.html (revision 271)
+++ doc/html/classbdm_1_1enorm-members.html (revision 275)
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 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:51 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1logger.html
===================================================================
--- doc/html/classbdm_1_1logger.html (revision 271)
+++ doc/html/classbdm_1_1logger.html (revision 275)
@@ -159,5 +159,5 @@
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-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:46 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1datalink__m2e.html
===================================================================
--- doc/html/classbdm_1_1datalink__m2e.html (revision 271)
+++ doc/html/classbdm_1_1datalink__m2e.html (revision 275)
@@ -139,5 +139,5 @@
 <li><a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
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-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:45 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:40 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
Index: doc/html/classbdm_1_1mEF-members.html
===================================================================
--- doc/html/classbdm_1_1mEF-members.html (revision 271)
+++ doc/html/classbdm_1_1mEF-members.html (revision 275)
@@ -90,5 +90,5 @@
   <tr class="memlist"><td><a class="el" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">~bdmroot</a>()</td><td><a class="el" href="classbdm_1_1bdmroot.html">bdm::bdmroot</a></td><td><code> [inline, virtual]</code></td></tr>
 </table></div>
-<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:50 2009 for mixpp by&nbsp;
+<hr size="1"><address style="text-align: right;"><small>Generated on Mon Feb 16 10:06:43 2009 for mixpp by&nbsp;
 <a href="http://www.doxygen.org/index.html">
 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
