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[270]61<h1>libEF.h File Reference</h1><hr><a name="_details"></a><h2>Detailed Description</h2>
62Probability distributions for Exponential Family models.
[8]63<p>
[270]64<dl class="author" compact><dt><b>Author:</b></dt><dd>Vaclav Smidl.</dd></dl>
65----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty<p>
66Using IT++ for numerical operations -----------------------------------
67<p>
[19]68<code>#include &quot;<a class="el" href="libBM_8h-source.html">libBM.h</a>&quot;</code><br>
[261]69<code>#include &quot;<a class="el" href="chmat_8h-source.html">../math/chmat.h</a>&quot;</code><br>
[8]70
71<p>
72<a href="libEF_8h-source.html">Go to the source code of this file.</a><table border="0" cellpadding="0" cellspacing="0">
73<tr><td></td></tr>
[255]74<tr><td colspan="2"><br><h2>Namespaces</h2></td></tr>
[271]75<tr><td class="memItemLeft" nowrap align="right" valign="top">namespace &nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm</b></td></tr>
[255]76
[8]77<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
[255]78<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html">bdm::eEF</a></td></tr>
[8]79
[255]80<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">General conjugate exponential family posterior density.  <a href="classbdm_1_1eEF.html#_details">More...</a><br></td></tr>
81<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mEF.html">bdm::mEF</a></td></tr>
[8]82
[255]83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Exponential family model.  <a href="classbdm_1_1mEF.html#_details">More...</a><br></td></tr>
84<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html">bdm::BMEF</a></td></tr>
[171]85
[255]86<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Estimator for Exponential family.  <a href="classbdm_1_1BMEF.html#_details">More...</a><br></td></tr>
87<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html">bdm::enorm&lt; sq_T &gt;</a></td></tr>
[8]88
[255]89<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gaussian density with positive definite (decomposed) covariance matrix.  <a href="classbdm_1_1enorm.html#_details">More...</a><br></td></tr>
90<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html">bdm::egiw</a></td></tr>
[99]91
[255]92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gauss-inverse-Wishart density stored in LD form.  <a href="classbdm_1_1egiw.html#_details">More...</a><br></td></tr>
93<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html">bdm::eDirich</a></td></tr>
[171]94
[255]95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dirichlet posterior density.  <a href="classbdm_1_1eDirich.html#_details">More...</a><br></td></tr>
96<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html">bdm::multiBM</a></td></tr>
[171]97
[255]98<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Estimator for Multinomial density.  <a href="classbdm_1_1multiBM.html#_details">More...</a><br></td></tr>
99<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html">bdm::egamma</a></td></tr>
[8]100
[255]101<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma posterior density.  <a href="classbdm_1_1egamma.html#_details">More...</a><br></td></tr>
102<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html">bdm::eigamma</a></td></tr>
[234]103
[255]104<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma posterior density.  <a href="classbdm_1_1eigamma.html#_details">More...</a><br></td></tr>
105<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html">bdm::euni</a></td></tr>
[32]106
[255]107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Uniform distributed density on a rectangular support.  <a href="classbdm_1_1euni.html#_details">More...</a><br></td></tr>
108<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm&lt; sq_T &gt;</a></td></tr>
[32]109
[255]110<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Normal distributed linear function with linear function of mean value;.  <a href="classbdm_1_1mlnorm.html#_details">More...</a><br></td></tr>
111<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlstudent.html">bdm::mlstudent</a></td></tr>
[210]112
[255]113<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html">bdm::mgamma</a></td></tr>
[32]114
[255]115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk.  <a href="classbdm_1_1mgamma.html#_details">More...</a><br></td></tr>
116<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html">bdm::migamma</a></td></tr>
[234]117
[255]118<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk.  <a href="classbdm_1_1migamma.html#_details">More...</a><br></td></tr>
119<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma__fix.html">bdm::mgamma_fix</a></td></tr>
[79]120
[255]121<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk around a fixed point.  <a href="classbdm_1_1mgamma__fix.html#_details">More...</a><br></td></tr>
122<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma__fix.html">bdm::migamma_fix</a></td></tr>
[234]123
[255]124<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk around a fixed point.  <a href="classbdm_1_1migamma__fix.html#_details">More...</a><br></td></tr>
125<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEmp.html">bdm::eEmp</a></td></tr>
[32]126
[255]127<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted empirical density.  <a href="classbdm_1_1eEmp.html#_details">More...</a><br></td></tr>
[32]128<tr><td colspan="2"><br><h2>Enumerations</h2></td></tr>
[271]129<tr><td class="memItemLeft" nowrap align="right" valign="top">enum &nbsp;</td><td class="memItemRight" valign="bottom"><b>RESAMPLING_METHOD</b> { <b>MULTINOMIAL</b> =  0,
[32]130<b>STRATIFIED</b> =  1,
131<b>SYSTEMATIC</b> =  3
132 }</td></tr>
133
134<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Switch between various resampling methods. <br></td></tr>
[210]135<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
[255]136<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="9a39066aa68568b4b97f8d3103c8699c"></a><!-- doxytag: member="libEF.h::operator&lt;&lt;" ref="9a39066aa68568b4b97f8d3103c8699c" args="(std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)" -->
[210]137template&lt;class sq_T&gt; </td></tr>
[255]138<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><b>bdm::operator&lt;&lt;</b> (std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)</td></tr>
[210]139
[8]140</table>
[270]141</div>
[271]142<hr size="1"><address style="text-align: right;"><small>Generated on Sun Feb 15 23:09:25 2009 for mixpp by&nbsp;
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