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correction of ARX tutorial

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3<title>mixpp: bdm::mgnorm&lt; sq_T &gt; Class Template Reference</title>
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67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1mgnorm.html">mgnorm</a>
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71<h1>bdm::mgnorm&lt; sq_T &gt; Class Template Reference</h1><!-- doxytag: class="bdm::mgnorm" --><!-- doxytag: inherits="bdm::mEF" -->Mpdf with general function for mean value. 
72<a href="#_details">More...</a>
73<p>
74<code>#include &lt;<a class="el" href="libEF_8h-source.html">libEF.h</a>&gt;</code>
75<p>
76
77<p>
78<a href="classbdm_1_1mgnorm-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
79<tr><td></td></tr>
80<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
81<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1b014915d74470d3efab74e07cacb97d"></a><!-- doxytag: member="bdm::mgnorm::mgnorm" ref="1b014915d74470d3efab74e07cacb97d" args="()" -->
82&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgnorm.html#1b014915d74470d3efab74e07cacb97d">mgnorm</a> ()</td></tr>
83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">default constructor <br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="578e02458e2a0d17f3864826b6ebd564"></a><!-- doxytag: member="bdm::mgnorm::set_parameters" ref="578e02458e2a0d17f3864826b6ebd564" args="(fnc *g0, const sq_T &amp;R0)" -->
86void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgnorm.html#578e02458e2a0d17f3864826b6ebd564">set_parameters</a> (<a class="el" href="classbdm_1_1fnc.html">fnc</a> *g0, const sq_T &amp;R0)</td></tr>
87
88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set mean function <br></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b31d63472cf6a1030cd8dbd8094c1f6d"></a><!-- doxytag: member="bdm::mgnorm::condition" ref="b31d63472cf6a1030cd8dbd8094c1f6d" args="(const vec &amp;cond)" -->
90void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgnorm.html#b31d63472cf6a1030cd8dbd8094c1f6d">condition</a> (const vec &amp;cond)</td></tr>
91
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Update <code>ep</code> so that it represents this <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> conditioned on <code>rvc</code> = cond. <br></td></tr>
93<tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr>
94<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>
95
96<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>
97<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>
98
99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#afe4185b26baeb03688202e254d3b005"></a><br></td></tr>
100<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6336a8a72462e2a56a3989a220f18b1b"></a><!-- doxytag: member="bdm::mgnorm::evallogcond" ref="6336a8a72462e2a56a3989a220f18b1b" args="(const vec &amp;dt, const vec &amp;cond)" -->
101virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#6336a8a72462e2a56a3989a220f18b1b">evallogcond</a> (const vec &amp;dt, const vec &amp;cond)</td></tr>
102
103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Shortcut for conditioning and evaluation of the internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>. In some cases, this operation can be implemented efficiently. <br></td></tr>
104<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0b0ed1ed663071bb7cf4a1349eb94fcb"></a><!-- doxytag: member="bdm::mgnorm::evallogcond_m" ref="0b0ed1ed663071bb7cf4a1349eb94fcb" args="(const mat &amp;Dt, const vec &amp;cond)" -->
105virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#0b0ed1ed663071bb7cf4a1349eb94fcb">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr>
106
107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr>
108<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
109<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5571482d150fbcb72cc36f6694ce1a10"></a><!-- doxytag: member="bdm::mgnorm::_rv" ref="5571482d150fbcb72cc36f6694ce1a10" args="()" -->
110<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> ()</td></tr>
111
112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="26001264236846897bd11e4baad47245"></a><!-- doxytag: member="bdm::mgnorm::_rvc" ref="26001264236846897bd11e4baad47245" args="()" -->
113<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> ()</td></tr>
114
115<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c2bae3e1e90874e72941863974ec0ed"></a><!-- doxytag: member="bdm::mgnorm::dimension" ref="1c2bae3e1e90874e72941863974ec0ed" args="()" -->
116int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> ()</td></tr>
117
118<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mgnorm::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" -->
119int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr>
120
121<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1892fe3933488942253679f068e9e7f6"></a><!-- doxytag: member="bdm::mgnorm::_epdf" ref="1892fe3933488942253679f068e9e7f6" args="()" -->
122<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_epdf</b> ()</td></tr>
123
124<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="05e843fd11c410a99dad2b88c55aca80"></a><!-- doxytag: member="bdm::mgnorm::_e" ref="05e843fd11c410a99dad2b88c55aca80" args="()" -->
125<a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> ()</td></tr>
126
127<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr>
128<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mgnorm::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" -->
129void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rvc</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvc0)</td></tr>
130
131<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mgnorm::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" -->
132void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr>
133
134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mgnorm::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" -->
135bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr>
136
137<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8f7a376a1d2197e0634557e88e03104a"></a><!-- doxytag: member="bdm::mgnorm::epdf" ref="8f7a376a1d2197e0634557e88e03104a" args="" -->
139<a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; sq_T &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgnorm.html#8f7a376a1d2197e0634557e88e03104a">epdf</a></td></tr>
140
141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> that arise by conditioning on <code>rvc</code>. <br></td></tr>
142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6a6350ddc38f2ee7a17cae6eb4312109"></a><!-- doxytag: member="bdm::mgnorm::mu" ref="6a6350ddc38f2ee7a17cae6eb4312109" args="" -->
143vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>mu</b></td></tr>
144
145<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fc0bb535367400d049f530f402754c33"></a><!-- doxytag: member="bdm::mgnorm::g" ref="fc0bb535367400d049f530f402754c33" args="" -->
146<a class="el" href="classbdm_1_1fnc.html">fnc</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>g</b></td></tr>
147
148<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mgnorm::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" -->
149int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr>
150
151<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr>
152<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mgnorm::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" -->
153<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288">rvc</a></td></tr>
154
155<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr>
156<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5eea43c56d38e4441bfb30270db949c0"></a><!-- doxytag: member="bdm::mgnorm::ep" ref="5eea43c56d38e4441bfb30270db949c0" args="" -->
157<a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0">ep</a></td></tr>
158
159<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer to internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <br></td></tr>
160</table>
161<hr><a name="_details"></a><h2>Detailed Description</h2>
162<h3>template&lt;class sq_T&gt;<br>
163 class bdm::mgnorm&lt; sq_T &gt;</h3>
164
165Mpdf with general function for mean value. <hr><h2>Member Function Documentation</h2>
166<a class="anchor" name="f0c1db6fcbb3aae2dd6123884457a367"></a><!-- doxytag: member="bdm::mgnorm::samplecond" ref="f0c1db6fcbb3aae2dd6123884457a367" args="(const vec &amp;cond)" -->
167<div class="memitem">
168<div class="memproto">
169      <table class="memname">
170        <tr>
171          <td class="memname">virtual vec bdm::mpdf::samplecond           </td>
172          <td>(</td>
173          <td class="paramtype">const vec &amp;&nbsp;</td>
174          <td class="paramname"> <em>cond</em>          </td>
175          <td>&nbsp;)&nbsp;</td>
176          <td><code> [inline, virtual, inherited]</code></td>
177        </tr>
178      </table>
179</div>
180<div class="memdoc">
181
182<p>
183Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_46.png">.
184<p>
185<dl compact><dt><b>Parameters:</b></dt><dd>
186  <table border="0" cellspacing="2" cellpadding="0">
187    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
188  </table>
189</dl>
190
191<p>Reimplemented in <a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">bdm::mprod</a>.</p>
192
193<p>References <a class="el" href="libBM_8h-source.html#l00329">bdm::mpdf::condition()</a>, <a class="el" href="libBM_8h-source.html#l00302">bdm::mpdf::ep</a>, and <a class="el" href="libBM_8h-source.html#l00242">bdm::epdf::sample()</a>.</p>
194
195<p>Referenced by <a class="el" href="libPF_8h-source.html#l00207">bdm::MPF&lt; BM_T &gt;::bayes()</a>, <a class="el" href="libPF_8cpp-source.html#l00007">bdm::PF::bayes()</a>, and <a class="el" href="libDS_8cpp-source.html#l00043">bdm::ArxDS::step()</a>.</p>
196
197</div>
198</div><p>
199<a class="anchor" name="afe4185b26baeb03688202e254d3b005"></a><!-- doxytag: member="bdm::mgnorm::samplecond_m" ref="afe4185b26baeb03688202e254d3b005" args="(const vec &amp;cond, int N)" -->
200<div class="memitem">
201<div class="memproto">
202      <table class="memname">
203        <tr>
204          <td class="memname">virtual mat bdm::mpdf::samplecond_m           </td>
205          <td>(</td>
206          <td class="paramtype">const vec &amp;&nbsp;</td>
207          <td class="paramname"> <em>cond</em>, </td>
208        </tr>
209        <tr>
210          <td class="paramkey"></td>
211          <td></td>
212          <td class="paramtype">int&nbsp;</td>
213          <td class="paramname"> <em>N</em></td><td>&nbsp;</td>
214        </tr>
215        <tr>
216          <td></td>
217          <td>)</td>
218          <td></td><td></td><td><code> [inline, virtual, inherited]</code></td>
219        </tr>
220      </table>
221</div>
222<div class="memdoc">
223
224<p>
225Returns.
226<p>
227<dl compact><dt><b>Parameters:</b></dt><dd>
228  <table border="0" cellspacing="2" cellpadding="0">
229    <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>
230    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
231    <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  </table>
233</dl>
234
235<p>References <a class="el" href="libBM_8h-source.html#l00329">bdm::mpdf::condition()</a>, <a class="el" href="libBM_8h-source.html#l00286">bdm::epdf::dimension()</a>, <a class="el" href="libBM_8h-source.html#l00302">bdm::mpdf::ep</a>, and <a class="el" href="libBM_8h-source.html#l00242">bdm::epdf::sample()</a>.</p>
236
237</div>
238</div><p>
239<hr>The documentation for this class was generated from the following file:<ul>
240<li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
241</div>
242<hr size="1"><address style="text-align: right;"><small>Generated on Fri Mar 6 15:01:39 2009 for mixpp by&nbsp;
243<a href="http://www.doxygen.org/index.html">
244<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
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