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    53<title>mixpp: bdm::mprod Class Reference</title> 
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    73 <h1>bdm::mprod Class Reference</h1><!-- doxytag: class="bdm::mprod" --><!-- doxytag: inherits="bdm::mpdf" --> 
    74 <p>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>.   
    75 <a href="#_details">More...</a></p> 
    76 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    77 <p>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>. </p> 
    78 <p>Probability density in the form of Chain-rule decomposition: \[ f(x_1,x_2,x_3) = f(x_1|x_2,x_3)f(x_2,x_3)f(x_3) \] Note that </p> 
    79  
    80 <p><code>#include &lt;<a class="el" href="emix_8h_source.html">emix.h</a>&gt;</code></p> 
    81  
    82 <p><a href="classbdm_1_1mprod-members.html">List of all members.</a></p> 
    83 <table border="0" cellpadding="0" cellspacing="0"> 
    84 <tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
    85 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afed864cdd0e724d9133e6c6bfcacf94b"></a><!-- doxytag: member="bdm::mprod::mprod" ref="afed864cdd0e724d9133e6c6bfcacf94b" args="()" --> 
    86 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#afed864cdd0e724d9133e6c6bfcacf94b">mprod</a> ()</td></tr> 
    87 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br/></td></tr> 
    88 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae0d61b25fa0955b2c5fab8c710c42200"></a><!-- doxytag: member="bdm::mprod::mprod" ref="ae0d61b25fa0955b2c5fab8c710c42200" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;mFacs)" --> 
    89 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#ae0d61b25fa0955b2c5fab8c710c42200">mprod</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;mFacs)</td></tr> 
    90 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor from list of mFacs. <br/></td></tr> 
    91 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aacb4cd6d390ef73a4432d0c4993baffa"></a><!-- doxytag: member="bdm::mprod::set_elements" ref="aacb4cd6d390ef73a4432d0c4993baffa" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;mFacs)" --> 
    92 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#aacb4cd6d390ef73a4432d0c4993baffa">set_elements</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;mFacs)</td></tr> 
    93 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set internal <code>mpdfs</code> from given values. <br/></td></tr> 
    94 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a800f21d94c919137608a2fd5c88719e2"></a><!-- doxytag: member="bdm::mprod::evallogcond" ref="a800f21d94c919137608a2fd5c88719e2" args="(const vec &amp;val, const vec &amp;cond)" --> 
    95 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#a800f21d94c919137608a2fd5c88719e2">evallogcond</a> (const vec &amp;val, const vec &amp;cond)</td></tr> 
    96 <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> 
    97 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae27b359d2572abfa4cc7d8f947848dab"></a><!-- doxytag: member="bdm::mprod::evallogcond_m" ref="ae27b359d2572abfa4cc7d8f947848dab" args="(const mat &amp;Dt, const vec &amp;cond)" --> 
    98 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#ae27b359d2572abfa4cc7d8f947848dab">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr> 
    99 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br/></td></tr> 
    100 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae8cdde6056fe20551be1fa460841f5e2"></a><!-- doxytag: member="bdm::mprod::evallogcond_m" ref="ae8cdde6056fe20551be1fa460841f5e2" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" --> 
    101 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#ae8cdde6056fe20551be1fa460841f5e2">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr> 
    102 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array&lt;vec&gt; version of evallogcond. <br/></td></tr> 
    103 <tr><td class="memItemLeft" align="right" valign="top">vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#aee715a8013acf9892f6cb489db595555">samplecond</a> (const vec &amp;cond)</td></tr> 
    104 <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_16.png"/>.  <a href="#aee715a8013acf9892f6cb489db595555"></a><br/></td></tr> 
    105 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#abfa7478f8df1de6d8cd4c349db512831">from_setting</a> (const Setting &amp;set)</td></tr> 
    106 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mprod::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    107 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    108 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    109 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mprod::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    110 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr> 
    111 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
    112 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mprod::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    113 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    114 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
     70<h1>bdm::mprod Class Reference</h1><!-- doxytag: class="bdm::mprod" --><!-- doxytag: inherits="bdm::mpdf" -->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>.   
     71<a href="#_details">More...</a> 
     72<p> 
     73<code>#include &lt;<a class="el" href="emix_8h_source.html">emix.h</a>&gt;</code> 
     74<p> 
     75 
     76<p> 
     77<a href="classbdm_1_1mprod-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> 
     78<tr><td></td></tr> 
     79<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> 
     80<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fed864cdd0e724d9133e6c6bfcacf94b"></a><!-- doxytag: member="bdm::mprod::mprod" ref="fed864cdd0e724d9133e6c6bfcacf94b" args="()" --> 
     81&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#fed864cdd0e724d9133e6c6bfcacf94b">mprod</a> ()</td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr> 
     84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e0d61b25fa0955b2c5fab8c710c42200"></a><!-- doxytag: member="bdm::mprod::mprod" ref="e0d61b25fa0955b2c5fab8c710c42200" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;mFacs)" --> 
     85&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#e0d61b25fa0955b2c5fab8c710c42200">mprod</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;mFacs)</td></tr> 
     86 
     87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor from list of mFacs. <br></td></tr> 
     88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="acb4cd6d390ef73a4432d0c4993baffa"></a><!-- doxytag: member="bdm::mprod::set_elements" ref="acb4cd6d390ef73a4432d0c4993baffa" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;mFacs)" --> 
     89void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#acb4cd6d390ef73a4432d0c4993baffa">set_elements</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;mFacs)</td></tr> 
     90 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set internal <code>mpdfs</code> from given values. <br></td></tr> 
     92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="800f21d94c919137608a2fd5c88719e2"></a><!-- doxytag: member="bdm::mprod::evallogcond" ref="800f21d94c919137608a2fd5c88719e2" args="(const vec &amp;val, const vec &amp;cond)" --> 
     93double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#800f21d94c919137608a2fd5c88719e2">evallogcond</a> (const vec &amp;val, const vec &amp;cond)</td></tr> 
     94 
     95<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> 
     96<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e27b359d2572abfa4cc7d8f947848dab"></a><!-- doxytag: member="bdm::mprod::evallogcond_m" ref="e27b359d2572abfa4cc7d8f947848dab" args="(const mat &amp;Dt, const vec &amp;cond)" --> 
     97vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#e27b359d2572abfa4cc7d8f947848dab">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr> 
     98 
     99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr> 
     100<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e8cdde6056fe20551be1fa460841f5e2"></a><!-- doxytag: member="bdm::mprod::evallogcond_m" ref="e8cdde6056fe20551be1fa460841f5e2" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" --> 
     101vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#e8cdde6056fe20551be1fa460841f5e2">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr> 
     102 
     103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array&lt;vec&gt; version of evallogcond. <br></td></tr> 
     104<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> 
     105 
     106<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_16.png">.  <a href="#ee715a8013acf9892f6cb489db595555"></a><br></td></tr> 
     107<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#bfa7478f8df1de6d8cd4c349db512831">from_setting</a> (const Setting &amp;set)</td></tr> 
     108 
     109<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mprod::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
     110virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     111 
     112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
     113<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mprod::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     114virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr> 
     115 
     116<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
     117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mprod::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     118virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
     119 
     120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
    115121<tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr> 
    116 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp8096b150de0e99b4ea272a92f021107c"></a> </p> 
    117 <br/><br/></div></td></tr> 
    118 <tr><td class="memItemLeft" align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a6e497d501331057309d2fddf63259d1a">samplecond_m</a> (const vec &amp;cond, int N)</td></tr> 
    119 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#a6e497d501331057309d2fddf63259d1a"></a><br/></td></tr> 
     122<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#6e497d501331057309d2fddf63259d1a">samplecond_m</a> (const vec &amp;cond, int N)</td></tr> 
     123 
     124<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#6e497d501331057309d2fddf63259d1a"></a><br></td></tr> 
    120125<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    121 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    122 <br/><br/></div></td></tr> 
    123 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaa0095f80870f15209bca68a8a7bad8a"></a><!-- doxytag: member="bdm::mprod::_rv" ref="aaa0095f80870f15209bca68a8a7bad8a" args="() const " --> 
     126<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aa0095f80870f15209bca68a8a7bad8a"></a><!-- doxytag: member="bdm::mprod::_rv" ref="aa0095f80870f15209bca68a8a7bad8a" args="() const " --> 
    124127const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> () const </td></tr> 
    125 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a739d5202899bb56792a547c74e517a11"></a><!-- doxytag: member="bdm::mprod::_rvc" ref="a739d5202899bb56792a547c74e517a11" args="() const " --> 
     128 
     129<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="739d5202899bb56792a547c74e517a11"></a><!-- doxytag: member="bdm::mprod::_rvc" ref="739d5202899bb56792a547c74e517a11" args="() const " --> 
    126130const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> () const </td></tr> 
    127 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aeea4a999ed9679181335927e9cb66d28"></a><!-- doxytag: member="bdm::mprod::dimension" ref="aeea4a999ed9679181335927e9cb66d28" args="() const " --> 
     131 
     132<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eea4a999ed9679181335927e9cb66d28"></a><!-- doxytag: member="bdm::mprod::dimension" ref="eea4a999ed9679181335927e9cb66d28" args="() const " --> 
    128133int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> () const </td></tr> 
    129 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mprod::dimensionc" ref="a35e135910aed187b7290742f50e61bc8" args="()" --> 
     134 
     135<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mprod::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" --> 
    130136int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr> 
     137 
    131138<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr> 
    132 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp91e4120baa9617769b7119bfb087c022"></a> </p> 
    133 <br/><br/></div></td></tr> 
    134 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mprod::set_rvc" ref="a7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" --> 
     139<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mprod::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" --> 
    135140void&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> 
    136 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mprod::set_rv" ref="a18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" --> 
     141 
     142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mprod::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" --> 
    137143void&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> 
    138 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mprod::isnamed" ref="af8e3798150b42fd1f3e16ddbbe0e7045" args="()" --> 
     144 
     145<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mprod::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" --> 
    139146bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr> 
    140 <tr><td colspan="2"><h2>Protected Member Functions</h2></td></tr> 
    141 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a147afacb393324bb3f9a7a89e33f835e"></a><!-- doxytag: member="bdm::mprod::set_ep" ref="a147afacb393324bb3f9a7a89e33f835e" args="(epdf &amp;iepdf)" --> 
    142 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a147afacb393324bb3f9a7a89e33f835e">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;<a class="el" href="classbdm_1_1mprod.html#a9dab8448f970e2e09f76d14af990990d">iepdf</a>)</td></tr> 
    143 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br/></td></tr> 
    144 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7555b377f8b5895c9b759c9628ee3e20"></a><!-- doxytag: member="bdm::mprod::set_ep" ref="a7555b377f8b5895c9b759c9628ee3e20" args="(epdf *iepdfp)" --> 
    145 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a7555b377f8b5895c9b759c9628ee3e20">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *iepdfp)</td></tr> 
    146 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br/></td></tr> 
    147 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    148 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9dab8448f970e2e09f76d14af990990d"></a><!-- doxytag: member="bdm::mprod::iepdf" ref="a9dab8448f970e2e09f76d14af990990d" args="" --> 
    149 <a class="el" href="classbdm_1_1epdf.html">epdf</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#a9dab8448f970e2e09f76d14af990990d">iepdf</a></td></tr> 
    150 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dummy <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> used only as storage for <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> and dim <br/></td></tr> 
    151 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mprod::dimc" ref="a7c1900976ff13dbc09c9729b3bbff9e6" args="" --> 
    152 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr> 
    153 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br/></td></tr> 
    154 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mprod::rvc" ref="a5a5f08950daa08b85b01ddf4e1c36288" args="" --> 
    155 <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#a5a5f08950daa08b85b01ddf4e1c36288">rvc</a></td></tr> 
    156 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br/></td></tr> 
     147 
     148<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr> 
     149<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="147afacb393324bb3f9a7a89e33f835e"></a><!-- doxytag: member="bdm::mprod::set_ep" ref="147afacb393324bb3f9a7a89e33f835e" args="(epdf &amp;iepdf)" --> 
     150void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;<a class="el" href="classbdm_1_1mprod.html#9dab8448f970e2e09f76d14af990990d">iepdf</a>)</td></tr> 
     151 
     152<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br></td></tr> 
     153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7555b377f8b5895c9b759c9628ee3e20"></a><!-- doxytag: member="bdm::mprod::set_ep" ref="7555b377f8b5895c9b759c9628ee3e20" args="(epdf *iepdfp)" --> 
     154void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7555b377f8b5895c9b759c9628ee3e20">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *iepdfp)</td></tr> 
     155 
     156<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br></td></tr> 
     157<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9dab8448f970e2e09f76d14af990990d"></a><!-- doxytag: member="bdm::mprod::iepdf" ref="9dab8448f970e2e09f76d14af990990d" args="" --> 
     159<a class="el" href="classbdm_1_1epdf.html">epdf</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#9dab8448f970e2e09f76d14af990990d">iepdf</a></td></tr> 
     160 
     161<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dummy <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> used only as storage for <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> and dim <br></td></tr> 
     162<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mprod::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" --> 
     163int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr> 
     164 
     165<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr> 
     166<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mprod::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" --> 
     167<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> 
     168 
     169<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr> 
    157170</table> 
    158 <hr/><h2>Member Function Documentation</h2> 
    159 <a class="anchor" id="abfa7478f8df1de6d8cd4c349db512831"></a><!-- doxytag: member="bdm::mprod::from_setting" ref="abfa7478f8df1de6d8cd4c349db512831" args="(const Setting &amp;set)" --> 
     171<hr><a name="_details"></a><h2>Detailed Description</h2> 
     172Chain rule decomposition of <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>.  
     173<p> 
     174Probability density in the form of Chain-rule decomposition: \[ f(x_1,x_2,x_3) = f(x_1|x_2,x_3)f(x_2,x_3)f(x_3) \] Note that <hr><h2>Member Function Documentation</h2> 
     175<a class="anchor" name="bfa7478f8df1de6d8cd4c349db512831"></a><!-- doxytag: member="bdm::mprod::from_setting" ref="bfa7478f8df1de6d8cd4c349db512831" args="(const Setting &amp;set)" --> 
    160176<div class="memitem"> 
    161177<div class="memproto"> 
    162178      <table class="memname"> 
    163179        <tr> 
    164           <td class="memname">void bdm::mprod::from_setting </td> 
     180          <td class="memname">void bdm::mprod::from_setting           </td> 
    165181          <td>(</td> 
    166182          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    167           <td class="paramname"> <em>set</em></td> 
     183          <td class="paramname"> <em>set</em>          </td> 
    168184          <td>&nbsp;)&nbsp;</td> 
    169185          <td><code> [inline, virtual]</code></td> 
    … …  
    172188</div> 
    173189<div class="memdoc"> 
    174 <p>Load from structure with elements: </p> 
    175 <div class="fragment"><pre class="fragment"> { <span class="keyword">class</span>=<span class="stringliteral">&apos;mprod&apos;</span>; 
     190 
     191<p> 
     192Load from structure with elements: <div class="fragment"><pre class="fragment"> { <span class="keyword">class</span>=<span class="stringliteral">'mprod'</span>; 
    176193   mpdfs = (..., ...);     <span class="comment">// list of mpdfs in the order of chain rule</span> 
    177194 } 
    178195</pre></div>  
    179 <p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#a30a0bceb948e287d497c578e371b1667">bdm::mpdf</a>.</p> 
     196<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">bdm::mpdf</a>.</p> 
    180197 
    181198<p>References <a class="el" href="user__info_8h_source.html#l00451">bdm::UI::get()</a>, and <a class="el" href="emix_8cpp_source.html#l00205">set_elements()</a>.</p> 
    182199 
    183200</div> 
    184 </div> 
    185 <a class="anchor" id="aee715a8013acf9892f6cb489db595555"></a><!-- doxytag: member="bdm::mprod::samplecond" ref="aee715a8013acf9892f6cb489db595555" args="(const vec &amp;cond)" --> 
     201</div><p> 
     202<a class="anchor" name="ee715a8013acf9892f6cb489db595555"></a><!-- doxytag: member="bdm::mprod::samplecond" ref="ee715a8013acf9892f6cb489db595555" args="(const vec &amp;cond)" --> 
    186203<div class="memitem"> 
    187204<div class="memproto"> 
    188205      <table class="memname"> 
    189206        <tr> 
    190           <td class="memname">vec bdm::mprod::samplecond </td> 
     207          <td class="memname">vec bdm::mprod::samplecond           </td> 
    191208          <td>(</td> 
    192209          <td class="paramtype">const vec &amp;&nbsp;</td> 
    193           <td class="paramname"> <em>cond</em></td> 
     210          <td class="paramname"> <em>cond</em>          </td> 
    194211          <td>&nbsp;)&nbsp;</td> 
    195212          <td><code> [inline, virtual]</code></td> 
    … …  
    199216<div class="memdoc"> 
    200217 
    201 <p>Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_16.png"/>. </p> 
    202 <dl><dt><b>Parameters:</b></dt><dd> 
     218<p> 
     219Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_16.png">.  
     220<p> 
     221<dl compact><dt><b>Parameters:</b></dt><dd> 
    203222  <table border="0" cellspacing="2" cellpadding="0"> 
    204223    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr> 
    205224  </table> 
    206   </dd> 
    207225</dl> 
    208226 
    209 <p><p>Ugly hack to help to discover if mpfs are not in proper order. Correct solution = check that explicitely. </p> 
    210 </p> 
    211  
    212 <p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#af0c1db6fcbb3aae2dd6123884457a367">bdm::mpdf</a>.</p> 
    213  
    214 </div> 
    215 </div> 
    216 <a class="anchor" id="a6e497d501331057309d2fddf63259d1a"></a><!-- doxytag: member="bdm::mprod::samplecond_m" ref="a6e497d501331057309d2fddf63259d1a" args="(const vec &amp;cond, int N)" --> 
     227<p> 
     228Ugly hack to help to discover if mpfs are not in proper order. Correct solution = check that explicitely.  
     229<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">bdm::mpdf</a>.</p> 
     230 
     231</div> 
     232</div><p> 
     233<a class="anchor" name="6e497d501331057309d2fddf63259d1a"></a><!-- doxytag: member="bdm::mprod::samplecond_m" ref="6e497d501331057309d2fddf63259d1a" args="(const vec &amp;cond, int N)" --> 
    217234<div class="memitem"> 
    218235<div class="memproto"> 
    219236      <table class="memname"> 
    220237        <tr> 
    221           <td class="memname">mat bdm::mpdf::samplecond_m </td> 
     238          <td class="memname">mat bdm::mpdf::samplecond_m           </td> 
    222239          <td>(</td> 
    223240          <td class="paramtype">const vec &amp;&nbsp;</td> 
    … …  
    239256<div class="memdoc"> 
    240257 
    241 <p>Returns. </p> 
    242 <dl><dt><b>Parameters:</b></dt><dd> 
     258<p> 
     259Returns.  
     260<p> 
     261<dl compact><dt><b>Parameters:</b></dt><dd> 
    243262  <table border="0" cellspacing="2" cellpadding="0"> 
    244     <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_16.png"/>. </td></tr> 
     263    <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_16.png">. </td></tr> 
    245264    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr> 
    246265  </table> 
    247   </dd> 
    248266</dl> 
    249267 
    250 <p>Reimplemented in <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; EPDF &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eDirich &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; sq_T &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; elognorm &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; TEpdf&lt; sq_T &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; egamma &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; ldmat &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eiWishartCh &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eigamma &gt;</a>, and <a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; chmat &gt; &gt;</a>.</p> 
     268<p>Reimplemented in <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; EPDF &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; egamma &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; chmat &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; sq_T &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eigamma &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; elognorm &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eiWishartCh &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; ldmat &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; TEpdf&lt; sq_T &gt; &gt;</a>, and <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eDirich &gt;</a>.</p> 
    251269 
    252270<p>References <a class="el" href="bdmbase_8h_source.html#l00489">bdm::mpdf::samplecond()</a>.</p> 
    253271 
    254272</div> 
    255 </div> 
    256 <hr/>The documentation for this class was generated from the following files:<ul> 
    257 <li><a class="el" href="emix_8h_source.html">emix.h</a></li> 
    258 <li>emix.cpp</li> 
    259 </ul> 
    260 </div> 
    261 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:06 2009 for mixpp by&nbsp; 
     273</div><p> 
     274<hr>The documentation for this class was generated from the following files:<ul> 
     275<li><a class="el" href="emix_8h_source.html">emix.h</a><li>emix.cpp</ul> 
     276</div> 
     277<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:48 2009 for mixpp by&nbsp; 
    262278<a href="http://www.doxygen.org/index.html"> 
    263 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     279<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    264280</body> 
    265281</html>