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    35<title>mixpp: bdm::epdf Class Reference</title> 
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    70 <h1>bdm::epdf Class Reference</h1><!-- doxytag: class="bdm::epdf" --><!-- doxytag: inherits="bdm::root" -->Probability density function with numerical statistics, e.g. posterior density.   
    71 <a href="#_details">More...</a> 
    72 <p> 
    73 <code>#include &lt;<a class="el" href="bdmbase_8h-source.html">bdmbase.h</a>&gt;</code> 
    74 <p> 
    75  
    76 <p> 
    77 <a href="classbdm_1_1epdf-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">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">from_setting</a> (const Setting &amp;set)</td></tr> 
    81  
    82 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::epdf::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
    83 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    84  
    85 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
    86 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::epdf::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    87 virtual 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> 
    88  
    89 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
    90 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::epdf::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    91 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    92  
    93 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
     73<h1>bdm::epdf Class Reference</h1><!-- doxytag: class="bdm::epdf" --><!-- doxytag: inherits="bdm::root" --> 
     74<p>Probability density function with numerical statistics, e.g. posterior density.   
     75<a href="#_details">More...</a></p> 
     76 
     77<p><code>#include &lt;<a class="el" href="bdmbase_8h_source.html">bdmbase.h</a>&gt;</code></p> 
     78 
     79<p><a href="classbdm_1_1epdf-members.html">List of all members.</a></p> 
     80<table border="0" cellpadding="0" cellspacing="0"> 
     81<tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
     82<tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#afa9efc98a065b31c630fe18cc418f725">from_setting</a> (const Setting &amp;set)</td></tr> 
     83<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::epdf::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
     84virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     85<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
     86<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::epdf::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     87virtual 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> 
     88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
     89<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::epdf::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     90virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
    9492<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    95 <tr><td colspan="2"><div class="groupText">Construction of each <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> should support two types of constructors: <ul> 
     93<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp559a25fdb98a7d1fd1c3771ac568d5e9"></a> Construction of each <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> should support two types of constructors: </p> 
     94<ul> 
    9695<li>empty constructor, </li> 
    9796<li>copy constructor,</li> 
    9897</ul> 
    99 The following constructors should be supported for convenience: <ul> 
     98<p>The following constructors should be supported for convenience: </p> 
     99<ul> 
    100100<li>constructor followed by calling <code>set_parameters()</code> </li> 
    101 <li>constructor accepting random variables calling <code><a class="el" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv()</a></code> </li> 
     101<li>constructor accepting random variables calling <code><a class="el" href="classbdm_1_1epdf.html#af423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv()</a></code> </li> 
    102102</ul> 
    103 All internal data structures are constructed as empty. Their values (including sizes) will be set by method <code>set_parameters()</code>. This way references can be initialized in constructors. <br><br></div></td></tr> 
    104 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="992f3de956fb3439c62225156aafb6f6"></a><!-- doxytag: member="bdm::epdf::epdf" ref="992f3de956fb3439c62225156aafb6f6" args="()" --> 
     103<p>All internal data structures are constructed as empty. Their values (including sizes) will be set by method <code>set_parameters()</code>. This way references can be initialized in constructors. </p> 
     104<br/><br/></div></td></tr> 
     105<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a992f3de956fb3439c62225156aafb6f6"></a><!-- doxytag: member="bdm::epdf::epdf" ref="a992f3de956fb3439c62225156aafb6f6" args="()" --> 
    105106&nbsp;</td><td class="memItemRight" valign="bottom"><b>epdf</b> ()</td></tr> 
    106  
    107 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e50af83245e56edf5cd76dbb4347d030"></a><!-- doxytag: member="bdm::epdf::epdf" ref="e50af83245e56edf5cd76dbb4347d030" args="(const epdf &amp;e)" --> 
     107<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae50af83245e56edf5cd76dbb4347d030"></a><!-- doxytag: member="bdm::epdf::epdf" ref="ae50af83245e56edf5cd76dbb4347d030" args="(const epdf &amp;e)" --> 
    108108&nbsp;</td><td class="memItemRight" valign="bottom"><b>epdf</b> (const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;e)</td></tr> 
    109  
    110 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fdfed7aa18f2870951888b1dde977415"></a><!-- doxytag: member="bdm::epdf::epdf" ref="fdfed7aa18f2870951888b1dde977415" args="(const RV &amp;rv0)" --> 
     109<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afdfed7aa18f2870951888b1dde977415"></a><!-- doxytag: member="bdm::epdf::epdf" ref="afdfed7aa18f2870951888b1dde977415" args="(const RV &amp;rv0)" --> 
    111110&nbsp;</td><td class="memItemRight" valign="bottom"><b>epdf</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr> 
    112  
    113 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::epdf::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
     111<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::epdf::set_parameters" ref="a840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
    114112void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr> 
    115  
    116113<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr> 
    117 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="75ba57a89681a8efec488f5796c7cc1b"></a><!-- doxytag: member="bdm::epdf::sample" ref="75ba57a89681a8efec488f5796c7cc1b" args="() const " --> 
    118 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b">sample</a> () const </td></tr> 
    119  
    120 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_7.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_8.png">. <br></td></tr> 
    121 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::epdf::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
    122 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr> 
    123  
    124 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_9.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_10.png">. <br></td></tr> 
    125 <tr><td class="memItemLeft" nowrap align="right" valign="top">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> 
    126  
    127 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d08b68a5abd461f1b6519597e344caf8"></a><!-- doxytag: member="bdm::epdf::evallog_m" ref="d08b68a5abd461f1b6519597e344caf8" args="(const mat &amp;Val) const " --> 
    128 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#d08b68a5abd461f1b6519597e344caf8">evallog_m</a> (const mat &amp;Val) const </td></tr> 
    129  
    130 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr> 
    131 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9bc02dae61584138443baf6b1cbc1ac9"></a><!-- doxytag: member="bdm::epdf::evallog_m" ref="9bc02dae61584138443baf6b1cbc1ac9" args="(const Array&lt; vec &gt; &amp;Avec) const " --> 
    132 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#9bc02dae61584138443baf6b1cbc1ac9">evallog_m</a> (const Array&lt; vec &gt; &amp;Avec) const </td></tr> 
    133  
    134 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr> 
    135 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::epdf::condition" ref="1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
    136 virtual <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#1499d35b79bce0cfa64fc5cafb9c03b2">condition</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a>) const </td></tr> 
    137  
    138 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return conditional density on the given <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, the remaining rvs will be in conditioning. <br></td></tr> 
    139 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::epdf::marginal" ref="a84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
    140 virtual <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1epdf.html">epdf</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a84b05f5293cab2aeb4e07faffa60906">marginal</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a>) const </td></tr> 
    141  
    142 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return marginal density on the given <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, the remainig rvs are intergrated out. <br></td></tr> 
    143 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0c8d13d788094605b3cdab20a6e22b75"></a><!-- doxytag: member="bdm::epdf::mean" ref="0c8d13d788094605b3cdab20a6e22b75" args="() const " --> 
    144 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75">mean</a> () const </td></tr> 
    145  
    146 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br></td></tr> 
    147 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4543d40ccfc5d549b0c831a57a3ed84c"></a><!-- doxytag: member="bdm::epdf::variance" ref="4543d40ccfc5d549b0c831a57a3ed84c" args="() const " --> 
    148 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#4543d40ccfc5d549b0c831a57a3ed84c">variance</a> () const </td></tr> 
    149  
    150 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr> 
    151 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::epdf::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
    152 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#0a7705e80601957f7226d333a0a6d539">qbounds</a> (vec &amp;lb, vec &amp;ub, double percentage=0.95) const </td></tr> 
    153  
    154 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Lower and upper bounds of <code>percentage</code> % quantile, returns mean-2*sigma as default. <br></td></tr> 
     114<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp96552c993870a5dd6bb0ea321f1ceb78"></a> </p> 
     115<br/><br/></div></td></tr> 
     116<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a75ba57a89681a8efec488f5796c7cc1b"></a><!-- doxytag: member="bdm::epdf::sample" ref="a75ba57a89681a8efec488f5796c7cc1b" args="() const " --> 
     117virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a75ba57a89681a8efec488f5796c7cc1b">sample</a> () const </td></tr> 
     118<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_7.png"/> from density <img class="formulaInl" alt="$ f_x()$" src="form_8.png"/>. <br/></td></tr> 
     119<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::epdf::sample_m" ref="ab4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
     120virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ab4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr> 
     121<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_9.png"/> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_10.png"/>. <br/></td></tr> 
     122<tr><td class="memItemLeft" align="right" valign="top">virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#adeab266d63c236c277538867d5c3f249">evallog</a> (const vec &amp;val) const </td></tr> 
     123<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad08b68a5abd461f1b6519597e344caf8"></a><!-- doxytag: member="bdm::epdf::evallog_m" ref="ad08b68a5abd461f1b6519597e344caf8" args="(const mat &amp;Val) const " --> 
     124virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ad08b68a5abd461f1b6519597e344caf8">evallog_m</a> (const mat &amp;Val) const </td></tr> 
     125<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br/></td></tr> 
     126<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9bc02dae61584138443baf6b1cbc1ac9"></a><!-- doxytag: member="bdm::epdf::evallog_m" ref="a9bc02dae61584138443baf6b1cbc1ac9" args="(const Array&lt; vec &gt; &amp;Avec) const " --> 
     127virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a9bc02dae61584138443baf6b1cbc1ac9">evallog_m</a> (const Array&lt; vec &gt; &amp;Avec) const </td></tr> 
     128<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br/></td></tr> 
     129<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::epdf::condition" ref="a1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
     130virtual <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a1499d35b79bce0cfa64fc5cafb9c03b2">condition</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a>) const </td></tr> 
     131<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return conditional density on the given <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, the remaining rvs will be in conditioning. <br/></td></tr> 
     132<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::epdf::marginal" ref="aa84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
     133virtual <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1epdf.html">epdf</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#aa84b05f5293cab2aeb4e07faffa60906">marginal</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a>) const </td></tr> 
     134<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return marginal density on the given <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, the remainig rvs are intergrated out. <br/></td></tr> 
     135<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0c8d13d788094605b3cdab20a6e22b75"></a><!-- doxytag: member="bdm::epdf::mean" ref="a0c8d13d788094605b3cdab20a6e22b75" args="() const " --> 
     136virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a0c8d13d788094605b3cdab20a6e22b75">mean</a> () const </td></tr> 
     137<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br/></td></tr> 
     138<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4543d40ccfc5d549b0c831a57a3ed84c"></a><!-- doxytag: member="bdm::epdf::variance" ref="a4543d40ccfc5d549b0c831a57a3ed84c" args="() const " --> 
     139virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a4543d40ccfc5d549b0c831a57a3ed84c">variance</a> () const </td></tr> 
     140<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br/></td></tr> 
     141<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::epdf::qbounds" ref="a0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
     142virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a0a7705e80601957f7226d333a0a6d539">qbounds</a> (vec &amp;lb, vec &amp;ub, double percentage=0.95) const </td></tr> 
     143<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Lower and upper bounds of <code>percentage</code> % quantile, returns mean-2*sigma as default. <br/></td></tr> 
    155144<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr> 
    156 <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> 
    157 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::epdf::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
    158 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff">set_rv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr> 
    159  
    160 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr> 
    161 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::epdf::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
    162 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
    163  
    164 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr> 
    165 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::epdf::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
    166 const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21">_rv</a> () const </td></tr> 
    167  
    168 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr> 
     145<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp14fc6e1cb822e9dfc5edc16c20fabe11"></a> 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: </p> 
     146<br/><br/></div></td></tr> 
     147<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::epdf::set_rv" ref="af423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
     148void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#af423e28448dbb69ef4905295ec8de8ff">set_rv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr> 
     149<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br/></td></tr> 
     150<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::epdf::isnamed" ref="ac4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
     151bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ac4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
     152<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br/></td></tr> 
     153<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::epdf::_rv" ref="aa4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
     154const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#aa4ab378d5e004c3ff3e2d4e64f7bba21">_rv</a> () const </td></tr> 
     155<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br/></td></tr> 
    169156<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    170 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::epdf::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
    171 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
    172  
    173 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr> 
    174 <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
    175 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::epdf::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
    176 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
    177  
    178 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr> 
    179 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::epdf::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
    180 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a></td></tr> 
    181  
    182 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr> 
     157<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
     158<br/><br/></div></td></tr> 
     159<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::epdf::dimension" ref="a7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
     160int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
     161<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br/></td></tr> 
     162<tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
     163<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::epdf::dim" ref="a16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
     164int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
     165<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br/></td></tr> 
     166<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::epdf::rv" ref="a62c5b8ff71d9ebe6cd58d3c342eb1dc8" 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_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a></td></tr> 
     168<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br/></td></tr> 
    183169</table> 
    184 <hr><a name="_details"></a><h2>Detailed Description</h2> 
    185 Probability density function with numerical statistics, e.g. posterior density. <hr><h2>Member Function Documentation</h2> 
    186 <a class="anchor" name="deab266d63c236c277538867d5c3f249"></a><!-- doxytag: member="bdm::epdf::evallog" ref="deab266d63c236c277538867d5c3f249" args="(const vec &amp;val) const " --> 
     170<hr/><a name="_details"></a><h2>Detailed Description</h2> 
     171<p>Probability density function with numerical statistics, e.g. posterior density. </p> 
     172<hr/><h2>Member Function Documentation</h2> 
     173<a class="anchor" id="adeab266d63c236c277538867d5c3f249"></a><!-- doxytag: member="bdm::epdf::evallog" ref="adeab266d63c236c277538867d5c3f249" args="(const vec &amp;val) const " --> 
    187174<div class="memitem"> 
    188175<div class="memproto"> 
    189176      <table class="memname"> 
    190177        <tr> 
    191           <td class="memname">virtual double bdm::epdf::evallog           </td> 
     178          <td class="memname">virtual double bdm::epdf::evallog </td> 
    192179          <td>(</td> 
    193180          <td class="paramtype">const vec &amp;&nbsp;</td> 
    194           <td class="paramname"> <em>val</em>          </td> 
     181          <td class="paramname"> <em>val</em></td> 
    195182          <td>&nbsp;)&nbsp;</td> 
    196183          <td> const<code> [inline, virtual]</code></td> 
    … …  
    199186</div> 
    200187<div class="memdoc"> 
    201  
    202 <p> 
    203 Compute log-probability of argument <code>val</code> In case the argument is out of suport return -Infinity  
    204 <p>Reimplemented in <a class="el" href="classbdm_1_1emix.html#0f3db99f730bde6b7953931594537e8e">bdm::emix</a>, <a class="el" href="classbdm_1_1eprod.html#a5a91e67d2f74ff2b0b8eecde2fa42e2">bdm::eprod</a>, <a class="el" href="classbdm_1_1eEF.html#a36d06ecdd6f4c79dc122510eaccc692">bdm::eEF</a>, <a class="el" href="classbdm_1_1egamma.html#a8e11e5a580ff42a1b205974c60768c6">bdm::egamma</a>, <a class="el" href="classbdm_1_1euni.html#caa07b8307bd793d5339d6583e0aba81">bdm::euni</a>, <a class="el" href="classbdm_1_1eiWishartCh.html#a6ddbd815b8b666dd542e97f009f89bb">bdm::eiWishartCh</a>, <a class="el" href="classbdm_1_1eEmp.html#01654c014d3aa068f8d4ecba4be86d09">bdm::eEmp</a>, and <a class="el" href="classbdm_1_1merger__mix.html#9737ad6d1ecf4e0cdd6cea6a40875a34">bdm::merger_mix</a>.</p> 
    205  
    206 <p>References <a class="el" href="bdmerror_8h-source.html#l00051">bdm_error</a>.</p> 
    207  
    208 <p>Referenced by <a class="el" href="bdmbase_8cpp-source.html#l00152">evallog_m()</a>, and <a class="el" href="emix_8h-source.html#l00076">bdm::mratio::evallogcond()</a>.</p> 
    209  
    210 </div> 
    211 </div><p> 
    212 <a class="anchor" name="fa9efc98a065b31c630fe18cc418f725"></a><!-- doxytag: member="bdm::epdf::from_setting" ref="fa9efc98a065b31c630fe18cc418f725" args="(const Setting &amp;set)" --> 
     188<p>Compute log-probability of argument <code>val</code> In case the argument is out of suport return -Infinity </p> 
     189 
     190<p>Reimplemented in <a class="el" href="classbdm_1_1emix.html#a0f3db99f730bde6b7953931594537e8e">bdm::emix</a>, <a class="el" href="classbdm_1_1eprod.html#aa5a91e67d2f74ff2b0b8eecde2fa42e2">bdm::eprod</a>, <a class="el" href="classbdm_1_1eEF.html#aa36d06ecdd6f4c79dc122510eaccc692">bdm::eEF</a>, <a class="el" href="classbdm_1_1egamma.html#aa8e11e5a580ff42a1b205974c60768c6">bdm::egamma</a>, <a class="el" href="classbdm_1_1euni.html#acaa07b8307bd793d5339d6583e0aba81">bdm::euni</a>, <a class="el" href="classbdm_1_1eiWishartCh.html#aa6ddbd815b8b666dd542e97f009f89bb">bdm::eiWishartCh</a>, <a class="el" href="classbdm_1_1eEmp.html#a01654c014d3aa068f8d4ecba4be86d09">bdm::eEmp</a>, and <a class="el" href="classbdm_1_1merger__mix.html#a9737ad6d1ecf4e0cdd6cea6a40875a34">bdm::merger_mix</a>.</p> 
     191 
     192<p>References <a class="el" href="bdmerror_8h_source.html#l00051">bdm_error</a>.</p> 
     193 
     194<p>Referenced by <a class="el" href="bdmbase_8cpp_source.html#l00152">evallog_m()</a>, and <a class="el" href="emix_8h_source.html#l00076">bdm::mratio::evallogcond()</a>.</p> 
     195 
     196</div> 
     197</div> 
     198<a class="anchor" id="afa9efc98a065b31c630fe18cc418f725"></a><!-- doxytag: member="bdm::epdf::from_setting" ref="afa9efc98a065b31c630fe18cc418f725" args="(const Setting &amp;set)" --> 
    213199<div class="memitem"> 
    214200<div class="memproto"> 
    215201      <table class="memname"> 
    216202        <tr> 
    217           <td class="memname">void bdm::epdf::from_setting           </td> 
     203          <td class="memname">void bdm::epdf::from_setting </td> 
    218204          <td>(</td> 
    219205          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    220           <td class="paramname"> <em>set</em>          </td> 
     206          <td class="paramname"> <em>set</em></td> 
    221207          <td>&nbsp;)&nbsp;</td> 
    222208          <td><code> [inline, virtual]</code></td> 
    … …  
    225211</div> 
    226212<div class="memdoc"> 
    227  
    228 <p> 
    229 Load from structure with elements: <div class="fragment"><pre class="fragment"> { <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> = {<span class="keyword">class</span>=<span class="stringliteral">"RV"</span>, names=(...),}; <span class="comment">// RV describing meaning of random variable</span> 
     213<p>Load from structure with elements: </p> 
     214<div class="fragment"><pre class="fragment"> { <a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> = {<span class="keyword">class</span>=<span class="stringliteral">&quot;RV&quot;</span>, names=(...),}; <span class="comment">// RV describing meaning of random variable</span> 
    230215   <span class="comment">// elements of offsprings</span> 
    231216 } 
    232217</pre></div>  
    233 <p>Reimplemented from <a class="el" href="classbdm_1_1root.html#0551e3121091c5199bf4413b50522176">bdm::root</a>.</p> 
    234  
    235 <p>Reimplemented in <a class="el" href="classbdm_1_1enorm.html#61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; sq_T &gt;</a>, <a class="el" href="classbdm_1_1egiw.html#55b76ec75bd2df5ef9cab3be20a33bbb">bdm::egiw</a>, <a class="el" href="classbdm_1_1egamma.html#8a6fd1a1c0190f3e0d95a2a1f99aafc1">bdm::egamma</a>, <a class="el" href="classbdm_1_1euni.html#77f5fef1f006fe056066da23b9e5f042">bdm::euni</a>, <a class="el" href="classbdm_1_1merger__base.html#10dd390fc6f0d1733bb07cb51977160c">bdm::merger_base</a>, <a class="el" href="classbdm_1_1merger__mix.html#9f12b2c66344e25e6b3ef0255d000478">bdm::merger_mix</a>, <a class="el" href="classbdm_1_1enorm.html#61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; ldmat &gt;</a>, <a class="el" href="classbdm_1_1enorm.html#61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; chmat &gt;</a>, and <a class="el" href="classbdm_1_1enorm.html#61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; fsqmat &gt;</a>.</p> 
    236  
    237 <p>References <a class="el" href="bdmbase_8h-source.html#l00357">set_rv()</a>.</p> 
    238  
    239 </div> 
    240 </div><p> 
    241 <hr>The documentation for this class was generated from the following files:<ul> 
    242 <li><a class="el" href="bdmbase_8h-source.html">bdmbase.h</a><li>bdmbase.cpp</ul> 
    243 </div> 
    244 <hr size="1"><address style="text-align: right;"><small>Generated on Sat Aug 29 20:49:46 2009 for mixpp by&nbsp; 
     218<p>Reimplemented from <a class="el" href="classbdm_1_1root.html#a0551e3121091c5199bf4413b50522176">bdm::root</a>.</p> 
     219 
     220<p>Reimplemented in <a class="el" href="classbdm_1_1enorm.html#a61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; sq_T &gt;</a>, <a class="el" href="classbdm_1_1egiw.html#a55b76ec75bd2df5ef9cab3be20a33bbb">bdm::egiw</a>, <a class="el" href="classbdm_1_1egamma.html#a8a6fd1a1c0190f3e0d95a2a1f99aafc1">bdm::egamma</a>, <a class="el" href="classbdm_1_1euni.html#a77f5fef1f006fe056066da23b9e5f042">bdm::euni</a>, <a class="el" href="classbdm_1_1merger__base.html#a10dd390fc6f0d1733bb07cb51977160c">bdm::merger_base</a>, <a class="el" href="classbdm_1_1merger__mix.html#a9f12b2c66344e25e6b3ef0255d000478">bdm::merger_mix</a>, <a class="el" href="classbdm_1_1enorm.html#a61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; ldmat &gt;</a>, <a class="el" href="classbdm_1_1enorm.html#a61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; chmat &gt;</a>, and <a class="el" href="classbdm_1_1enorm.html#a61bd470764020bea6e1ed35000f259e6">bdm::enorm&lt; fsqmat &gt;</a>.</p> 
     221 
     222<p>References <a class="el" href="bdmbase_8h_source.html#l00357">set_rv()</a>.</p> 
     223 
     224</div> 
     225</div> 
     226<hr/>The documentation for this class was generated from the following files:<ul> 
     227<li><a class="el" href="bdmbase_8h_source.html">bdmbase.h</a></li> 
     228<li>bdmbase.cpp</li> 
     229</ul> 
     230</div> 
     231<hr size="1"/><address style="text-align: right;"><small>Generated on Sun Aug 30 22:10:50 2009 for mixpp by&nbsp; 
    245232<a href="http://www.doxygen.org/index.html"> 
    246 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address> 
     233<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
    247234</body> 
    248235</html>