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    35<title>mixpp: bdm::egiw Class Reference</title> 
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    70 <h1>bdm::egiw Class Reference</h1><!-- doxytag: class="bdm::egiw" --><!-- doxytag: inherits="bdm::eEF" -->Gauss-inverse-Wishart density stored in LD form.   
    71 <a href="#_details">More...</a> 
    72 <p> 
    73 <code>#include &lt;<a class="el" href="exp__family_8h-source.html">exp_family.h</a>&gt;</code> 
    74 <p> 
    75  
    76 <p> 
    77 <a href="classbdm_1_1egiw-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="920f21548b7a3723923dd108fe514c61"></a><!-- doxytag: member="bdm::egiw::sample" ref="920f21548b7a3723923dd108fe514c61" args="() const " --> 
    81 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#920f21548b7a3723923dd108fe514c61">sample</a> () const </td></tr> 
    82  
    83 <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()$" src="form_8.png">. <br></td></tr> 
    84 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="df70c05f918c3a6f86d60f10c1fd6ba2"></a><!-- doxytag: member="bdm::egiw::mean" ref="df70c05f918c3a6f86d60f10c1fd6ba2" args="() const " --> 
    85 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#df70c05f918c3a6f86d60f10c1fd6ba2">mean</a> () const </td></tr> 
    86  
    87 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br></td></tr> 
    88 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c1ecc406613cc2341225dc10c3d3b46a"></a><!-- doxytag: member="bdm::egiw::variance" ref="c1ecc406613cc2341225dc10c3d3b46a" args="() const " --> 
    89 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#c1ecc406613cc2341225dc10c3d3b46a">variance</a> () const </td></tr> 
    90  
    91 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr> 
    92 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="66d2ba9295c306012b309efcc9e516f0"></a><!-- doxytag: member="bdm::egiw::est_theta" ref="66d2ba9295c306012b309efcc9e516f0" args="() const " --> 
    93 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#66d2ba9295c306012b309efcc9e516f0">est_theta</a> () const </td></tr> 
    94  
    95 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">LS estimate of <img class="formulaInl" alt="$\theta$" src="form_90.png">. <br></td></tr> 
    96 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="88c321a2051d1afdbb31a098896a717b"></a><!-- doxytag: member="bdm::egiw::est_theta_cov" ref="88c321a2051d1afdbb31a098896a717b" args="() const " --> 
    97 <a class="el" href="classbdm_1_1ldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#88c321a2051d1afdbb31a098896a717b">est_theta_cov</a> () const </td></tr> 
    98  
    99 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Covariance of the LS estimate. <br></td></tr> 
    100 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2075aa2306648b3e4fe40bb86628d5c"></a><!-- doxytag: member="bdm::egiw::mean_mat" ref="d2075aa2306648b3e4fe40bb86628d5c" args="(mat &amp;M, mat &amp;R) const " --> 
    101 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#d2075aa2306648b3e4fe40bb86628d5c">mean_mat</a> (mat &amp;M, mat &amp;R) const </td></tr> 
    102  
    103 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">expected values of the linear coefficient and the covariance matrix are written to <code>M</code> and <code>R</code> , respectively <br></td></tr> 
    104 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bfb8e7c619b34ad804a73bff71742b5e"></a><!-- doxytag: member="bdm::egiw::evallog_nn" ref="bfb8e7c619b34ad804a73bff71742b5e" args="(const vec &amp;val) const " --> 
    105 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#bfb8e7c619b34ad804a73bff71742b5e">evallog_nn</a> (const vec &amp;val) const </td></tr> 
    106  
    107 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">In this instance, val= [theta, r]. For multivariate instances, it is stored columnwise val = [theta_1 theta_2 ... r_1 r_2 ]. <br></td></tr> 
    108 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="41d72ba7b2abc8a9a4209ffa98ed5633"></a><!-- doxytag: member="bdm::egiw::lognc" ref="41d72ba7b2abc8a9a4209ffa98ed5633" args="() const " --> 
    109 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#41d72ba7b2abc8a9a4209ffa98ed5633">lognc</a> () const </td></tr> 
    110  
    111 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_89.png"> <br></td></tr> 
    112 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8e610e95401a11baf34f65e16ecd87be"></a><!-- doxytag: member="bdm::egiw::pow" ref="8e610e95401a11baf34f65e16ecd87be" args="(double p)" --> 
    113 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#8e610e95401a11baf34f65e16ecd87be">pow</a> (double p)</td></tr> 
    114  
    115 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br></td></tr> 
    116 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a36d06ecdd6f4c79dc122510eaccc692"></a><!-- doxytag: member="bdm::egiw::evallog" ref="a36d06ecdd6f4c79dc122510eaccc692" args="(const vec &amp;val) const " --> 
    117 virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#a36d06ecdd6f4c79dc122510eaccc692">evallog</a> (const vec &amp;val) const </td></tr> 
    118  
    119 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr> 
    120 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6886c60b6b690e503913240db5de0c6f"></a><!-- doxytag: member="bdm::egiw::evallog_m" ref="6886c60b6b690e503913240db5de0c6f" args="(const mat &amp;Val) const " --> 
    121 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#6886c60b6b690e503913240db5de0c6f">evallog_m</a> (const mat &amp;Val) const </td></tr> 
    122  
    123 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr> 
    124 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d793f4fd6d0dcec5f16bff0ae45fc7d5"></a><!-- doxytag: member="bdm::egiw::evallog_m" ref="d793f4fd6d0dcec5f16bff0ae45fc7d5" args="(const Array&lt; vec &gt; &amp;Val) const " --> 
    125 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#d793f4fd6d0dcec5f16bff0ae45fc7d5">evallog_m</a> (const Array&lt; vec &gt; &amp;Val) const </td></tr> 
    126  
    127 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr> 
    128 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::egiw::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
    129 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    130  
    131 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
    132 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::egiw::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    133 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> 
    134  
    135 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
    136 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::egiw::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    137 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    138  
    139 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
     73<h1>bdm::egiw Class Reference</h1><!-- doxytag: class="bdm::egiw" --><!-- doxytag: inherits="bdm::eEF" --> 
     74<p>Gauss-inverse-Wishart density stored in LD form.   
     75<a href="#_details">More...</a></p> 
     76 
     77<p><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code></p> 
     78 
     79<p><a href="classbdm_1_1egiw-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"><a class="anchor" id="a920f21548b7a3723923dd108fe514c61"></a><!-- doxytag: member="bdm::egiw::sample" ref="a920f21548b7a3723923dd108fe514c61" args="() const " --> 
     83vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a920f21548b7a3723923dd108fe514c61">sample</a> () const </td></tr> 
     84<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()$" src="form_8.png"/>. <br/></td></tr> 
     85<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adf70c05f918c3a6f86d60f10c1fd6ba2"></a><!-- doxytag: member="bdm::egiw::mean" ref="adf70c05f918c3a6f86d60f10c1fd6ba2" args="() const " --> 
     86vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#adf70c05f918c3a6f86d60f10c1fd6ba2">mean</a> () const </td></tr> 
     87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br/></td></tr> 
     88<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac1ecc406613cc2341225dc10c3d3b46a"></a><!-- doxytag: member="bdm::egiw::variance" ref="ac1ecc406613cc2341225dc10c3d3b46a" args="() const " --> 
     89vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#ac1ecc406613cc2341225dc10c3d3b46a">variance</a> () const </td></tr> 
     90<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br/></td></tr> 
     91<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a66d2ba9295c306012b309efcc9e516f0"></a><!-- doxytag: member="bdm::egiw::est_theta" ref="a66d2ba9295c306012b309efcc9e516f0" args="() const " --> 
     92vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a66d2ba9295c306012b309efcc9e516f0">est_theta</a> () const </td></tr> 
     93<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">LS estimate of <img class="formulaInl" alt="$\theta$" src="form_90.png"/>. <br/></td></tr> 
     94<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a88c321a2051d1afdbb31a098896a717b"></a><!-- doxytag: member="bdm::egiw::est_theta_cov" ref="a88c321a2051d1afdbb31a098896a717b" args="() const " --> 
     95<a class="el" href="classbdm_1_1ldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a88c321a2051d1afdbb31a098896a717b">est_theta_cov</a> () const </td></tr> 
     96<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Covariance of the LS estimate. <br/></td></tr> 
     97<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad2075aa2306648b3e4fe40bb86628d5c"></a><!-- doxytag: member="bdm::egiw::mean_mat" ref="ad2075aa2306648b3e4fe40bb86628d5c" args="(mat &amp;M, mat &amp;R) const " --> 
     98void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#ad2075aa2306648b3e4fe40bb86628d5c">mean_mat</a> (mat &amp;M, mat &amp;R) const </td></tr> 
     99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">expected values of the linear coefficient and the covariance matrix are written to <code>M</code> and <code>R</code> , respectively <br/></td></tr> 
     100<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="abfb8e7c619b34ad804a73bff71742b5e"></a><!-- doxytag: member="bdm::egiw::evallog_nn" ref="abfb8e7c619b34ad804a73bff71742b5e" args="(const vec &amp;val) const " --> 
     101double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#abfb8e7c619b34ad804a73bff71742b5e">evallog_nn</a> (const vec &amp;val) const </td></tr> 
     102<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">In this instance, val= [theta, r]. For multivariate instances, it is stored columnwise val = [theta_1 theta_2 ... r_1 r_2 ]. <br/></td></tr> 
     103<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a41d72ba7b2abc8a9a4209ffa98ed5633"></a><!-- doxytag: member="bdm::egiw::lognc" ref="a41d72ba7b2abc8a9a4209ffa98ed5633" args="() const " --> 
     104double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a41d72ba7b2abc8a9a4209ffa98ed5633">lognc</a> () const </td></tr> 
     105<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_89.png"/> <br/></td></tr> 
     106<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8e610e95401a11baf34f65e16ecd87be"></a><!-- doxytag: member="bdm::egiw::pow" ref="a8e610e95401a11baf34f65e16ecd87be" args="(double p)" --> 
     107void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a8e610e95401a11baf34f65e16ecd87be">pow</a> (double p)</td></tr> 
     108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br/></td></tr> 
     109<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa36d06ecdd6f4c79dc122510eaccc692"></a><!-- doxytag: member="bdm::egiw::evallog" ref="aa36d06ecdd6f4c79dc122510eaccc692" args="(const vec &amp;val) const " --> 
     110virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#aa36d06ecdd6f4c79dc122510eaccc692">evallog</a> (const vec &amp;val) const </td></tr> 
     111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br/></td></tr> 
     112<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6886c60b6b690e503913240db5de0c6f"></a><!-- doxytag: member="bdm::egiw::evallog_m" ref="a6886c60b6b690e503913240db5de0c6f" args="(const mat &amp;Val) const " --> 
     113virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#a6886c60b6b690e503913240db5de0c6f">evallog_m</a> (const mat &amp;Val) const </td></tr> 
     114<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br/></td></tr> 
     115<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad793f4fd6d0dcec5f16bff0ae45fc7d5"></a><!-- doxytag: member="bdm::egiw::evallog_m" ref="ad793f4fd6d0dcec5f16bff0ae45fc7d5" args="(const Array&lt; vec &gt; &amp;Val) const " --> 
     116virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#ad793f4fd6d0dcec5f16bff0ae45fc7d5">evallog_m</a> (const Array&lt; vec &gt; &amp;Val) const </td></tr> 
     117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br/></td></tr> 
     118<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::egiw::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
     119virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
     121<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::egiw::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     122virtual 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> 
     123<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
     124<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::egiw::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     125virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
     126<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
    140127<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    141 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="50149cf136c9120b4fff71c117f0bb2e"></a><!-- doxytag: member="bdm::egiw::egiw" ref="50149cf136c9120b4fff71c117f0bb2e" args="()" --> 
     128<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp559a25fdb98a7d1fd1c3771ac568d5e9"></a> </p> 
     129<br/><br/></div></td></tr> 
     130<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a50149cf136c9120b4fff71c117f0bb2e"></a><!-- doxytag: member="bdm::egiw::egiw" ref="a50149cf136c9120b4fff71c117f0bb2e" args="()" --> 
    142131&nbsp;</td><td class="memItemRight" valign="bottom"><b>egiw</b> ()</td></tr> 
    143  
    144 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="79037e048e717a076f342eb1d276870e"></a><!-- doxytag: member="bdm::egiw::egiw" ref="79037e048e717a076f342eb1d276870e" args="(int dimx0, ldmat V0, double nu0=&#45;1.0)" --> 
     132<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a79037e048e717a076f342eb1d276870e"></a><!-- doxytag: member="bdm::egiw::egiw" ref="a79037e048e717a076f342eb1d276870e" args="(int dimx0, ldmat V0, double nu0=&#45;1.0)" --> 
    145133&nbsp;</td><td class="memItemRight" valign="bottom"><b>egiw</b> (int dimx0, <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> V0, double nu0=-1.0)</td></tr> 
    146  
    147 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="40b04f8ef133d089c4be2c7983e18b5c"></a><!-- doxytag: member="bdm::egiw::set_parameters" ref="40b04f8ef133d089c4be2c7983e18b5c" args="(int dimx0, ldmat V0, double nu0=&#45;1.0)" --> 
     134<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a40b04f8ef133d089c4be2c7983e18b5c"></a><!-- doxytag: member="bdm::egiw::set_parameters" ref="a40b04f8ef133d089c4be2c7983e18b5c" args="(int dimx0, ldmat V0, double nu0=&#45;1.0)" --> 
    148135void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dimx0, <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> V0, double nu0=-1.0)</td></tr> 
    149  
    150136<tr><td colspan="2"><div class="groupHeader">Access attributes</div></td></tr> 
    151 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="15792f3112e5cf67d572f491b09324c8"></a><!-- doxytag: member="bdm::egiw::_V" ref="15792f3112e5cf67d572f491b09324c8" args="()" --> 
     137<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp8937227e303215af8852936dc1bf96ca"></a> </p> 
     138<br/><br/></div></td></tr> 
     139<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a15792f3112e5cf67d572f491b09324c8"></a><!-- doxytag: member="bdm::egiw::_V" ref="a15792f3112e5cf67d572f491b09324c8" args="()" --> 
    152140<a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_V</b> ()</td></tr> 
    153  
    154 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ad9c539a80a552e837245ddcebcbbba4"></a><!-- doxytag: member="bdm::egiw::_V" ref="ad9c539a80a552e837245ddcebcbbba4" args="() const " --> 
     141<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aad9c539a80a552e837245ddcebcbbba4"></a><!-- doxytag: member="bdm::egiw::_V" ref="aad9c539a80a552e837245ddcebcbbba4" args="() const " --> 
    155142const <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_V</b> () const </td></tr> 
    156  
    157 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a025ee710274ca142dd0ae978735ad4a"></a><!-- doxytag: member="bdm::egiw::_nu" ref="a025ee710274ca142dd0ae978735ad4a" args="()" --> 
     143<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa025ee710274ca142dd0ae978735ad4a"></a><!-- doxytag: member="bdm::egiw::_nu" ref="aa025ee710274ca142dd0ae978735ad4a" args="()" --> 
    158144double &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_nu</b> ()</td></tr> 
    159  
    160 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cf3b2bcb158c15c24788bba90e4154e4"></a><!-- doxytag: member="bdm::egiw::_nu" ref="cf3b2bcb158c15c24788bba90e4154e4" args="() const " --> 
     145<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="acf3b2bcb158c15c24788bba90e4154e4"></a><!-- doxytag: member="bdm::egiw::_nu" ref="acf3b2bcb158c15c24788bba90e4154e4" args="() const " --> 
    161146const double &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_nu</b> () const </td></tr> 
    162  
    163 <tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#55b76ec75bd2df5ef9cab3be20a33bbb">from_setting</a> (const Setting &amp;set)</td></tr> 
    164  
     147<tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a55b76ec75bd2df5ef9cab3be20a33bbb">from_setting</a> (const Setting &amp;set)</td></tr> 
    165148<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    166 <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> 
     149<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> 
     150<ul> 
    167151<li>empty constructor, </li> 
    168152<li>copy constructor,</li> 
    169153</ul> 
    170 The following constructors should be supported for convenience: <ul> 
     154<p>The following constructors should be supported for convenience: </p> 
     155<ul> 
    171156<li>constructor followed by calling <code>set_parameters()</code> </li> 
    172 <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> 
     157<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> 
    173158</ul> 
    174 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> 
    175 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::egiw::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
     159<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> 
     160<br/><br/></div></td></tr> 
     161<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::egiw::set_parameters" ref="a840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
    176162void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr> 
    177  
    178163<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr> 
    179 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::egiw::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
    180 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> 
    181  
    182 <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> 
    183 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::egiw::condition" ref="1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
    184 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> 
    185  
    186 <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> 
    187 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::egiw::marginal" ref="a84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
    188 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> 
    189  
    190 <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> 
    191 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::egiw::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
    192 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> 
    193  
    194 <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> 
     164<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp96552c993870a5dd6bb0ea321f1ceb78"></a> </p> 
     165<br/><br/></div></td></tr> 
     166<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::egiw::sample_m" ref="ab4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
     167virtual 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> 
     168<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> 
     169<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::egiw::condition" ref="a1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
     170virtual <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> 
     171<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> 
     172<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::egiw::marginal" ref="aa84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
     173virtual <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> 
     174<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> 
     175<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::egiw::qbounds" ref="a0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
     176virtual 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> 
     177<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> 
    195178<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr> 
    196 <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> 
    197 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::egiw::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
    198 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> 
    199  
    200 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr> 
    201 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::egiw::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
    202 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
    203  
    204 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr> 
    205 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::egiw::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
    206 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> 
    207  
    208 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr> 
     179<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> 
     180<br/><br/></div></td></tr> 
     181<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::egiw::set_rv" ref="af423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
     182void&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> 
     183<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br/></td></tr> 
     184<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::egiw::isnamed" ref="ac4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
     185bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ac4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
     186<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br/></td></tr> 
     187<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::egiw::_rv" ref="aa4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
     188const <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> 
     189<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br/></td></tr> 
    209190<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    210 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::egiw::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
    211 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
    212  
    213 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr> 
    214 <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
    215 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ae56852845c6af176fd9017dbebbbd52"></a><!-- doxytag: member="bdm::egiw::V" ref="ae56852845c6af176fd9017dbebbbd52" args="" --> 
    216 <a class="el" href="classbdm_1_1ldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#ae56852845c6af176fd9017dbebbbd52">V</a></td></tr> 
    217  
    218 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended information matrix of sufficient statistics. <br></td></tr> 
    219 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="447eacf19d4f4083872686f044814dc4"></a><!-- doxytag: member="bdm::egiw::nu" ref="447eacf19d4f4083872686f044814dc4" args="" --> 
    220 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#447eacf19d4f4083872686f044814dc4">nu</a></td></tr> 
    221  
    222 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Number of data records (degrees of freedom) of sufficient statistics. <br></td></tr> 
    223 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="23e4d78bea7e98840f3da30e76a2b57a"></a><!-- doxytag: member="bdm::egiw::dimx" ref="23e4d78bea7e98840f3da30e76a2b57a" args="" --> 
    224 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#23e4d78bea7e98840f3da30e76a2b57a">dimx</a></td></tr> 
    225  
    226 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dimension of the output. <br></td></tr> 
    227 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="322414c32d9a21a006a5aab0311f64fd"></a><!-- doxytag: member="bdm::egiw::nPsi" ref="322414c32d9a21a006a5aab0311f64fd" args="" --> 
    228 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#322414c32d9a21a006a5aab0311f64fd">nPsi</a></td></tr> 
    229  
    230 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dimension of the regressor. <br></td></tr> 
    231 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::egiw::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
    232 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
    233  
    234 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr> 
    235 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::egiw::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
    236 <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> 
    237  
    238 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr> 
     191<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
     192<br/><br/></div></td></tr> 
     193<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::egiw::dimension" ref="a7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
     194int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
     195<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br/></td></tr> 
     196<tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
     197<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aae56852845c6af176fd9017dbebbbd52"></a><!-- doxytag: member="bdm::egiw::V" ref="aae56852845c6af176fd9017dbebbbd52" args="" --> 
     198<a class="el" href="classbdm_1_1ldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#aae56852845c6af176fd9017dbebbbd52">V</a></td></tr> 
     199<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Extended information matrix of sufficient statistics. <br/></td></tr> 
     200<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a447eacf19d4f4083872686f044814dc4"></a><!-- doxytag: member="bdm::egiw::nu" ref="a447eacf19d4f4083872686f044814dc4" args="" --> 
     201double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a447eacf19d4f4083872686f044814dc4">nu</a></td></tr> 
     202<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Number of data records (degrees of freedom) of sufficient statistics. <br/></td></tr> 
     203<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a23e4d78bea7e98840f3da30e76a2b57a"></a><!-- doxytag: member="bdm::egiw::dimx" ref="a23e4d78bea7e98840f3da30e76a2b57a" args="" --> 
     204int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a23e4d78bea7e98840f3da30e76a2b57a">dimx</a></td></tr> 
     205<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dimension of the output. <br/></td></tr> 
     206<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a322414c32d9a21a006a5aab0311f64fd"></a><!-- doxytag: member="bdm::egiw::nPsi" ref="a322414c32d9a21a006a5aab0311f64fd" args="" --> 
     207int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html#a322414c32d9a21a006a5aab0311f64fd">nPsi</a></td></tr> 
     208<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dimension of the regressor. <br/></td></tr> 
     209<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::egiw::dim" ref="a16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
     210int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
     211<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br/></td></tr> 
     212<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::egiw::rv" ref="a62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
     213<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> 
     214<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br/></td></tr> 
    239215</table> 
    240 <hr><a name="_details"></a><h2>Detailed Description</h2> 
    241 Gauss-inverse-Wishart density stored in LD form.  
    242 <p> 
    243 For <img class="formulaInl" alt="$p$" src="form_66.png">-variate densities, given rv.count() should be <img class="formulaInl" alt="$p\times$" src="form_67.png"> V.rows(). <hr><h2>Member Function Documentation</h2> 
    244 <a class="anchor" name="55b76ec75bd2df5ef9cab3be20a33bbb"></a><!-- doxytag: member="bdm::egiw::from_setting" ref="55b76ec75bd2df5ef9cab3be20a33bbb" args="(const Setting &amp;set)" --> 
     216<hr/><a name="_details"></a><h2>Detailed Description</h2> 
     217<p>Gauss-inverse-Wishart density stored in LD form. </p> 
     218<p>For <img class="formulaInl" alt="$p$" src="form_66.png"/>-variate densities, given rv.count() should be <img class="formulaInl" alt="$p\times$" src="form_67.png"/> V.rows(). </p> 
     219<hr/><h2>Member Function Documentation</h2> 
     220<a class="anchor" id="a55b76ec75bd2df5ef9cab3be20a33bbb"></a><!-- doxytag: member="bdm::egiw::from_setting" ref="a55b76ec75bd2df5ef9cab3be20a33bbb" args="(const Setting &amp;set)" --> 
    245221<div class="memitem"> 
    246222<div class="memproto"> 
    247223      <table class="memname"> 
    248224        <tr> 
    249           <td class="memname">void bdm::egiw::from_setting           </td> 
     225          <td class="memname">void bdm::egiw::from_setting </td> 
    250226          <td>(</td> 
    251227          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    252           <td class="paramname"> <em>set</em>          </td> 
     228          <td class="paramname"> <em>set</em></td> 
    253229          <td>&nbsp;)&nbsp;</td> 
    254230          <td><code> [inline, virtual]</code></td> 
    … …  
    257233</div> 
    258234<div class="memdoc"> 
    259  
    260 <p> 
    261 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> 
     235<p>Load from structure with elements: </p> 
     236<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> 
    262237   <span class="comment">// elements of offsprings</span> 
    263238 } 
    264239</pre></div>  
    265 <p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
    266  
    267 <p>References <a class="el" href="exp__family_8h-source.html#l00201">dimx</a>, <a class="el" href="user__info_8h-source.html#l00443">bdm::UI::get()</a>, <a class="el" href="exp__family_8h-source.html#l00199">nu</a>, <a class="el" href="bdmbase_8h-source.html#l00274">bdm::epdf::rv</a>, and <a class="el" href="bdmbase_8h-source.html#l00357">bdm::epdf::set_rv()</a>.</p> 
    268  
    269 </div> 
    270 </div><p> 
    271 <hr>The documentation for this class was generated from the following files:<ul> 
    272 <li><a class="el" href="exp__family_8h-source.html">exp_family.h</a><li>exp_family.cpp</ul> 
    273 </div> 
    274 <hr size="1"><address style="text-align: right;"><small>Generated on Sat Aug 29 20:49:46 2009 for mixpp by&nbsp; 
     240<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#afa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
     241 
     242<p>References <a class="el" href="exp__family_8h_source.html#l00201">dimx</a>, <a class="el" href="user__info_8h_source.html#l00443">bdm::UI::get()</a>, <a class="el" href="exp__family_8h_source.html#l00199">nu</a>, <a class="el" href="bdmbase_8h_source.html#l00274">bdm::epdf::rv</a>, and <a class="el" href="bdmbase_8h_source.html#l00357">bdm::epdf::set_rv()</a>.</p> 
     243 
     244</div> 
     245</div> 
     246<hr/>The documentation for this class was generated from the following files:<ul> 
     247<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li> 
     248<li>exp_family.cpp</li> 
     249</ul> 
     250</div> 
     251<hr size="1"/><address style="text-align: right;"><small>Generated on Sun Aug 30 22:10:51 2009 for mixpp by&nbsp; 
    275252<a href="http://www.doxygen.org/index.html"> 
    276 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address> 
     253<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
    277254</body> 
    278255</html>