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    53<title>mixpp: bdm::eigamma Class Reference</title> 
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    73 <h1>bdm::eigamma Class Reference</h1><!-- doxytag: class="bdm::eigamma" --><!-- doxytag: inherits="bdm::egamma" --> 
    74 <p>Inverse-Gamma posterior density.   
    75 <a href="#_details">More...</a></p> 
    76 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    77 <p>Inverse-Gamma posterior density. </p> 
    78 <p>Multivariate inverse-Gamma density as product of independent univariate densities. </p> 
    79 <p class="formulaDsp"> 
    80 <img class="formulaDsp" alt="\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]" src="form_79.png"/> 
    81 </p> 
    82 <p>Vector <img class="formulaInl" alt="$\beta$" src="form_80.png"/> has different meaning (in fact it is 1/beta as used in definition of iG)</p> 
    83 <p>Inverse Gamma can be converted to Gamma using </p> 
    84 <p class="formulaDsp"> 
    85 <img class="formulaDsp" alt="\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]" src="form_81.png"/> 
    86 </p> 
    87 <p> This relation is used in sampling. </p> 
    88  
    89 <p><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code></p> 
    90  
    91 <p><a href="classbdm_1_1eigamma-members.html">List of all members.</a></p> 
    92 <table border="0" cellpadding="0" cellspacing="0"> 
    93 <tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
    94 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa8e11e5a580ff42a1b205974c60768c6"></a><!-- doxytag: member="bdm::eigamma::evallog" ref="aa8e11e5a580ff42a1b205974c60768c6" args="(const vec &amp;val) const " --> 
    95 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#aa8e11e5a580ff42a1b205974c60768c6">evallog</a> (const vec &amp;val) const </td></tr> 
    96 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br/></td></tr> 
    97 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9a66cbd100e8520c769ccb3c451f86f8"></a><!-- doxytag: member="bdm::eigamma::lognc" ref="a9a66cbd100e8520c769ccb3c451f86f8" args="() const " --> 
    98 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a9a66cbd100e8520c769ccb3c451f86f8">lognc</a> () const </td></tr> 
    99 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_97.png"/> <br/></td></tr> 
    100 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0865cb3d6339fdc7410806cf70a329ed"></a><!-- doxytag: member="bdm::eigamma::_alpha" ref="a0865cb3d6339fdc7410806cf70a329ed" args="()" --> 
    101 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a0865cb3d6339fdc7410806cf70a329ed">_alpha</a> ()</td></tr> 
    102 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns pointer to internal alpha. Potentially dengerous: use with care! <br/></td></tr> 
    103 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac42cadd9cbd344caaa69b0b433cd16ca"></a><!-- doxytag: member="bdm::eigamma::_beta" ref="ac42cadd9cbd344caaa69b0b433cd16ca" args="()" --> 
    104 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#ac42cadd9cbd344caaa69b0b433cd16ca">_beta</a> ()</td></tr> 
    105 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns pointer to internal beta. Potentially dengerous: use with care! <br/></td></tr> 
    106 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a8a6fd1a1c0190f3e0d95a2a1f99aafc1">from_setting</a> (const Setting &amp;set)</td></tr> 
    107 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac3a8d8ae8ba79d0fb35036711fa7d127"></a><!-- doxytag: member="bdm::eigamma::validate" ref="ac3a8d8ae8ba79d0fb35036711fa7d127" args="()" --> 
    108 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#ac3a8d8ae8ba79d0fb35036711fa7d127">validate</a> ()</td></tr> 
    109 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
    110 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa4135778ecd9ab774762936c82a097c6"></a><!-- doxytag: member="bdm::eigamma::evallog_nn" ref="aa4135778ecd9ab774762936c82a097c6" args="(const vec &amp;val) const " --> 
    111 virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#aa4135778ecd9ab774762936c82a097c6">evallog_nn</a> (const vec &amp;val) const </td></tr> 
    112 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br/></td></tr> 
    113 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6886c60b6b690e503913240db5de0c6f"></a><!-- doxytag: member="bdm::eigamma::evallog_m" ref="a6886c60b6b690e503913240db5de0c6f" args="(const mat &amp;Val) const " --> 
    114 virtual 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> 
    115 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br/></td></tr> 
    116 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad793f4fd6d0dcec5f16bff0ae45fc7d5"></a><!-- doxytag: member="bdm::eigamma::evallog_m" ref="ad793f4fd6d0dcec5f16bff0ae45fc7d5" args="(const Array&lt; vec &gt; &amp;Val) const " --> 
    117 virtual 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> 
    118 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br/></td></tr> 
    119 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="acf38af29e8e3d650c640509a52396053"></a><!-- doxytag: member="bdm::eigamma::pow" ref="acf38af29e8e3d650c640509a52396053" args="(double p)" --> 
    120 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#acf38af29e8e3d650c640509a52396053">pow</a> (double p)</td></tr> 
    121 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br/></td></tr> 
    122 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::eigamma::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    123 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    124 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    125 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::eigamma::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    126 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> 
    127 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
     70<h1>bdm::eigamma Class Reference</h1><!-- doxytag: class="bdm::eigamma" --><!-- doxytag: inherits="bdm::egamma" -->Inverse-Gamma posterior density.   
     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_1eigamma-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="a8e11e5a580ff42a1b205974c60768c6"></a><!-- doxytag: member="bdm::eigamma::evallog" ref="a8e11e5a580ff42a1b205974c60768c6" args="(const vec &amp;val) const " --> 
     81double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a8e11e5a580ff42a1b205974c60768c6">evallog</a> (const vec &amp;val) const </td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr> 
     84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9a66cbd100e8520c769ccb3c451f86f8"></a><!-- doxytag: member="bdm::eigamma::lognc" ref="9a66cbd100e8520c769ccb3c451f86f8" args="() const " --> 
     85double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#9a66cbd100e8520c769ccb3c451f86f8">lognc</a> () const </td></tr> 
     86 
     87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_97.png"> <br></td></tr> 
     88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0865cb3d6339fdc7410806cf70a329ed"></a><!-- doxytag: member="bdm::eigamma::_alpha" ref="0865cb3d6339fdc7410806cf70a329ed" args="()" --> 
     89vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#0865cb3d6339fdc7410806cf70a329ed">_alpha</a> ()</td></tr> 
     90 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns pointer to internal alpha. Potentially dengerous: use with care! <br></td></tr> 
     92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c42cadd9cbd344caaa69b0b433cd16ca"></a><!-- doxytag: member="bdm::eigamma::_beta" ref="c42cadd9cbd344caaa69b0b433cd16ca" args="()" --> 
     93vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#c42cadd9cbd344caaa69b0b433cd16ca">_beta</a> ()</td></tr> 
     94 
     95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns pointer to internal beta. Potentially dengerous: use with care! <br></td></tr> 
     96<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#8a6fd1a1c0190f3e0d95a2a1f99aafc1">from_setting</a> (const Setting &amp;set)</td></tr> 
     97 
     98<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c3a8d8ae8ba79d0fb35036711fa7d127"></a><!-- doxytag: member="bdm::eigamma::validate" ref="c3a8d8ae8ba79d0fb35036711fa7d127" args="()" --> 
     99void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#c3a8d8ae8ba79d0fb35036711fa7d127">validate</a> ()</td></tr> 
     100 
     101<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
     102<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4135778ecd9ab774762936c82a097c6"></a><!-- doxytag: member="bdm::eigamma::evallog_nn" ref="a4135778ecd9ab774762936c82a097c6" args="(const vec &amp;val) const " --> 
     103virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#a4135778ecd9ab774762936c82a097c6">evallog_nn</a> (const vec &amp;val) const </td></tr> 
     104 
     105<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr> 
     106<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6886c60b6b690e503913240db5de0c6f"></a><!-- doxytag: member="bdm::eigamma::evallog_m" ref="6886c60b6b690e503913240db5de0c6f" args="(const mat &amp;Val) const " --> 
     107virtual 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> 
     108 
     109<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr> 
     110<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d793f4fd6d0dcec5f16bff0ae45fc7d5"></a><!-- doxytag: member="bdm::eigamma::evallog_m" ref="d793f4fd6d0dcec5f16bff0ae45fc7d5" args="(const Array&lt; vec &gt; &amp;Val) const " --> 
     111virtual 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> 
     112 
     113<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr> 
     114<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cf38af29e8e3d650c640509a52396053"></a><!-- doxytag: member="bdm::eigamma::pow" ref="cf38af29e8e3d650c640509a52396053" args="(double p)" --> 
     115virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#cf38af29e8e3d650c640509a52396053">pow</a> (double p)</td></tr> 
     116 
     117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br></td></tr> 
     118<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::eigamma::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
     119virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     120 
     121<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
     122<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::eigamma::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     123virtual 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> 
     124 
     125<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
    128126<tr><td colspan="2"><div class="groupHeader"></div></td></tr> 
    129 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpd41d8cd98f00b204e9800998ecf8427e"></a> All constructors are inherited </p> 
    130 <br/><br/></div></td></tr> 
    131 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a3aff7bf25ddac27731c60826fcfd878f"></a><!-- doxytag: member="bdm::eigamma::sample" ref="a3aff7bf25ddac27731c60826fcfd878f" args="() const " --> 
    132 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#a3aff7bf25ddac27731c60826fcfd878f">sample</a> () const </td></tr> 
    133 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_3.png"/> from density <img class="formulaInl" alt="$ f_x()$" src="form_13.png"/>. <br/></td></tr> 
    134 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a46cecb295edbabd28120cb0f6f572bcb"></a><!-- doxytag: member="bdm::eigamma::mean" ref="a46cecb295edbabd28120cb0f6f572bcb" args="() const " --> 
    135 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#a46cecb295edbabd28120cb0f6f572bcb">mean</a> () const </td></tr> 
    136 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns poiter to alpha and beta. Potentially dangerous: use with care! <br/></td></tr> 
    137 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac2c696f8c668e9f65392c9449f6a5133"></a><!-- doxytag: member="bdm::eigamma::variance" ref="ac2c696f8c668e9f65392c9449f6a5133" args="() const " --> 
    138 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#ac2c696f8c668e9f65392c9449f6a5133">variance</a> () const </td></tr> 
    139 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br/></td></tr> 
     127<tr><td colspan="2"><div class="groupText">All constructors are inherited <br><br></div></td></tr> 
     128<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3aff7bf25ddac27731c60826fcfd878f"></a><!-- doxytag: member="bdm::eigamma::sample" ref="3aff7bf25ddac27731c60826fcfd878f" args="() const " --> 
     129vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#3aff7bf25ddac27731c60826fcfd878f">sample</a> () const </td></tr> 
     130 
     131<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_3.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_13.png">. <br></td></tr> 
     132<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="46cecb295edbabd28120cb0f6f572bcb"></a><!-- doxytag: member="bdm::eigamma::mean" ref="46cecb295edbabd28120cb0f6f572bcb" args="() const " --> 
     133vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#46cecb295edbabd28120cb0f6f572bcb">mean</a> () const </td></tr> 
     134 
     135<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns poiter to alpha and beta. Potentially dangerous: use with care! <br></td></tr> 
     136<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c2c696f8c668e9f65392c9449f6a5133"></a><!-- doxytag: member="bdm::eigamma::variance" ref="c2c696f8c668e9f65392c9449f6a5133" args="() const " --> 
     137vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html#c2c696f8c668e9f65392c9449f6a5133">variance</a> () const </td></tr> 
     138 
     139<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr> 
    140140<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    141 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp559a25fdb98a7d1fd1c3771ac568d5e9"></a> </p> 
    142 <br/><br/></div></td></tr> 
    143 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a749f82293ff23a8319c1bf52489d2ed2"></a><!-- doxytag: member="bdm::eigamma::set_parameters" ref="a749f82293ff23a8319c1bf52489d2ed2" args="(const vec &amp;a, const vec &amp;b)" --> 
     141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="749f82293ff23a8319c1bf52489d2ed2"></a><!-- doxytag: member="bdm::eigamma::set_parameters" ref="749f82293ff23a8319c1bf52489d2ed2" args="(const vec &amp;a, const vec &amp;b)" --> 
    144142void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const vec &amp;a, const vec &amp;b)</td></tr> 
     143 
    145144<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    146 <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> 
    147 <ul> 
     145<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> 
    148146<li>empty constructor, </li> 
    149147<li>copy constructor,</li> 
    150148</ul> 
    151 <p>The following constructors should be supported for convenience: </p> 
    152 <ul> 
     149The following constructors should be supported for convenience: <ul> 
    153150<li>constructor followed by calling <code>set_parameters()</code> </li> 
    154 <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> 
     151<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> 
    155152</ul> 
    156 <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> 
    157 <br/><br/></div></td></tr> 
    158 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::eigamma::set_parameters" ref="a840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
     153All 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> 
     154<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::eigamma::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
    159155void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr> 
     156 
    160157<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr> 
    161 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp96552c993870a5dd6bb0ea321f1ceb78"></a> </p> 
    162 <br/><br/></div></td></tr> 
    163 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::eigamma::sample_m" ref="ab4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
    164 virtual 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> 
    165 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_14.png"/> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_15.png"/>. <br/></td></tr> 
    166 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::eigamma::condition" ref="a1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
    167 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#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> 
    168 <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> 
    169 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::eigamma::marginal" ref="aa84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
    170 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#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> 
    171 <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> 
    172 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::eigamma::qbounds" ref="a0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
    173 virtual 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> 
    174 <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> 
     158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::eigamma::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
     159virtual 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> 
     160 
     161<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_14.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_15.png">. <br></td></tr> 
     162<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::eigamma::condition" ref="1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
     163virtual <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> 
     164 
     165<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> 
     166<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::eigamma::marginal" ref="a84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
     167virtual <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> 
     168 
     169<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> 
     170<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::eigamma::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
     171virtual 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> 
     172 
     173<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> 
    175174<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr> 
    176 <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> 
    177 <br/><br/></div></td></tr> 
    178 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::eigamma::set_rv" ref="af423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
    179 void&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> 
    180 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br/></td></tr> 
    181 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::eigamma::isnamed" ref="ac4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
    182 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ac4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
    183 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br/></td></tr> 
    184 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::eigamma::_rv" ref="aa4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
    185 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#aa4ab378d5e004c3ff3e2d4e64f7bba21">_rv</a> () const </td></tr> 
    186 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br/></td></tr> 
     175<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> 
     176<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::eigamma::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
     177void&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> 
     178 
     179<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr> 
     180<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::eigamma::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
     181bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
     182 
     183<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr> 
     184<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::eigamma::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
     185const <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> 
     186 
     187<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr> 
    187188<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    188 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    189 <br/><br/></div></td></tr> 
    190 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::eigamma::dimension" ref="a7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
    191 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
    192 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br/></td></tr> 
    193 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    194 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0901ec983e66b8337aaa506e13b122fa"></a><!-- doxytag: member="bdm::eigamma::alpha" ref="a0901ec983e66b8337aaa506e13b122fa" args="" --> 
    195 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a0901ec983e66b8337aaa506e13b122fa">alpha</a></td></tr> 
    196 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\alpha$" src="form_99.png"/>. <br/></td></tr> 
    197 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a457bfb1ccb2057df85073e519a15ccc1"></a><!-- doxytag: member="bdm::eigamma::beta" ref="a457bfb1ccb2057df85073e519a15ccc1" args="" --> 
    198 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#a457bfb1ccb2057df85073e519a15ccc1">beta</a></td></tr> 
    199 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\beta$" src="form_80.png"/>. <br/></td></tr> 
    200 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::eigamma::dim" ref="a16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
    201 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
    202 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br/></td></tr> 
    203 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::eigamma::rv" ref="a62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
    204 <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> 
    205 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br/></td></tr> 
     189<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::eigamma::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
     190int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
     191 
     192<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr> 
     193<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     194<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0901ec983e66b8337aaa506e13b122fa"></a><!-- doxytag: member="bdm::eigamma::alpha" ref="0901ec983e66b8337aaa506e13b122fa" args="" --> 
     195vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#0901ec983e66b8337aaa506e13b122fa">alpha</a></td></tr> 
     196 
     197<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\alpha$" src="form_99.png">. <br></td></tr> 
     198<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="457bfb1ccb2057df85073e519a15ccc1"></a><!-- doxytag: member="bdm::eigamma::beta" ref="457bfb1ccb2057df85073e519a15ccc1" args="" --> 
     199vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html#457bfb1ccb2057df85073e519a15ccc1">beta</a></td></tr> 
     200 
     201<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Vector <img class="formulaInl" alt="$\beta$" src="form_80.png">. <br></td></tr> 
     202<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::eigamma::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
     203int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
     204 
     205<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr> 
     206<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::eigamma::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
     207<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> 
     208 
     209<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr> 
    206210</table> 
    207 <hr/><h2>Member Function Documentation</h2> 
    208 <a class="anchor" id="a8a6fd1a1c0190f3e0d95a2a1f99aafc1"></a><!-- doxytag: member="bdm::eigamma::from_setting" ref="a8a6fd1a1c0190f3e0d95a2a1f99aafc1" args="(const Setting &amp;set)" --> 
     211<hr><a name="_details"></a><h2>Detailed Description</h2> 
     212Inverse-Gamma posterior density.  
     213<p> 
     214Multivariate inverse-Gamma density as product of independent univariate densities. <p class="formulaDsp"> 
     215<img class="formulaDsp" alt="\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]" src="form_79.png"> 
     216<p> 
     217<p> 
     218Vector <img class="formulaInl" alt="$\beta$" src="form_80.png"> has different meaning (in fact it is 1/beta as used in definition of iG)<p> 
     219Inverse Gamma can be converted to Gamma using <p class="formulaDsp"> 
     220<img class="formulaDsp" alt="\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]" src="form_81.png"> 
     221<p> 
     222 This relation is used in sampling. <hr><h2>Member Function Documentation</h2> 
     223<a class="anchor" name="8a6fd1a1c0190f3e0d95a2a1f99aafc1"></a><!-- doxytag: member="bdm::eigamma::from_setting" ref="8a6fd1a1c0190f3e0d95a2a1f99aafc1" args="(const Setting &amp;set)" --> 
    209224<div class="memitem"> 
    210225<div class="memproto"> 
    211226      <table class="memname"> 
    212227        <tr> 
    213           <td class="memname">void bdm::egamma::from_setting </td> 
     228          <td class="memname">void bdm::egamma::from_setting           </td> 
    214229          <td>(</td> 
    215230          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    216           <td class="paramname"> <em>set</em></td> 
     231          <td class="paramname"> <em>set</em>          </td> 
    217232          <td>&nbsp;)&nbsp;</td> 
    218233          <td><code> [inline, virtual, inherited]</code></td> 
    … …  
    221236</div> 
    222237<div class="memdoc"> 
    223 <p>Create Gamma density </p> 
    224 <p class="formulaDsp"> 
    225 <img class="formulaDsp" alt="\[ f(rv|rvc) = \Gamma(\alpha, \beta) \]" src="form_166.png"/> 
    226 </p> 
    227 <p> from structure </p> 
    228 <div class="fragment"><pre class="fragment">                <span class="keyword">class </span>= &apos;egamma&apos;; 
    229                 <a class="code" href="classbdm_1_1egamma.html#a0901ec983e66b8337aaa506e13b122fa" title="Vector .">alpha</a> = [...];         <span class="comment">// vector of alpha</span> 
    230                 <a class="code" href="classbdm_1_1egamma.html#a457bfb1ccb2057df85073e519a15ccc1" title="Vector .">beta</a> = [...];          <span class="comment">// vector of beta</span> 
    231                 rv = RV({<span class="stringliteral">&apos;name&apos;</span>})      <span class="comment">// description of RV</span> 
     238 
     239<p> 
     240Create Gamma density <p class="formulaDsp"> 
     241<img class="formulaDsp" alt="\[ f(rv|rvc) = \Gamma(\alpha, \beta) \]" src="form_166.png"> 
     242<p> 
     243 from structure <div class="fragment"><pre class="fragment">                <span class="keyword">class </span>= 'egamma'; 
     244                <a class="code" href="classbdm_1_1egamma.html#0901ec983e66b8337aaa506e13b122fa" title="Vector .">alpha</a> = [...];         <span class="comment">// vector of alpha</span> 
     245                <a class="code" href="classbdm_1_1egamma.html#457bfb1ccb2057df85073e519a15ccc1" title="Vector .">beta</a> = [...];          <span class="comment">// vector of beta</span> 
     246                rv = RV({<span class="stringliteral">'name'</span>})      <span class="comment">// description of RV</span> 
    232247</pre></div>  
    233 <p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#afa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
    234  
    235 <p>References <a class="el" href="exp__family_8h_source.html#l00474">bdm::egamma::alpha</a>, <a class="el" href="user__info_8h_source.html#l00451">bdm::UI::get()</a>, and <a class="el" href="exp__family_8h_source.html#l00511">bdm::egamma::validate()</a>.</p> 
    236  
    237 </div> 
    238 </div> 
    239 <hr/>The documentation for this class was generated from the following file:<ul> 
    240 <li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li> 
    241 </ul> 
    242 </div> 
    243 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:06 2009 for mixpp by&nbsp; 
     248<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
     249 
     250<p>References <a class="el" href="exp__family_8h_source.html#l00475">bdm::egamma::alpha</a>, <a class="el" href="user__info_8h_source.html#l00451">bdm::UI::get()</a>, and <a class="el" href="exp__family_8h_source.html#l00512">bdm::egamma::validate()</a>.</p> 
     251 
     252</div> 
     253</div><p> 
     254<hr>The documentation for this class was generated from the following file:<ul> 
     255<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></ul> 
     256</div> 
     257<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:48 2009 for mixpp by&nbsp; 
    244258<a href="http://www.doxygen.org/index.html"> 
    245 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     259<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
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    247261</html>