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    53<title>mixpp: bdm::euni Class Reference</title> 
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    73 <h1>bdm::euni Class Reference</h1><!-- doxytag: class="bdm::euni" --><!-- doxytag: inherits="bdm::epdf" --> 
    74 <p>Uniform distributed density on a rectangular support.   
    75 <a href="#_details">More...</a></p> 
    76 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    77 <p>Uniform distributed density on a rectangular support. </p> 
    78  
    79 <p><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code></p> 
    80  
    81 <p><a href="classbdm_1_1euni-members.html">List of all members.</a></p> 
    82 <table border="0" cellpadding="0" cellspacing="0"> 
    83 <tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
    84 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="acaa07b8307bd793d5339d6583e0aba81"></a><!-- doxytag: member="bdm::euni::evallog" ref="acaa07b8307bd793d5339d6583e0aba81" args="(const vec &amp;val) const " --> 
    85 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#acaa07b8307bd793d5339d6583e0aba81">evallog</a> (const vec &amp;val) const </td></tr> 
    86 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of argument <code>val</code> In case the argument is out of suport return -Infinity. <br/></td></tr> 
    87 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afc5df80359ead2918384b2004ce67194"></a><!-- doxytag: member="bdm::euni::sample" ref="afc5df80359ead2918384b2004ce67194" args="() const " --> 
    88 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#afc5df80359ead2918384b2004ce67194">sample</a> () const </td></tr> 
    89 <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> 
    90 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a46caa8c13aba2e6228f964208918b226"></a><!-- doxytag: member="bdm::euni::mean" ref="a46caa8c13aba2e6228f964208918b226" args="() const " --> 
    91 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#a46caa8c13aba2e6228f964208918b226">mean</a> () const </td></tr> 
    92 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set values of <code>low</code> and <code>high</code> <br/></td></tr> 
    93 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a951f932155111f6053c980f672b4c22c"></a><!-- doxytag: member="bdm::euni::variance" ref="a951f932155111f6053c980f672b4c22c" args="() const " --> 
    94 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#a951f932155111f6053c980f672b4c22c">variance</a> () const </td></tr> 
    95 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br/></td></tr> 
    96 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#a77f5fef1f006fe056066da23b9e5f042">from_setting</a> (const Setting &amp;set)</td></tr> 
    97 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a70c5a7dcf7cb0f7ea83b9165f31868e9"></a><!-- doxytag: member="bdm::euni::validate" ref="a70c5a7dcf7cb0f7ea83b9165f31868e9" args="()" --> 
    98 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#a70c5a7dcf7cb0f7ea83b9165f31868e9">validate</a> ()</td></tr> 
    99 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
    100 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::euni::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    101 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    102 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    103 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::euni::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    104 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> 
    105 <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::euni Class Reference</h1><!-- doxytag: class="bdm::euni" --><!-- doxytag: inherits="bdm::epdf" -->Uniform distributed density on a rectangular support.   
     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_1euni-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="caa07b8307bd793d5339d6583e0aba81"></a><!-- doxytag: member="bdm::euni::evallog" ref="caa07b8307bd793d5339d6583e0aba81" args="(const vec &amp;val) const " --> 
     81double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#caa07b8307bd793d5339d6583e0aba81">evallog</a> (const vec &amp;val) const </td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of argument <code>val</code> In case the argument is out of suport return -Infinity. <br></td></tr> 
     84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fc5df80359ead2918384b2004ce67194"></a><!-- doxytag: member="bdm::euni::sample" ref="fc5df80359ead2918384b2004ce67194" args="() const " --> 
     85vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#fc5df80359ead2918384b2004ce67194">sample</a> () const </td></tr> 
     86 
     87<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> 
     88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="46caa8c13aba2e6228f964208918b226"></a><!-- doxytag: member="bdm::euni::mean" ref="46caa8c13aba2e6228f964208918b226" args="() const " --> 
     89vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#46caa8c13aba2e6228f964208918b226">mean</a> () const </td></tr> 
     90 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set values of <code>low</code> and <code>high</code> <br></td></tr> 
     92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="951f932155111f6053c980f672b4c22c"></a><!-- doxytag: member="bdm::euni::variance" ref="951f932155111f6053c980f672b4c22c" args="() const " --> 
     93vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#951f932155111f6053c980f672b4c22c">variance</a> () const </td></tr> 
     94 
     95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <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_1euni.html#77f5fef1f006fe056066da23b9e5f042">from_setting</a> (const Setting &amp;set)</td></tr> 
     97 
     98<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="70c5a7dcf7cb0f7ea83b9165f31868e9"></a><!-- doxytag: member="bdm::euni::validate" ref="70c5a7dcf7cb0f7ea83b9165f31868e9" args="()" --> 
     99void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#70c5a7dcf7cb0f7ea83b9165f31868e9">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="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::euni::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
     103virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     104 
     105<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
     106<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::euni::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     107virtual 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> 
     108 
     109<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
    106110<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    107 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp559a25fdb98a7d1fd1c3771ac568d5e9"></a> </p> 
    108 <br/><br/></div></td></tr> 
    109 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8887b088e3ab0b01e96b88237d707b97"></a><!-- doxytag: member="bdm::euni::euni" ref="a8887b088e3ab0b01e96b88237d707b97" args="()" --> 
     111<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8887b088e3ab0b01e96b88237d707b97"></a><!-- doxytag: member="bdm::euni::euni" ref="8887b088e3ab0b01e96b88237d707b97" args="()" --> 
    110112&nbsp;</td><td class="memItemRight" valign="bottom"><b>euni</b> ()</td></tr> 
    111 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af40f4e92c36d090fca8300c4e4ae2c4d"></a><!-- doxytag: member="bdm::euni::euni" ref="af40f4e92c36d090fca8300c4e4ae2c4d" args="(const vec &amp;low0, const vec &amp;high0)" --> 
     113 
     114<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f40f4e92c36d090fca8300c4e4ae2c4d"></a><!-- doxytag: member="bdm::euni::euni" ref="f40f4e92c36d090fca8300c4e4ae2c4d" args="(const vec &amp;low0, const vec &amp;high0)" --> 
    112115&nbsp;</td><td class="memItemRight" valign="bottom"><b>euni</b> (const vec &amp;low0, const vec &amp;high0)</td></tr> 
    113 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8e130b323c62b42f1699537f99af6f09"></a><!-- doxytag: member="bdm::euni::set_parameters" ref="a8e130b323c62b42f1699537f99af6f09" args="(const vec &amp;low0, const vec &amp;high0)" --> 
     116 
     117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8e130b323c62b42f1699537f99af6f09"></a><!-- doxytag: member="bdm::euni::set_parameters" ref="8e130b323c62b42f1699537f99af6f09" args="(const vec &amp;low0, const vec &amp;high0)" --> 
    114118void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const vec &amp;low0, const vec &amp;high0)</td></tr> 
     119 
    115120<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    116 <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> 
    117 <ul> 
     121<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> 
    118122<li>empty constructor, </li> 
    119123<li>copy constructor,</li> 
    120124</ul> 
    121 <p>The following constructors should be supported for convenience: </p> 
    122 <ul> 
     125The following constructors should be supported for convenience: <ul> 
    123126<li>constructor followed by calling <code>set_parameters()</code> </li> 
    124 <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> 
     127<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> 
    125128</ul> 
    126 <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> 
    127 <br/><br/></div></td></tr> 
    128 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::euni::set_parameters" ref="a840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
     129All 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> 
     130<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::euni::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
    129131void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr> 
     132 
    130133<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr> 
    131 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp96552c993870a5dd6bb0ea321f1ceb78"></a> </p> 
    132 <br/><br/></div></td></tr> 
    133 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::euni::sample_m" ref="ab4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
    134 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> 
    135 <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> 
    136 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad08b68a5abd461f1b6519597e344caf8"></a><!-- doxytag: member="bdm::euni::evallog_m" ref="ad08b68a5abd461f1b6519597e344caf8" args="(const mat &amp;Val) const " --> 
    137 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ad08b68a5abd461f1b6519597e344caf8">evallog_m</a> (const mat &amp;Val) const </td></tr> 
    138 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br/></td></tr> 
    139 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9bc02dae61584138443baf6b1cbc1ac9"></a><!-- doxytag: member="bdm::euni::evallog_m" ref="a9bc02dae61584138443baf6b1cbc1ac9" args="(const Array&lt; vec &gt; &amp;Avec) const " --> 
    140 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a9bc02dae61584138443baf6b1cbc1ac9">evallog_m</a> (const Array&lt; vec &gt; &amp;Avec) const </td></tr> 
    141 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br/></td></tr> 
    142 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::euni::condition" ref="a1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
    143 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> 
    144 <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> 
    145 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::euni::marginal" ref="aa84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
    146 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> 
    147 <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> 
    148 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::euni::qbounds" ref="a0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
    149 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> 
    150 <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> 
     134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::euni::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
     135virtual 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> 
     136 
     137<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> 
     138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d08b68a5abd461f1b6519597e344caf8"></a><!-- doxytag: member="bdm::euni::evallog_m" ref="d08b68a5abd461f1b6519597e344caf8" args="(const mat &amp;Val) const " --> 
     139virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#d08b68a5abd461f1b6519597e344caf8">evallog_m</a> (const mat &amp;Val) const </td></tr> 
     140 
     141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr> 
     142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9bc02dae61584138443baf6b1cbc1ac9"></a><!-- doxytag: member="bdm::euni::evallog_m" ref="9bc02dae61584138443baf6b1cbc1ac9" args="(const Array&lt; vec &gt; &amp;Avec) const " --> 
     143virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#9bc02dae61584138443baf6b1cbc1ac9">evallog_m</a> (const Array&lt; vec &gt; &amp;Avec) const </td></tr> 
     144 
     145<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr> 
     146<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::euni::condition" ref="1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " --> 
     147virtual <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> 
     148 
     149<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> 
     150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::euni::marginal" ref="a84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " --> 
     151virtual <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> 
     152 
     153<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> 
     154<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::euni::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
     155virtual 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> 
     156 
     157<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> 
    151158<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr> 
    152 <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> 
    153 <br/><br/></div></td></tr> 
    154 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::euni::set_rv" ref="af423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
    155 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> 
    156 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br/></td></tr> 
    157 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::euni::isnamed" ref="ac4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
    158 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ac4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
    159 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br/></td></tr> 
    160 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::euni::_rv" ref="aa4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
    161 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> 
    162 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br/></td></tr> 
     159<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> 
     160<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::euni::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
     161void&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> 
     162 
     163<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr> 
     164<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::euni::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
     165bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
     166 
     167<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr> 
     168<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::euni::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
     169const <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> 
     170 
     171<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr> 
    163172<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    164 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    165 <br/><br/></div></td></tr> 
    166 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::euni::dimension" ref="a7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
    167 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
    168 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br/></td></tr> 
    169 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    170 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aff7ce6a2ef5ef0015bbd1398bed12f32"></a><!-- doxytag: member="bdm::euni::low" ref="aff7ce6a2ef5ef0015bbd1398bed12f32" args="" --> 
    171 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#aff7ce6a2ef5ef0015bbd1398bed12f32">low</a></td></tr> 
    172 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">lower bound on support <br/></td></tr> 
    173 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="acfad2dea4a62db6872bda8abd75f0de1"></a><!-- doxytag: member="bdm::euni::high" ref="acfad2dea4a62db6872bda8abd75f0de1" args="" --> 
    174 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#acfad2dea4a62db6872bda8abd75f0de1">high</a></td></tr> 
    175 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">upper bound on support <br/></td></tr> 
    176 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad3c27e331f90c754d80228108de8ed4c"></a><!-- doxytag: member="bdm::euni::distance" ref="ad3c27e331f90c754d80228108de8ed4c" args="" --> 
    177 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#ad3c27e331f90c754d80228108de8ed4c">distance</a></td></tr> 
    178 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">internal <br/></td></tr> 
    179 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a31bb13e8449a8eff35246d46dae35c20"></a><!-- doxytag: member="bdm::euni::nk" ref="a31bb13e8449a8eff35246d46dae35c20" args="" --> 
    180 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#a31bb13e8449a8eff35246d46dae35c20">nk</a></td></tr> 
    181 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">normalizing coefficients <br/></td></tr> 
    182 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a3e63be48dd58659663ca60cd18700476"></a><!-- doxytag: member="bdm::euni::lnk" ref="a3e63be48dd58659663ca60cd18700476" args="" --> 
    183 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#a3e63be48dd58659663ca60cd18700476">lnk</a></td></tr> 
    184 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cache of log( <code>nk</code> ) <br/></td></tr> 
    185 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::euni::dim" ref="a16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
    186 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
    187 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br/></td></tr> 
    188 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::euni::rv" ref="a62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
    189 <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> 
    190 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br/></td></tr> 
     173<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::euni::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
     174int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
     175 
     176<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr> 
     177<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     178<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff7ce6a2ef5ef0015bbd1398bed12f32"></a><!-- doxytag: member="bdm::euni::low" ref="ff7ce6a2ef5ef0015bbd1398bed12f32" args="" --> 
     179vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#ff7ce6a2ef5ef0015bbd1398bed12f32">low</a></td></tr> 
     180 
     181<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">lower bound on support <br></td></tr> 
     182<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cfad2dea4a62db6872bda8abd75f0de1"></a><!-- doxytag: member="bdm::euni::high" ref="cfad2dea4a62db6872bda8abd75f0de1" args="" --> 
     183vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#cfad2dea4a62db6872bda8abd75f0de1">high</a></td></tr> 
     184 
     185<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">upper bound on support <br></td></tr> 
     186<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d3c27e331f90c754d80228108de8ed4c"></a><!-- doxytag: member="bdm::euni::distance" ref="d3c27e331f90c754d80228108de8ed4c" args="" --> 
     187vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#d3c27e331f90c754d80228108de8ed4c">distance</a></td></tr> 
     188 
     189<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">internal <br></td></tr> 
     190<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="31bb13e8449a8eff35246d46dae35c20"></a><!-- doxytag: member="bdm::euni::nk" ref="31bb13e8449a8eff35246d46dae35c20" args="" --> 
     191double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#31bb13e8449a8eff35246d46dae35c20">nk</a></td></tr> 
     192 
     193<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">normalizing coefficients <br></td></tr> 
     194<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3e63be48dd58659663ca60cd18700476"></a><!-- doxytag: member="bdm::euni::lnk" ref="3e63be48dd58659663ca60cd18700476" args="" --> 
     195double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html#3e63be48dd58659663ca60cd18700476">lnk</a></td></tr> 
     196 
     197<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cache of log( <code>nk</code> ) <br></td></tr> 
     198<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::euni::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
     199int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
     200 
     201<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr> 
     202<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::euni::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
     203<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> 
     204 
     205<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr> 
    191206</table> 
    192 <hr/><h2>Member Function Documentation</h2> 
    193 <a class="anchor" id="a77f5fef1f006fe056066da23b9e5f042"></a><!-- doxytag: member="bdm::euni::from_setting" ref="a77f5fef1f006fe056066da23b9e5f042" args="(const Setting &amp;set)" --> 
     207<hr><a name="_details"></a><h2>Detailed Description</h2> 
     208Uniform distributed density on a rectangular support. <hr><h2>Member Function Documentation</h2> 
     209<a class="anchor" name="77f5fef1f006fe056066da23b9e5f042"></a><!-- doxytag: member="bdm::euni::from_setting" ref="77f5fef1f006fe056066da23b9e5f042" args="(const Setting &amp;set)" --> 
    194210<div class="memitem"> 
    195211<div class="memproto"> 
    196212      <table class="memname"> 
    197213        <tr> 
    198           <td class="memname">void bdm::euni::from_setting </td> 
     214          <td class="memname">void bdm::euni::from_setting           </td> 
    199215          <td>(</td> 
    200216          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    201           <td class="paramname"> <em>set</em></td> 
     217          <td class="paramname"> <em>set</em>          </td> 
    202218          <td>&nbsp;)&nbsp;</td> 
    203219          <td><code> [inline, virtual]</code></td> 
    … …  
    206222</div> 
    207223<div class="memdoc"> 
    208 <p>Create Uniform density </p> 
    209 <p class="formulaDsp"> 
    210 <img class="formulaDsp" alt="\[ f(rv) = U(low,high) \]" src="form_167.png"/> 
    211 </p> 
    212 <p> from structure </p> 
    213 <div class="fragment"><pre class="fragment">                 <span class="keyword">class </span>= &apos;euni&apos; 
    214                  <a class="code" href="classbdm_1_1euni.html#acfad2dea4a62db6872bda8abd75f0de1" title="upper bound on support">high</a> = [...];          <span class="comment">// vector of upper bounds</span> 
    215                  <a class="code" href="classbdm_1_1euni.html#aff7ce6a2ef5ef0015bbd1398bed12f32" title="lower bound on support">low</a> = [...];           <span class="comment">// vector of lower bounds</span> 
    216                  rv = RV({<span class="stringliteral">&apos;name&apos;</span>});     <span class="comment">// description of RV</span> 
     224 
     225<p> 
     226Create Uniform density <p class="formulaDsp"> 
     227<img class="formulaDsp" alt="\[ f(rv) = U(low,high) \]" src="form_167.png"> 
     228<p> 
     229 from structure <div class="fragment"><pre class="fragment">                 <span class="keyword">class </span>= 'euni' 
     230                 <a class="code" href="classbdm_1_1euni.html#cfad2dea4a62db6872bda8abd75f0de1" title="upper bound on support">high</a> = [...];          <span class="comment">// vector of upper bounds</span> 
     231                 <a class="code" href="classbdm_1_1euni.html#ff7ce6a2ef5ef0015bbd1398bed12f32" title="lower bound on support">low</a> = [...];           <span class="comment">// vector of lower bounds</span> 
     232                 rv = RV({<span class="stringliteral">'name'</span>});     <span class="comment">// description of RV</span> 
    217233</pre></div>  
    218 <p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#afa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
    219  
    220 <p>References <a class="el" href="user__info_8h_source.html#l00451">bdm::UI::get()</a>, <a class="el" href="exp__family_8h_source.html#l00572">high</a>, <a class="el" href="exp__family_8h_source.html#l00570">low</a>, and <a class="el" href="exp__family_8h_source.html#l00625">validate()</a>.</p> 
    221  
    222 </div> 
    223 </div> 
    224 <hr/>The documentation for this class was generated from the following file:<ul> 
    225 <li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li> 
    226 </ul> 
    227 </div> 
    228 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:06 2009 for mixpp by&nbsp; 
     234<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
     235 
     236<p>References <a class="el" href="user__info_8h_source.html#l00451">bdm::UI::get()</a>, <a class="el" href="exp__family_8h_source.html#l00573">high</a>, <a class="el" href="exp__family_8h_source.html#l00571">low</a>, and <a class="el" href="exp__family_8h_source.html#l00626">validate()</a>.</p> 
     237 
     238</div> 
     239</div><p> 
     240<hr>The documentation for this class was generated from the following file:<ul> 
     241<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></ul> 
     242</div> 
     243<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:48 2009 for mixpp by&nbsp; 
    229244<a href="http://www.doxygen.org/index.html"> 
    230 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     245<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    231246</body> 
    232247</html>