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    53<title>mixpp: bdm::elognorm Class Reference</title> 
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    73 <h1>bdm::elognorm Class Reference</h1><!-- doxytag: class="bdm::elognorm" --><!-- doxytag: inherits="enorm&lt; ldmat &gt;" --><hr/><a name="_details"></a><h2>Detailed Description</h2> 
    74 <p>Log-Normal probability density only allow diagonal covariances!</p> 
    75 <p>Density of the form <img class="formulaInl" alt="$ \log(x)\sim \mathcal{N}(\mu,\sigma^2) $" src="form_95.png"/> , i.e. </p> 
    76 <p class="formulaDsp"> 
    77 <img class="formulaDsp" alt="\[ x \sim \frac{1}{x\sigma\sqrt{2\pi}}\exp{-\frac{1}{2\sigma^2}(\log(x)-\mu)} \]" src="form_96.png"/> 
    78 </p> 
    79 <p>Function from_setting loads mu and R in the same way as it does for enorm&lt;&gt;! </p> 
    80  
    81 <p><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code></p> 
    82  
    83 <p><a href="classbdm_1_1elognorm-members.html">List of all members.</a></p> 
    84 <table border="0" cellpadding="0" cellspacing="0"> 
    85 <tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
    86 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8b948e2bce1253765a2542199913aaba"></a><!-- doxytag: member="bdm::elognorm::sample" ref="a8b948e2bce1253765a2542199913aaba" args="() const " --> 
    87 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1elognorm.html#a8b948e2bce1253765a2542199913aaba">sample</a> () const </td></tr> 
    88 <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> 
    89 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aadb41e4f4d6600dec6f8c1dbc5ed9eea"></a><!-- doxytag: member="bdm::elognorm::mean" ref="aadb41e4f4d6600dec6f8c1dbc5ed9eea" args="() const " --> 
    90 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1elognorm.html#aadb41e4f4d6600dec6f8c1dbc5ed9eea">mean</a> () const </td></tr> 
    91 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br/></td></tr> 
    92 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa36d06ecdd6f4c79dc122510eaccc692"></a><!-- doxytag: member="bdm::elognorm::evallog" ref="aa36d06ecdd6f4c79dc122510eaccc692" args="(const vec &amp;val) const " --> 
    93 virtual 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> 
    94 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br/></td></tr> 
    95 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6886c60b6b690e503913240db5de0c6f"></a><!-- doxytag: member="bdm::elognorm::evallog_m" ref="a6886c60b6b690e503913240db5de0c6f" args="(const mat &amp;Val) const " --> 
    96 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> 
    97 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br/></td></tr> 
    98 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad793f4fd6d0dcec5f16bff0ae45fc7d5"></a><!-- doxytag: member="bdm::elognorm::evallog_m" ref="ad793f4fd6d0dcec5f16bff0ae45fc7d5" args="(const Array&lt; vec &gt; &amp;Val) const " --> 
    99 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> 
    100 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br/></td></tr> 
    101 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="acf38af29e8e3d650c640509a52396053"></a><!-- doxytag: member="bdm::elognorm::pow" ref="acf38af29e8e3d650c640509a52396053" args="(double p)" --> 
    102 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#acf38af29e8e3d650c640509a52396053">pow</a> (double p)</td></tr> 
    103 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br/></td></tr> 
    104 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::elognorm::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    105 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    106 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    107 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::elognorm::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    108 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> 
    109 <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::elognorm Class Reference</h1><!-- doxytag: class="bdm::elognorm" --><!-- doxytag: inherits="enorm&lt; ldmat &gt;" --><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code> 
     71<p> 
     72 
     73<p> 
     74<a href="classbdm_1_1elognorm-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> 
     75<tr><td></td></tr> 
     76<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> 
     77<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8b948e2bce1253765a2542199913aaba"></a><!-- doxytag: member="bdm::elognorm::sample" ref="8b948e2bce1253765a2542199913aaba" args="() const " --> 
     78vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1elognorm.html#8b948e2bce1253765a2542199913aaba">sample</a> () const </td></tr> 
     79 
     80<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> 
     81<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="adb41e4f4d6600dec6f8c1dbc5ed9eea"></a><!-- doxytag: member="bdm::elognorm::mean" ref="adb41e4f4d6600dec6f8c1dbc5ed9eea" args="() const " --> 
     82vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1elognorm.html#adb41e4f4d6600dec6f8c1dbc5ed9eea">mean</a> () const </td></tr> 
     83 
     84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br></td></tr> 
     85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a36d06ecdd6f4c79dc122510eaccc692"></a><!-- doxytag: member="bdm::elognorm::evallog" ref="a36d06ecdd6f4c79dc122510eaccc692" args="(const vec &amp;val) const " --> 
     86virtual 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> 
     87 
     88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr> 
     89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6886c60b6b690e503913240db5de0c6f"></a><!-- doxytag: member="bdm::elognorm::evallog_m" ref="6886c60b6b690e503913240db5de0c6f" args="(const mat &amp;Val) const " --> 
     90virtual 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> 
     91 
     92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr> 
     93<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d793f4fd6d0dcec5f16bff0ae45fc7d5"></a><!-- doxytag: member="bdm::elognorm::evallog_m" ref="d793f4fd6d0dcec5f16bff0ae45fc7d5" args="(const Array&lt; vec &gt; &amp;Val) const " --> 
     94virtual 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> 
     95 
     96<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr> 
     97<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cf38af29e8e3d650c640509a52396053"></a><!-- doxytag: member="bdm::elognorm::pow" ref="cf38af29e8e3d650c640509a52396053" args="(double p)" --> 
     98virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#cf38af29e8e3d650c640509a52396053">pow</a> (double p)</td></tr> 
     99 
     100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br></td></tr> 
     101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::elognorm::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
     102virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     103 
     104<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
     105<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::elognorm::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     106virtual 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> 
     107 
     108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
    110109<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    111 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp559a25fdb98a7d1fd1c3771ac568d5e9"></a> </p> 
    112 <br/><br/></div></td></tr> 
    113 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab8322f2c11560871dd922c660f4771bb"></a><!-- doxytag: member="bdm::elognorm::set_parameters" ref="ab8322f2c11560871dd922c660f4771bb" args="(const vec &amp;mu, const ldmat &amp;R)" --> 
    114 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const vec &amp;<a class="el" href="classbdm_1_1enorm.html#ac702a194720853570d08b65482f842c7">mu</a>, const <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &amp;<a class="el" href="classbdm_1_1enorm.html#a2d92dde696b2a7a5b10ddef5d22ba2c2">R</a>)</td></tr> 
    115 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#a61bd470764020bea6e1ed35000f259e6">from_setting</a> (const Setting &amp;<a class="el" href="classbdm_1_1root.html">root</a>)</td></tr> 
    116 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a38eb17ecb75d94a50b6782fcf735cfea"></a><!-- doxytag: member="bdm::elognorm::validate" ref="a38eb17ecb75d94a50b6782fcf735cfea" args="()" --> 
    117 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#a38eb17ecb75d94a50b6782fcf735cfea">validate</a> ()</td></tr> 
    118 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
     110<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b8322f2c11560871dd922c660f4771bb"></a><!-- doxytag: member="bdm::elognorm::set_parameters" ref="b8322f2c11560871dd922c660f4771bb" args="(const vec &amp;mu, const ldmat &amp;R)" --> 
     111void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const vec &amp;<a class="el" href="classbdm_1_1enorm.html#c702a194720853570d08b65482f842c7">mu</a>, const <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &amp;<a class="el" href="classbdm_1_1enorm.html#2d92dde696b2a7a5b10ddef5d22ba2c2">R</a>)</td></tr> 
     112 
     113<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#61bd470764020bea6e1ed35000f259e6">from_setting</a> (const Setting &amp;<a class="el" href="classbdm_1_1root.html">root</a>)</td></tr> 
     114 
     115<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="38eb17ecb75d94a50b6782fcf735cfea"></a><!-- doxytag: member="bdm::elognorm::validate" ref="38eb17ecb75d94a50b6782fcf735cfea" args="()" --> 
     116void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#38eb17ecb75d94a50b6782fcf735cfea">validate</a> ()</td></tr> 
     117 
     118<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
    119119<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    120 <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> 
    121 <ul> 
     120<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> 
    122121<li>empty constructor, </li> 
    123122<li>copy constructor,</li> 
    124123</ul> 
    125 <p>The following constructors should be supported for convenience: </p> 
    126 <ul> 
     124The following constructors should be supported for convenience: <ul> 
    127125<li>constructor followed by calling <code>set_parameters()</code> </li> 
    128 <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> 
     126<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> 
    129127</ul> 
    130 <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> 
    131 <br/><br/></div></td></tr> 
    132 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::elognorm::set_parameters" ref="a840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
     128All 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> 
     129<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::elognorm::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" --> 
    133130void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr> 
     131 
    134132<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> 
    135 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpfb3595af27ed8bd142c95323c0dab340"></a> </p> 
    136 <br/><br/></div></td></tr> 
    137 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad2e0d3a1e30ab3ab04df2d0c43ae74a2"></a><!-- doxytag: member="bdm::elognorm::dupdate" ref="ad2e0d3a1e30ab3ab04df2d0c43ae74a2" args="(mat &amp;v, double nu=1.0)" --> 
    138 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#ad2e0d3a1e30ab3ab04df2d0c43ae74a2">dupdate</a> (mat &amp;v, double nu=1.0)</td></tr> 
    139 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dupdate in exponential form (not really handy) <br/></td></tr> 
    140 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae13aeed5b543b2179bacdc4fa2ae47a3"></a><!-- doxytag: member="bdm::elognorm::evallog_nn" ref="ae13aeed5b543b2179bacdc4fa2ae47a3" args="(const vec &amp;val) const" --> 
    141 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#ae13aeed5b543b2179bacdc4fa2ae47a3">evallog_nn</a> (const vec &amp;val) const</td></tr> 
    142 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br/></td></tr> 
    143 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a25785343aff102cc5df1cab08ba16d32"></a><!-- doxytag: member="bdm::elognorm::lognc" ref="a25785343aff102cc5df1cab08ba16d32" args="() const" --> 
    144 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#a25785343aff102cc5df1cab08ba16d32">lognc</a> () const</td></tr> 
    145 <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> 
    146 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a729c75ef0fa8abae03d58ad1f81e6773"></a><!-- doxytag: member="bdm::elognorm::variance" ref="a729c75ef0fa8abae03d58ad1f81e6773" args="() const" --> 
    147 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#a729c75ef0fa8abae03d58ad1f81e6773">variance</a> () const</td></tr> 
    148 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br/></td></tr> 
    149 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a40201ca12c6900f7aeb493bb7c582e20"></a><!-- doxytag: member="bdm::elognorm::condition" ref="a40201ca12c6900f7aeb493bb7c582e20" args="(const RV &amp;rvn) const" --> 
    150 <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_1enorm.html#a40201ca12c6900f7aeb493bb7c582e20">condition</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn) const</td></tr> 
    151 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return conditional density on the given RV, the remaining rvs will be in conditioning. <br/></td></tr> 
    152 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7c583763021f98255452925da3d5c4c3"></a><!-- doxytag: member="bdm::elognorm::condition" ref="a7c583763021f98255452925da3d5c4c3" args="(const RV &amp;rvn, mpdf &amp;target) const" --> 
     133<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2e0d3a1e30ab3ab04df2d0c43ae74a2"></a><!-- doxytag: member="bdm::elognorm::dupdate" ref="d2e0d3a1e30ab3ab04df2d0c43ae74a2" args="(mat &amp;v, double nu=1.0)" --> 
     134void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#d2e0d3a1e30ab3ab04df2d0c43ae74a2">dupdate</a> (mat &amp;v, double nu=1.0)</td></tr> 
     135 
     136<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dupdate in exponential form (not really handy) <br></td></tr> 
     137<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e13aeed5b543b2179bacdc4fa2ae47a3"></a><!-- doxytag: member="bdm::elognorm::evallog_nn" ref="e13aeed5b543b2179bacdc4fa2ae47a3" args="(const vec &amp;val) const" --> 
     138double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#e13aeed5b543b2179bacdc4fa2ae47a3">evallog_nn</a> (const vec &amp;val) const</td></tr> 
     139 
     140<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr> 
     141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="25785343aff102cc5df1cab08ba16d32"></a><!-- doxytag: member="bdm::elognorm::lognc" ref="25785343aff102cc5df1cab08ba16d32" args="() const" --> 
     142double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#25785343aff102cc5df1cab08ba16d32">lognc</a> () const</td></tr> 
     143 
     144<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> 
     145<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="729c75ef0fa8abae03d58ad1f81e6773"></a><!-- doxytag: member="bdm::elognorm::variance" ref="729c75ef0fa8abae03d58ad1f81e6773" args="() const" --> 
     146vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#729c75ef0fa8abae03d58ad1f81e6773">variance</a> () const</td></tr> 
     147 
     148<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr> 
     149<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="40201ca12c6900f7aeb493bb7c582e20"></a><!-- doxytag: member="bdm::elognorm::condition" ref="40201ca12c6900f7aeb493bb7c582e20" args="(const RV &amp;rvn) const" --> 
     150<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_1enorm.html#40201ca12c6900f7aeb493bb7c582e20">condition</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn) const</td></tr> 
     151 
     152<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return conditional density on the given RV, the remaining rvs will be in conditioning. <br></td></tr> 
     153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c583763021f98255452925da3d5c4c3"></a><!-- doxytag: member="bdm::elognorm::condition" ref="7c583763021f98255452925da3d5c4c3" args="(const RV &amp;rvn, mpdf &amp;target) const" --> 
    153154void&nbsp;</td><td class="memItemRight" valign="bottom"><b>condition</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn, <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &amp;target) const</td></tr> 
    154 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adcb739443669ba0a8faf634196284c08"></a><!-- doxytag: member="bdm::elognorm::marginal" ref="adcb739443669ba0a8faf634196284c08" args="(const RV &amp;rvn) const" --> 
    155 <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_1enorm.html#adcb739443669ba0a8faf634196284c08">marginal</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn) const</td></tr> 
    156 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return marginal density on the given RV, the remainig rvs are intergrated out. <br/></td></tr> 
    157 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0db188559ded204e8c081ad7b782b6c9"></a><!-- doxytag: member="bdm::elognorm::marginal" ref="a0db188559ded204e8c081ad7b782b6c9" args="(const RV &amp;rvn, enorm&lt; ldmat &gt; &amp;target) const" --> 
     155 
     156<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dcb739443669ba0a8faf634196284c08"></a><!-- doxytag: member="bdm::elognorm::marginal" ref="dcb739443669ba0a8faf634196284c08" args="(const RV &amp;rvn) const" --> 
     157<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_1enorm.html#dcb739443669ba0a8faf634196284c08">marginal</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn) const</td></tr> 
     158 
     159<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return marginal density on the given RV, the remainig rvs are intergrated out. <br></td></tr> 
     160<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0db188559ded204e8c081ad7b782b6c9"></a><!-- doxytag: member="bdm::elognorm::marginal" ref="0db188559ded204e8c081ad7b782b6c9" args="(const RV &amp;rvn, enorm&lt; ldmat &gt; &amp;target) const" --> 
    158161void&nbsp;</td><td class="memItemRight" valign="bottom"><b>marginal</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn, <a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &gt; &amp;target) const</td></tr> 
     162 
    159163<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    160 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    161 <br/><br/></div></td></tr> 
    162 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a766127847e9482aea9226ea157295ea2"></a><!-- doxytag: member="bdm::elognorm::_mu" ref="a766127847e9482aea9226ea157295ea2" args="()" --> 
     164<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="766127847e9482aea9226ea157295ea2"></a><!-- doxytag: member="bdm::elognorm::_mu" ref="766127847e9482aea9226ea157295ea2" args="()" --> 
    163165vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_mu</b> ()</td></tr> 
    164 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9dd81fdb83c7ff4d790bb9ebc76be8ee"></a><!-- doxytag: member="bdm::elognorm::_mu" ref="a9dd81fdb83c7ff4d790bb9ebc76be8ee" args="() const" --> 
     166 
     167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9dd81fdb83c7ff4d790bb9ebc76be8ee"></a><!-- doxytag: member="bdm::elognorm::_mu" ref="9dd81fdb83c7ff4d790bb9ebc76be8ee" args="() const" --> 
    165168const vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_mu</b> () const</td></tr> 
    166 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8915d68ae76ad185c8c314f960a63f0c"></a><!-- doxytag: member="bdm::elognorm::set_mu" ref="a8915d68ae76ad185c8c314f960a63f0c" args="(const vec mu0)" --> 
     169 
     170<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8915d68ae76ad185c8c314f960a63f0c"></a><!-- doxytag: member="bdm::elognorm::set_mu" ref="8915d68ae76ad185c8c314f960a63f0c" args="(const vec mu0)" --> 
    167171void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_mu</b> (const vec mu0)</td></tr> 
    168 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a81d81e35e57c9f194bde248e3affcf1f"></a><!-- doxytag: member="bdm::elognorm::_R" ref="a81d81e35e57c9f194bde248e3affcf1f" args="()" --> 
     172 
     173<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="81d81e35e57c9f194bde248e3affcf1f"></a><!-- doxytag: member="bdm::elognorm::_R" ref="81d81e35e57c9f194bde248e3affcf1f" args="()" --> 
    169174<a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_R</b> ()</td></tr> 
    170 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8c664b024e79f18ca3f8e8cc81af2103"></a><!-- doxytag: member="bdm::elognorm::_R" ref="a8c664b024e79f18ca3f8e8cc81af2103" args="() const" --> 
     175 
     176<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8c664b024e79f18ca3f8e8cc81af2103"></a><!-- doxytag: member="bdm::elognorm::_R" ref="8c664b024e79f18ca3f8e8cc81af2103" args="() const" --> 
    171177const <a class="el" href="classbdm_1_1ldmat.html">ldmat</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_R</b> () const</td></tr> 
     178 
    172179<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr> 
    173 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp96552c993870a5dd6bb0ea321f1ceb78"></a> </p> 
    174 <br/><br/></div></td></tr> 
    175 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::elognorm::sample_m" ref="ab4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
    176 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> 
    177 <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)$" src="form_15.png"/>. <br/></td></tr> 
    178 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::elognorm::qbounds" ref="a0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
    179 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a0a7705e80601957f7226d333a0a6d539">qbounds</a> (vec &amp;lb, vec &amp;ub, double percentage=0.95) const </td></tr> 
    180 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Lower and upper bounds of <code>percentage</code> % quantile, returns mean-2*sigma as default. <br/></td></tr> 
     180<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::elognorm::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " --> 
     181virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr> 
     182 
     183<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [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> 
     184<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::elognorm::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " --> 
     185virtual 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> 
     186 
     187<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> 
    181188<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr> 
    182 <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> 
    183 <br/><br/></div></td></tr> 
    184 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::elognorm::set_rv" ref="af423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
    185 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> 
    186 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br/></td></tr> 
    187 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::elognorm::isnamed" ref="ac4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
    188 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#ac4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
    189 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br/></td></tr> 
    190 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::elognorm::_rv" ref="aa4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
    191 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> 
    192 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br/></td></tr> 
     189<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> 
     190<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::elognorm::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" --> 
     191void&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> 
     192 
     193<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr> 
     194<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::elognorm::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " --> 
     195bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr> 
     196 
     197<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr> 
     198<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::elognorm::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " --> 
     199const <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> 
     200 
     201<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr> 
    193202<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    194 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    195 <br/><br/></div></td></tr> 
    196 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::elognorm::dimension" ref="a7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
    197 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
    198 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br/></td></tr> 
    199 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    200 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac702a194720853570d08b65482f842c7"></a><!-- doxytag: member="bdm::elognorm::mu" ref="ac702a194720853570d08b65482f842c7" args="" --> 
    201 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#ac702a194720853570d08b65482f842c7">mu</a></td></tr> 
    202 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">mean value <br/></td></tr> 
    203 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2d92dde696b2a7a5b10ddef5d22ba2c2"></a><!-- doxytag: member="bdm::elognorm::R" ref="a2d92dde696b2a7a5b10ddef5d22ba2c2" args="" --> 
    204 <a class="el" href="classbdm_1_1ldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#a2d92dde696b2a7a5b10ddef5d22ba2c2">R</a></td></tr> 
    205 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Covariance matrix in decomposed form. <br/></td></tr> 
    206 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::elognorm::dim" ref="a16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
    207 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
    208 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br/></td></tr> 
    209 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::elognorm::rv" ref="a62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
    210 <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> 
    211 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br/></td></tr> 
     203<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::elognorm::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " --> 
     204int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr> 
     205 
     206<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr> 
     207<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     208<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c702a194720853570d08b65482f842c7"></a><!-- doxytag: member="bdm::elognorm::mu" ref="c702a194720853570d08b65482f842c7" args="" --> 
     209vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#c702a194720853570d08b65482f842c7">mu</a></td></tr> 
     210 
     211<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">mean value <br></td></tr> 
     212<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2d92dde696b2a7a5b10ddef5d22ba2c2"></a><!-- doxytag: member="bdm::elognorm::R" ref="2d92dde696b2a7a5b10ddef5d22ba2c2" args="" --> 
     213<a class="el" href="classbdm_1_1ldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#2d92dde696b2a7a5b10ddef5d22ba2c2">R</a></td></tr> 
     214 
     215<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Covariance matrix in decomposed form. <br></td></tr> 
     216<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::elognorm::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" --> 
     217int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr> 
     218 
     219<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr> 
     220<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::elognorm::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" --> 
     221<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> 
     222 
     223<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr> 
    212224</table> 
    213 <hr/><h2>Member Function Documentation</h2> 
    214 <a class="anchor" id="a61bd470764020bea6e1ed35000f259e6"></a><!-- doxytag: member="bdm::elognorm::from_setting" ref="a61bd470764020bea6e1ed35000f259e6" args="(const Setting &amp;root)" --> 
     225<hr><a name="_details"></a><h2>Detailed Description</h2> 
     226Log-Normal probability density only allow diagonal covariances!<p> 
     227Density of the form <img class="formulaInl" alt="$ \log(x)\sim \mathcal{N}(\mu,\sigma^2) $" src="form_95.png"> , i.e. <p class="formulaDsp"> 
     228<img class="formulaDsp" alt="\[ x \sim \frac{1}{x\sigma\sqrt{2\pi}}\exp{-\frac{1}{2\sigma^2}(\log(x)-\mu)} \]" src="form_96.png"> 
     229<p> 
     230<p> 
     231Function from_setting loads mu and R in the same way as it does for enorm&lt;&gt;! <hr><h2>Member Function Documentation</h2> 
     232<a class="anchor" name="61bd470764020bea6e1ed35000f259e6"></a><!-- doxytag: member="bdm::elognorm::from_setting" ref="61bd470764020bea6e1ed35000f259e6" args="(const Setting &amp;root)" --> 
    215233<div class="memitem"> 
    216234<div class="memproto"> 
    217235      <table class="memname"> 
    218236        <tr> 
    219           <td class="memname">void <a class="el" href="classbdm_1_1enorm.html">bdm::enorm</a>&lt; <a class="el" href="classbdm_1_1ldmat.html">ldmat</a>  &gt;::from_setting </td> 
     237          <td class="memname">void <a class="el" href="classbdm_1_1enorm.html">bdm::enorm</a>&lt; <a class="el" href="classbdm_1_1ldmat.html">ldmat</a>  &gt;::from_setting           </td> 
    220238          <td>(</td> 
    221239          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    222           <td class="paramname"> <em>root</em></td> 
     240          <td class="paramname"> <em>root</em>          </td> 
    223241          <td>&nbsp;)&nbsp;</td> 
    224242          <td><code> [virtual, inherited]</code></td> 
    … …  
    227245</div> 
    228246<div class="memdoc"> 
    229 <p>Create Normal density </p> 
    230 <p class="formulaDsp"> 
    231 <img class="formulaDsp" alt="\[ f(rv) = N(\mu, R) \]" src="form_164.png"/> 
    232 </p> 
    233 <p> from structure </p> 
    234 <div class="fragment"><pre class="fragment">                <span class="keyword">class </span>= &apos;enorm&lt;ldmat&gt;&apos;, (OR) &apos;enorm&lt;chmat&gt;&apos;, (OR) &apos;enorm&lt;fsqmat&gt;&apos;; 
     247 
     248<p> 
     249Create Normal density <p class="formulaDsp"> 
     250<img class="formulaDsp" alt="\[ f(rv) = N(\mu, R) \]" src="form_164.png"> 
     251<p> 
     252 from structure <div class="fragment"><pre class="fragment">                <span class="keyword">class </span>= 'enorm&lt;ldmat&gt;', (OR) 'enorm&lt;chmat&gt;', (OR) 'enorm&lt;fsqmat&gt;'; 
    235253                mu    = [];                  <span class="comment">// mean value</span> 
    236254                R     = [];                  <span class="comment">// variance, square matrix of appropriate dimension</span> 
    237255</pre></div>  
    238 <p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#afa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
    239  
    240 </div> 
    241 </div> 
    242 <hr/>The documentation for this class was generated from the following file:<ul> 
    243 <li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li> 
    244 </ul> 
    245 </div> 
    246 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:06 2009 for mixpp by&nbsp; 
     256<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p> 
     257 
     258</div> 
     259</div><p> 
     260<hr>The documentation for this class was generated from the following file:<ul> 
     261<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></ul> 
     262</div> 
     263<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:49 2009 for mixpp by&nbsp; 
    247264<a href="http://www.doxygen.org/index.html"> 
    248 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     265<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    249266</body> 
    250267</html>