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    53<title>mixpp: bdm::mgamma Class Reference</title> 
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    73 <h1>bdm::mgamma Class Reference</h1><!-- doxytag: class="bdm::mgamma" --><!-- doxytag: inherits="mpdf_internal&lt; egamma &gt;" --> 
    74 <p>Gamma random walk.   
    75 <a href="#_details">More...</a></p> 
    76 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    77 <p>Gamma random walk. </p> 
    78 <p>Mean value, <img class="formulaInl" alt="$\mu$" src="form_83.png"/>, of this density is given by <code>rvc</code> . Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_84.png"/>-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_85.png"/> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_86.png"/>.</p> 
    79 <p>The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_87.png"/>. </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_1mgamma-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="a1a9dc8661e5b214a8185d6e6b9956eb1"></a><!-- doxytag: member="bdm::mgamma::mgamma" ref="a1a9dc8661e5b214a8185d6e6b9956eb1" args="()" --> 
    87 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#a1a9dc8661e5b214a8185d6e6b9956eb1">mgamma</a> ()</td></tr> 
    88 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor. <br/></td></tr> 
    89 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa0f21c2557b233a85838b497d040ab14"></a><!-- doxytag: member="bdm::mgamma::set_parameters" ref="aa0f21c2557b233a85838b497d040ab14" args="(double k, const vec &amp;beta0)" --> 
    90 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#aa0f21c2557b233a85838b497d040ab14">set_parameters</a> (double <a class="el" href="classbdm_1_1mgamma.html#ab20cf88cca1fe9b0b8f2a412608bfd09">k</a>, const vec &amp;beta0)</td></tr> 
    91 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set value of <code>k</code>. <br/></td></tr> 
    92 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8996500f1885e39cde30221b20900bff"></a><!-- doxytag: member="bdm::mgamma::condition" ref="a8996500f1885e39cde30221b20900bff" args="(const vec &amp;val)" --> 
    93 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#a8996500f1885e39cde30221b20900bff">condition</a> (const vec &amp;val)</td></tr> 
    94 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Update <code>iepdf</code> so that it represents this <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> conditioned on <code>rvc</code> = cond This function provides convenient reimplementation in offsprings. <br/></td></tr> 
    95 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#ada2af0f327e5452bee71d1bf97452ae4">from_setting</a> (const Setting &amp;set)</td></tr> 
    96 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6b4d1cb8d7e230e313b4f0c905874d5a"></a><!-- doxytag: member="bdm::mgamma::e" ref="a6b4d1cb8d7e230e313b4f0c905874d5a" args="()" --> 
    97 <a class="el" href="classbdm_1_1egamma.html">egamma</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#a6b4d1cb8d7e230e313b4f0c905874d5a">e</a> ()</td></tr> 
    98 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function to iepdf <br/></td></tr> 
    99 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad8e547695d1cc19219b91164d825c930"></a><!-- doxytag: member="bdm::mgamma::samplecond" ref="ad8e547695d1cc19219b91164d825c930" args="(const vec &amp;cond)" --> 
    100 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#ad8e547695d1cc19219b91164d825c930">samplecond</a> (const vec &amp;cond)</td></tr> 
    101 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reimplements samplecond using <code>condition()</code>. <br/></td></tr> 
    102 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a89076e62b8d7df7616bad68c94591948"></a><!-- doxytag: member="bdm::mgamma::evallogcond" ref="a89076e62b8d7df7616bad68c94591948" args="(const vec &amp;val, const vec &amp;cond)" --> 
    103 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#a89076e62b8d7df7616bad68c94591948">evallogcond</a> (const vec &amp;val, const vec &amp;cond)</td></tr> 
    104 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reimplements evallogcond using <code>condition()</code>. <br/></td></tr> 
    105 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae28c214e3063733a6e4d17738941c61c"></a><!-- doxytag: member="bdm::mgamma::evallogcond_m" ref="ae28c214e3063733a6e4d17738941c61c" args="(const mat &amp;Dt, const vec &amp;cond)" --> 
    106 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#ae28c214e3063733a6e4d17738941c61c">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr> 
    107 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of evallogcond for matrices. <br/></td></tr> 
    108 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae82db07ce8af02f29cfd81e014edb3db"></a><!-- doxytag: member="bdm::mgamma::evallogcond_m" ref="ae82db07ce8af02f29cfd81e014edb3db" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" --> 
    109 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#ae82db07ce8af02f29cfd81e014edb3db">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr> 
    110 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of evallogcond for Array&lt;vec&gt;. <br/></td></tr> 
    111 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9554c554054da2d22cb8e908ae9c8823"></a><!-- doxytag: member="bdm::mgamma::samplecond_m" ref="a9554c554054da2d22cb8e908ae9c8823" args="(const vec &amp;cond, int N)" --> 
    112 virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#a9554c554054da2d22cb8e908ae9c8823">samplecond_m</a> (const vec &amp;cond, int N)</td></tr> 
    113 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of samplecond. <br/></td></tr> 
    114 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mgamma::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    115 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    116 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    117 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mgamma::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    118 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> 
    119 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
    120 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mgamma::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    121 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    122 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
     70<h1>bdm::mgamma Class Reference</h1><!-- doxytag: class="bdm::mgamma" --><!-- doxytag: inherits="mpdf_internal&lt; egamma &gt;" -->Gamma random walk.   
     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_1mgamma-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="1a9dc8661e5b214a8185d6e6b9956eb1"></a><!-- doxytag: member="bdm::mgamma::mgamma" ref="1a9dc8661e5b214a8185d6e6b9956eb1" args="()" --> 
     81&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#1a9dc8661e5b214a8185d6e6b9956eb1">mgamma</a> ()</td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor. <br></td></tr> 
     84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a0f21c2557b233a85838b497d040ab14"></a><!-- doxytag: member="bdm::mgamma::set_parameters" ref="a0f21c2557b233a85838b497d040ab14" args="(double k, const vec &amp;beta0)" --> 
     85void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#a0f21c2557b233a85838b497d040ab14">set_parameters</a> (double <a class="el" href="classbdm_1_1mgamma.html#b20cf88cca1fe9b0b8f2a412608bfd09">k</a>, const vec &amp;beta0)</td></tr> 
     86 
     87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set value of <code>k</code>. <br></td></tr> 
     88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8996500f1885e39cde30221b20900bff"></a><!-- doxytag: member="bdm::mgamma::condition" ref="8996500f1885e39cde30221b20900bff" args="(const vec &amp;val)" --> 
     89void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#8996500f1885e39cde30221b20900bff">condition</a> (const vec &amp;val)</td></tr> 
     90 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Update <code>iepdf</code> so that it represents this <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> conditioned on <code>rvc</code> = cond This function provides convenient reimplementation in offsprings. <br></td></tr> 
     92<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#da2af0f327e5452bee71d1bf97452ae4">from_setting</a> (const Setting &amp;set)</td></tr> 
     93 
     94<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6b4d1cb8d7e230e313b4f0c905874d5a"></a><!-- doxytag: member="bdm::mgamma::e" ref="6b4d1cb8d7e230e313b4f0c905874d5a" args="()" --> 
     95<a class="el" href="classbdm_1_1egamma.html">egamma</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#6b4d1cb8d7e230e313b4f0c905874d5a">e</a> ()</td></tr> 
     96 
     97<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function to iepdf <br></td></tr> 
     98<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d8e547695d1cc19219b91164d825c930"></a><!-- doxytag: member="bdm::mgamma::samplecond" ref="d8e547695d1cc19219b91164d825c930" args="(const vec &amp;cond)" --> 
     99vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#d8e547695d1cc19219b91164d825c930">samplecond</a> (const vec &amp;cond)</td></tr> 
     100 
     101<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reimplements samplecond using <code>condition()</code>. <br></td></tr> 
     102<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="89076e62b8d7df7616bad68c94591948"></a><!-- doxytag: member="bdm::mgamma::evallogcond" ref="89076e62b8d7df7616bad68c94591948" args="(const vec &amp;val, const vec &amp;cond)" --> 
     103double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#89076e62b8d7df7616bad68c94591948">evallogcond</a> (const vec &amp;val, const vec &amp;cond)</td></tr> 
     104 
     105<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reimplements evallogcond using <code>condition()</code>. <br></td></tr> 
     106<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e28c214e3063733a6e4d17738941c61c"></a><!-- doxytag: member="bdm::mgamma::evallogcond_m" ref="e28c214e3063733a6e4d17738941c61c" args="(const mat &amp;Dt, const vec &amp;cond)" --> 
     107virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr> 
     108 
     109<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of evallogcond for matrices. <br></td></tr> 
     110<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e82db07ce8af02f29cfd81e014edb3db"></a><!-- doxytag: member="bdm::mgamma::evallogcond_m" ref="e82db07ce8af02f29cfd81e014edb3db" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" --> 
     111virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#e82db07ce8af02f29cfd81e014edb3db">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr> 
     112 
     113<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of evallogcond for Array&lt;vec&gt;. <br></td></tr> 
     114<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9554c554054da2d22cb8e908ae9c8823"></a><!-- doxytag: member="bdm::mgamma::samplecond_m" ref="9554c554054da2d22cb8e908ae9c8823" args="(const vec &amp;cond, int N)" --> 
     115virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">samplecond_m</a> (const vec &amp;cond, int N)</td></tr> 
     116 
     117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of samplecond. <br></td></tr> 
     118<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mgamma::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::mgamma::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> 
     126<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mgamma::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     127virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
     128 
     129<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
    123130<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    124 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    125 <br/><br/></div></td></tr> 
    126 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaa0095f80870f15209bca68a8a7bad8a"></a><!-- doxytag: member="bdm::mgamma::_rv" ref="aaa0095f80870f15209bca68a8a7bad8a" args="() const " --> 
     131<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aa0095f80870f15209bca68a8a7bad8a"></a><!-- doxytag: member="bdm::mgamma::_rv" ref="aa0095f80870f15209bca68a8a7bad8a" args="() const " --> 
    127132const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> () const </td></tr> 
    128 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a739d5202899bb56792a547c74e517a11"></a><!-- doxytag: member="bdm::mgamma::_rvc" ref="a739d5202899bb56792a547c74e517a11" args="() const " --> 
     133 
     134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="739d5202899bb56792a547c74e517a11"></a><!-- doxytag: member="bdm::mgamma::_rvc" ref="739d5202899bb56792a547c74e517a11" args="() const " --> 
    129135const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> () const </td></tr> 
    130 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aeea4a999ed9679181335927e9cb66d28"></a><!-- doxytag: member="bdm::mgamma::dimension" ref="aeea4a999ed9679181335927e9cb66d28" args="() const " --> 
     136 
     137<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eea4a999ed9679181335927e9cb66d28"></a><!-- doxytag: member="bdm::mgamma::dimension" ref="eea4a999ed9679181335927e9cb66d28" args="() const " --> 
    131138int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> () const </td></tr> 
    132 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mgamma::dimensionc" ref="a35e135910aed187b7290742f50e61bc8" args="()" --> 
     139 
     140<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mgamma::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" --> 
    133141int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr> 
     142 
    134143<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr> 
    135 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp91e4120baa9617769b7119bfb087c022"></a> </p> 
    136 <br/><br/></div></td></tr> 
    137 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mgamma::set_rvc" ref="a7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" --> 
     144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mgamma::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" --> 
    138145void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rvc</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvc0)</td></tr> 
    139 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mgamma::set_rv" ref="a18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" --> 
     146 
     147<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mgamma::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" --> 
    140148void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr> 
    141 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mgamma::isnamed" ref="af8e3798150b42fd1f3e16ddbbe0e7045" args="()" --> 
     149 
     150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mgamma::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" --> 
    142151bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr> 
    143 <tr><td colspan="2"><h2>Protected Member Functions</h2></td></tr> 
    144 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a147afacb393324bb3f9a7a89e33f835e"></a><!-- doxytag: member="bdm::mgamma::set_ep" ref="a147afacb393324bb3f9a7a89e33f835e" args="(epdf &amp;iepdf)" --> 
    145 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a147afacb393324bb3f9a7a89e33f835e">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;<a class="el" href="classbdm_1_1mpdf__internal.html#a47bab632af15120c88aad647ae129468">iepdf</a>)</td></tr> 
    146 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br/></td></tr> 
    147 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7555b377f8b5895c9b759c9628ee3e20"></a><!-- doxytag: member="bdm::mgamma::set_ep" ref="a7555b377f8b5895c9b759c9628ee3e20" args="(epdf *iepdfp)" --> 
    148 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a7555b377f8b5895c9b759c9628ee3e20">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *iepdfp)</td></tr> 
    149 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br/></td></tr> 
    150 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    151 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab20cf88cca1fe9b0b8f2a412608bfd09"></a><!-- doxytag: member="bdm::mgamma::k" ref="ab20cf88cca1fe9b0b8f2a412608bfd09" args="" --> 
    152 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#ab20cf88cca1fe9b0b8f2a412608bfd09">k</a></td></tr> 
    153 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_84.png"/>. <br/></td></tr> 
    154 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a3d95f4dde9214ff6dba265e18af60312"></a><!-- doxytag: member="bdm::mgamma::_beta" ref="a3d95f4dde9214ff6dba265e18af60312" args="" --> 
    155 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#a3d95f4dde9214ff6dba265e18af60312">_beta</a></td></tr> 
    156 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cache of iepdf.beta <br/></td></tr> 
    157 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a47bab632af15120c88aad647ae129468"></a><!-- doxytag: member="bdm::mgamma::iepdf" ref="a47bab632af15120c88aad647ae129468" args="" --> 
    158 <a class="el" href="classbdm_1_1egamma.html">egamma</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#a47bab632af15120c88aad647ae129468">iepdf</a></td></tr> 
    159 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal epdf used for sampling. <br/></td></tr> 
    160 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mgamma::dimc" ref="a7c1900976ff13dbc09c9729b3bbff9e6" args="" --> 
    161 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr> 
    162 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br/></td></tr> 
    163 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mgamma::rvc" ref="a5a5f08950daa08b85b01ddf4e1c36288" args="" --> 
    164 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288">rvc</a></td></tr> 
    165 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br/></td></tr> 
     152 
     153<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr> 
     154<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="147afacb393324bb3f9a7a89e33f835e"></a><!-- doxytag: member="bdm::mgamma::set_ep" ref="147afacb393324bb3f9a7a89e33f835e" args="(epdf &amp;iepdf)" --> 
     155void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;<a class="el" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468">iepdf</a>)</td></tr> 
     156 
     157<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br></td></tr> 
     158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7555b377f8b5895c9b759c9628ee3e20"></a><!-- doxytag: member="bdm::mgamma::set_ep" ref="7555b377f8b5895c9b759c9628ee3e20" args="(epdf *iepdfp)" --> 
     159void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7555b377f8b5895c9b759c9628ee3e20">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *iepdfp)</td></tr> 
     160 
     161<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br></td></tr> 
     162<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     163<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b20cf88cca1fe9b0b8f2a412608bfd09"></a><!-- doxytag: member="bdm::mgamma::k" ref="b20cf88cca1fe9b0b8f2a412608bfd09" args="" --> 
     164double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#b20cf88cca1fe9b0b8f2a412608bfd09">k</a></td></tr> 
     165 
     166<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant <img class="formulaInl" alt="$k$" src="form_84.png">. <br></td></tr> 
     167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3d95f4dde9214ff6dba265e18af60312"></a><!-- doxytag: member="bdm::mgamma::_beta" ref="3d95f4dde9214ff6dba265e18af60312" args="" --> 
     168vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html#3d95f4dde9214ff6dba265e18af60312">_beta</a></td></tr> 
     169 
     170<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cache of iepdf.beta <br></td></tr> 
     171<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="47bab632af15120c88aad647ae129468"></a><!-- doxytag: member="bdm::mgamma::iepdf" ref="47bab632af15120c88aad647ae129468" args="" --> 
     172<a class="el" href="classbdm_1_1egamma.html">egamma</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468">iepdf</a></td></tr> 
     173 
     174<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal epdf used for sampling. <br></td></tr> 
     175<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mgamma::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" --> 
     176int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr> 
     177 
     178<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr> 
     179<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mgamma::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" --> 
     180<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288">rvc</a></td></tr> 
     181 
     182<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr> 
    166183</table> 
    167 <hr/><h2>Member Function Documentation</h2> 
    168 <a class="anchor" id="ada2af0f327e5452bee71d1bf97452ae4"></a><!-- doxytag: member="bdm::mgamma::from_setting" ref="ada2af0f327e5452bee71d1bf97452ae4" args="(const Setting &amp;set)" --> 
     184<hr><a name="_details"></a><h2>Detailed Description</h2> 
     185Gamma random walk.  
     186<p> 
     187Mean value, <img class="formulaInl" alt="$\mu$" src="form_83.png">, of this density is given by <code>rvc</code> . Standard deviation of the random walk is proportional to one <img class="formulaInl" alt="$k$" src="form_84.png">-th the mean. This is achieved by setting <img class="formulaInl" alt="$\alpha=k$" src="form_85.png"> and <img class="formulaInl" alt="$\beta=k/\mu$" src="form_86.png">.<p> 
     188The standard deviation of the walk is then: <img class="formulaInl" alt="$\mu/\sqrt(k)$" src="form_87.png">. <hr><h2>Member Function Documentation</h2> 
     189<a class="anchor" name="da2af0f327e5452bee71d1bf97452ae4"></a><!-- doxytag: member="bdm::mgamma::from_setting" ref="da2af0f327e5452bee71d1bf97452ae4" args="(const Setting &amp;set)" --> 
    169190<div class="memitem"> 
    170191<div class="memproto"> 
    171192      <table class="memname"> 
    172193        <tr> 
    173           <td class="memname">void bdm::mgamma::from_setting </td> 
     194          <td class="memname">void bdm::mgamma::from_setting           </td> 
    174195          <td>(</td> 
    175196          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    176           <td class="paramname"> <em>set</em></td> 
     197          <td class="paramname"> <em>set</em>          </td> 
    177198          <td>&nbsp;)&nbsp;</td> 
    178199          <td><code> [inline, virtual]</code></td> 
    … …  
    181202</div> 
    182203<div class="memdoc"> 
    183 <p>Create Gamma density with conditional mean value </p> 
    184 <p class="formulaDsp"> 
    185 <img class="formulaDsp" alt="\[ f(rv|rvc) = \Gamma(k, k/rvc) \]" src="form_170.png"/> 
    186 </p> 
    187 <p> from structure </p> 
    188 <div class="fragment"><pre class="fragment">                  <span class="keyword">class </span>= &apos;<a class="code" href="classbdm_1_1mgamma.html#a1a9dc8661e5b214a8185d6e6b9956eb1" title="Constructor.">mgamma</a>&apos;; 
     204 
     205<p> 
     206Create Gamma density with conditional mean value <p class="formulaDsp"> 
     207<img class="formulaDsp" alt="\[ f(rv|rvc) = \Gamma(k, k/rvc) \]" src="form_170.png"> 
     208<p> 
     209 from structure <div class="fragment"><pre class="fragment">                  <span class="keyword">class </span>= '<a class="code" href="classbdm_1_1mgamma.html#1a9dc8661e5b214a8185d6e6b9956eb1" title="Constructor.">mgamma</a>'; 
    189210                  beta = [...];          <span class="comment">// vector of initial alpha</span> 
    190                   <a class="code" href="classbdm_1_1mgamma.html#ab20cf88cca1fe9b0b8f2a412608bfd09" title="Constant .">k</a> = 1.1;               <span class="comment">// multiplicative constant k</span> 
    191                   rv = RV({<span class="stringliteral">&apos;name&apos;</span>})      <span class="comment">// description of RV</span> 
    192                   <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> = RV({<span class="stringliteral">&apos;name&apos;</span>})     <span class="comment">// description of RV in condition</span> 
     211                  <a class="code" href="classbdm_1_1mgamma.html#b20cf88cca1fe9b0b8f2a412608bfd09" title="Constant .">k</a> = 1.1;               <span class="comment">// multiplicative constant k</span> 
     212                  rv = RV({<span class="stringliteral">'name'</span>})      <span class="comment">// description of RV</span> 
     213                  <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> = RV({<span class="stringliteral">'name'</span>})     <span class="comment">// description of RV in condition</span> 
    193214</pre></div>  
    194 <p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#a30a0bceb948e287d497c578e371b1667">bdm::mpdf</a>.</p> 
    195  
    196 <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#l00830">k</a>, and <a class="el" href="exp__family_8cpp_source.html#l00259">set_parameters()</a>.</p> 
    197  
    198 </div> 
    199 </div> 
    200 <hr/>The documentation for this class was generated from the following files:<ul> 
    201 <li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li> 
    202 <li>exp_family.cpp</li> 
    203 </ul> 
    204 </div> 
    205 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:06 2009 for mixpp by&nbsp; 
     215<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">bdm::mpdf</a>.</p> 
     216 
     217<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#l00831">k</a>, and <a class="el" href="exp__family_8cpp_source.html#l00259">set_parameters()</a>.</p> 
     218 
     219</div> 
     220</div><p> 
     221<hr>The documentation for this class was generated from the following files:<ul> 
     222<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a><li>exp_family.cpp</ul> 
     223</div> 
     224<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:48 2009 for mixpp by&nbsp; 
    206225<a href="http://www.doxygen.org/index.html"> 
    207 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     226<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    208227</body> 
    209228</html>