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    53<title>mixpp: bdm::multiBM Class Reference</title> 
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    73 <h1>bdm::multiBM Class Reference</h1><!-- doxytag: class="bdm::multiBM" --><!-- doxytag: inherits="bdm::BMEF" --> 
    74 <p>Estimator for Multinomial density.   
    75 <a href="#_details">More...</a></p> 
    76 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    77 <p>Estimator for Multinomial density. </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_1multiBM-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="ac4dd6d9522a8a605776d21bac9bd9daf"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="ac4dd6d9522a8a605776d21bac9bd9daf" args="()" --> 
    85 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#ac4dd6d9522a8a605776d21bac9bd9daf">multiBM</a> ()</td></tr> 
    86 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br/></td></tr> 
    87 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4378cf8037f6bed29c74eea63344b31"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="ac4378cf8037f6bed29c74eea63344b31" args="(const multiBM &amp;B)" --> 
    88 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#ac4378cf8037f6bed29c74eea63344b31">multiBM</a> (const <a class="el" href="classbdm_1_1multiBM.html">multiBM</a> &amp;B)</td></tr> 
    89 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Copy constructor. <br/></td></tr> 
    90 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adbe6b90d410dc062a233d1dc09eeba52"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="adbe6b90d410dc062a233d1dc09eeba52" args="(const BM *mB0)" --> 
    91 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#adbe6b90d410dc062a233d1dc09eeba52">set_statistics</a> (const <a class="el" href="classbdm_1_1BM.html">BM</a> *mB0)</td></tr> 
    92 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Sets sufficient statistics to match that of givefrom mB0. <br/></td></tr> 
    93 <tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a1e4bf41b61937fd80f34049742e23f95">bayes</a> (const vec &amp;dt)</td></tr> 
    94 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#a1e4bf41b61937fd80f34049742e23f95"></a><br/></td></tr> 
    95 <tr><td class="memItemLeft" align="right" valign="top">double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#ae157b607c1e3fa91d42aeea44458e2bf">logpred</a> (const vec &amp;dt) const </td></tr> 
    96 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaaeb18c989088feb8d26d300e4971732"></a><!-- doxytag: member="bdm::multiBM::flatten" ref="aaaeb18c989088feb8d26d300e4971732" args="(const BMEF *B)" --> 
    97 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>flatten</b> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *B)</td></tr> 
    98 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a31ff93f89473f099e489b9e1dc8d9513"></a><!-- doxytag: member="bdm::multiBM::posterior" ref="a31ff93f89473f099e489b9e1dc8d9513" args="() const " --> 
    99 const <a class="el" href="classbdm_1_1eDirich.html">eDirich</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a31ff93f89473f099e489b9e1dc8d9513">posterior</a> () const </td></tr> 
    100 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">reimplemnetation of BM::posterior() <br/></td></tr> 
    101 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7a480eace4446661bacca94c57499f01"></a><!-- doxytag: member="bdm::multiBM::set_parameters" ref="a7a480eace4446661bacca94c57499f01" args="(const vec &amp;beta0)" --> 
    102 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a7a480eace4446661bacca94c57499f01">set_parameters</a> (const vec &amp;beta0)</td></tr> 
    103 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">constructor function <br/></td></tr> 
    104 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad2b528b7a41ca67163152142f5404051"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="ad2b528b7a41ca67163152142f5404051" args="(const BMEF *BM0)" --> 
    105 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#ad2b528b7a41ca67163152142f5404051">set_statistics</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *BM0)</td></tr> 
    106 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">get statistics from another model <br/></td></tr> 
    107 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="abf58deb99af2a6cc674f13ff90300de6"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="abf58deb99af2a6cc674f13ff90300de6" args="(const vec &amp;data, const double w)" --> 
    108 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#abf58deb99af2a6cc674f13ff90300de6">bayes</a> (const vec &amp;data, const double w)</td></tr> 
    109 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted update of sufficient statistics (Bayes rule). <br/></td></tr> 
    110 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab2916a2e71a958665054473124d5e749"></a><!-- doxytag: member="bdm::multiBM::flatten" ref="ab2916a2e71a958665054473124d5e749" args="(const BMEF *B)" --> 
    111 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#ab2916a2e71a958665054473124d5e749">flatten</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *B)</td></tr> 
    112 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flatten the posterior according to the given <a class="el" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> (of the same type!). <br/></td></tr> 
    113 <tr><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a62d2e4691bed41a1efa6b9c2e35e5c67">_copy_</a> () const </td></tr> 
    114 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a23c6a8f71f922023ab08dcb0487a86de"></a><!-- doxytag: member="bdm::multiBM::from_setting" ref="a23c6a8f71f922023ab08dcb0487a86de" args="(const Setting &amp;set)" --> 
    115 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a23c6a8f71f922023ab08dcb0487a86de">from_setting</a> (const Setting &amp;set)</td></tr> 
    116 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method arrange instance properties according the data stored in the Setting structure. <br/></td></tr> 
    117 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::multiBM::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    118 virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    119 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    120 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::multiBM::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    121 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> 
    122 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
    123 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::multiBM::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    124 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    125 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
     70<h1>bdm::multiBM Class Reference</h1><!-- doxytag: class="bdm::multiBM" --><!-- doxytag: inherits="bdm::BMEF" -->Estimator for Multinomial density.   
     71<a href="#_details">More...</a> 
     72<p> 
     73<code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code> 
     74<p> 
     75 
     76<p> 
     77<a href="classbdm_1_1multiBM-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="c4dd6d9522a8a605776d21bac9bd9daf"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="c4dd6d9522a8a605776d21bac9bd9daf" args="()" --> 
     81&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#c4dd6d9522a8a605776d21bac9bd9daf">multiBM</a> ()</td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr> 
     84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4378cf8037f6bed29c74eea63344b31"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="c4378cf8037f6bed29c74eea63344b31" args="(const multiBM &amp;B)" --> 
     85&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#c4378cf8037f6bed29c74eea63344b31">multiBM</a> (const <a class="el" href="classbdm_1_1multiBM.html">multiBM</a> &amp;B)</td></tr> 
     86 
     87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Copy constructor. <br></td></tr> 
     88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dbe6b90d410dc062a233d1dc09eeba52"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="dbe6b90d410dc062a233d1dc09eeba52" args="(const BM *mB0)" --> 
     89void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#dbe6b90d410dc062a233d1dc09eeba52">set_statistics</a> (const <a class="el" href="classbdm_1_1BM.html">BM</a> *mB0)</td></tr> 
     90 
     91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Sets sufficient statistics to match that of givefrom mB0. <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_1multiBM.html#1e4bf41b61937fd80f34049742e23f95">bayes</a> (const vec &amp;dt)</td></tr> 
     93 
     94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#1e4bf41b61937fd80f34049742e23f95"></a><br></td></tr> 
     95<tr><td class="memItemLeft" nowrap align="right" valign="top">double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#e157b607c1e3fa91d42aeea44458e2bf">logpred</a> (const vec &amp;dt) const </td></tr> 
     96 
     97<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aaeb18c989088feb8d26d300e4971732"></a><!-- doxytag: member="bdm::multiBM::flatten" ref="aaeb18c989088feb8d26d300e4971732" args="(const BMEF *B)" --> 
     98void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#aaeb18c989088feb8d26d300e4971732">flatten</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *B)</td></tr> 
     99 
     100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flatten the posterior according to the given <a class="el" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> (of the same type!). <br></td></tr> 
     101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="31ff93f89473f099e489b9e1dc8d9513"></a><!-- doxytag: member="bdm::multiBM::posterior" ref="31ff93f89473f099e489b9e1dc8d9513" args="() const " --> 
     102const <a class="el" href="classbdm_1_1eDirich.html">eDirich</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#31ff93f89473f099e489b9e1dc8d9513">posterior</a> () const </td></tr> 
     103 
     104<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">reimplemnetation of BM::posterior() <br></td></tr> 
     105<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7a480eace4446661bacca94c57499f01"></a><!-- doxytag: member="bdm::multiBM::set_parameters" ref="7a480eace4446661bacca94c57499f01" args="(const vec &amp;beta0)" --> 
     106void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#7a480eace4446661bacca94c57499f01">set_parameters</a> (const vec &amp;beta0)</td></tr> 
     107 
     108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">constructor function <br></td></tr> 
     109<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2b528b7a41ca67163152142f5404051"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="d2b528b7a41ca67163152142f5404051" args="(const BMEF *BM0)" --> 
     110virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#d2b528b7a41ca67163152142f5404051">set_statistics</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *BM0)</td></tr> 
     111 
     112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">get statistics from another model <br></td></tr> 
     113<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bf58deb99af2a6cc674f13ff90300de6"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="bf58deb99af2a6cc674f13ff90300de6" args="(const vec &amp;data, const double w)" --> 
     114virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#bf58deb99af2a6cc674f13ff90300de6">bayes</a> (const vec &amp;data, const double w)</td></tr> 
     115 
     116<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted update of sufficient statistics (Bayes rule). <br></td></tr> 
     117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#62d2e4691bed41a1efa6b9c2e35e5c67">_copy_</a> () const </td></tr> 
     118 
     119<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="23c6a8f71f922023ab08dcb0487a86de"></a><!-- doxytag: member="bdm::multiBM::from_setting" ref="23c6a8f71f922023ab08dcb0487a86de" args="(const Setting &amp;set)" --> 
     120void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#23c6a8f71f922023ab08dcb0487a86de">from_setting</a> (const Setting &amp;set)</td></tr> 
     121 
     122<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method arrange instance properties according the data stored in the Setting structure. <br></td></tr> 
     123<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::multiBM::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
     124virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
     125 
     126<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> 
     127<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::multiBM::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     128virtual 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> 
     129 
     130<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> 
     131<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::multiBM::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     132virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
     133 
     134<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
    126135<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> 
    127 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpfb3595af27ed8bd142c95323c0dab340"></a> </p> 
    128 <br/><br/></div></td></tr> 
    129 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::multiBM::bayesB" ref="a1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" --> 
    130 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a1dee3fddaf021e62d925289660a707dc">bayesB</a> (const mat &amp;Dt)</td></tr> 
    131 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br/></td></tr> 
    132 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::multiBM::logpred_m" ref="a0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " --> 
    133 vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a0e8ebe61fb14990abe1254bd3dda5fae">logpred_m</a> (const mat &amp;dt) const </td></tr> 
    134 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br/></td></tr> 
    135 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::multiBM::epredictor" ref="a688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> 
    136 virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr> 
    137 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_20.png"/>. <br/></td></tr> 
    138 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::multiBM::predictor" ref="a598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> 
    139 virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr> 
    140 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs conditional density of 1-step ahead predictor <img class="formulaInl" alt="$ f(d_{t+1} |d_{t+h-1}, \ldots d_{t}) $" src="form_21.png"/>. <br/></td></tr> 
     136<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::multiBM::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" --> 
     137virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#1dee3fddaf021e62d925289660a707dc">bayesB</a> (const mat &amp;Dt)</td></tr> 
     138 
     139<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr> 
     140<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::multiBM::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " --> 
     141vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae">logpred_m</a> (const mat &amp;dt) const </td></tr> 
     142 
     143<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br></td></tr> 
     144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::multiBM::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> 
     145virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr> 
     146 
     147<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_20.png">. <br></td></tr> 
     148<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::multiBM::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> 
     149virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr> 
     150 
     151<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs conditional density of 1-step ahead predictor <img class="formulaInl" alt="$ f(d_{t+1} |d_{t+h-1}, \ldots d_{t}) $" src="form_21.png">. <br></td></tr> 
    141152<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    142 <tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    143 <br/><br/></div></td></tr> 
    144 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::multiBM::_drv" ref="aff2d8755ba0b3def927d31305c03b09c" args="() const " --> 
     153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::multiBM::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " --> 
    145154const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr> 
    146 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::multiBM::set_drv" ref="af135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" --> 
     155 
     156<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::multiBM::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" --> 
    147157void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_drv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr> 
    148 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::multiBM::set_rv" ref="ab38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" --> 
     158 
     159<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::multiBM::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" --> 
    149160void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr> 
    150 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::multiBM::_ll" ref="a5be65d37dedfe33a3671e7065f523a70" args="() const " --> 
     161 
     162<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::multiBM::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " --> 
    151163double&nbsp;</td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr> 
    152 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::multiBM::set_evalll" ref="a236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> 
     164 
     165<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::multiBM::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> 
    153166void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr> 
    154 <tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    155 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9ecc6878abbd20eb8d8e43b6ab3f941a"></a><!-- doxytag: member="bdm::multiBM::est" ref="a9ecc6878abbd20eb8d8e43b6ab3f941a" args="" --> 
    156 <a class="el" href="classbdm_1_1eDirich.html">eDirich</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a9ecc6878abbd20eb8d8e43b6ab3f941a">est</a></td></tr> 
    157 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Conjugate prior and posterior. <br/></td></tr> 
    158 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a044263356944c92209eecd39a5187d25"></a><!-- doxytag: member="bdm::multiBM::beta" ref="a044263356944c92209eecd39a5187d25" args="" --> 
    159 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a044263356944c92209eecd39a5187d25">beta</a></td></tr> 
    160 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Pointer inside est to sufficient statistics. <br/></td></tr> 
    161 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1331865e10fb1ccef65bb4c47fa3be64"></a><!-- doxytag: member="bdm::multiBM::frg" ref="a1331865e10fb1ccef65bb4c47fa3be64" args="" --> 
    162 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a1331865e10fb1ccef65bb4c47fa3be64">frg</a></td></tr> 
    163 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">forgetting factor <br/></td></tr> 
    164 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a06e7b3ac03e10017d4288c76888e2865"></a><!-- doxytag: member="bdm::multiBM::last_lognc" ref="a06e7b3ac03e10017d4288c76888e2865" args="" --> 
    165 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a06e7b3ac03e10017d4288c76888e2865">last_lognc</a></td></tr> 
    166 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cached value of lognc() in the previous step (used in evaluation of <code>ll</code> ) <br/></td></tr> 
    167 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::multiBM::drv" ref="ac400357e37d27a4834b2b1d9211009ed" args="" --> 
    168 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ac400357e37d27a4834b2b1d9211009ed">drv</a></td></tr> 
    169 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br/></td></tr> 
    170 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::multiBM::ll" ref="a4064b6559d962633e4372b12f4cd204a" args="" --> 
    171 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> 
    172 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br/></td></tr> 
    173 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afaff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::multiBM::evalll" ref="afaff0ad12556fe7dc0e2807d4fd938ee" args="" --> 
    174 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#afaff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> 
    175 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">If true, the filter will compute likelihood of the data record and store it in <code>ll</code> . Set to false if you want to save computational time. <br/></td></tr> 
    176 <tr><td colspan="2"><h2>Extension to conditional BM</h2></td></tr> 
    177 <tr><td colspan="2"><p><a class="anchor" id="amgrp74e1db869c28ea37aac65bd658ff5da4"></a> This extension is useful e.g. in Marginalized Particle Filter (<a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>). Alternatively, it can be used for automated connection to <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> when the condition is observed </p> 
    178 <br/><br/></td></tr> 
    179 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::multiBM::_rvc" ref="ab5e8e016be16e4029c789063cb3f3b33" args="() const " --> 
    180 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_1BM.html#ab5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr> 
    181 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr> 
    182 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::multiBM::condition" ref="a6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" --> 
    183 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a6799f4b16a6a59ed58b1d0d6e17116f4">condition</a> (const vec &amp;val)</td></tr> 
    184 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br/></td></tr> 
    185 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ade95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::multiBM::rvc" ref="ade95c590d650b2db423d53992f0906cb" args="" --> 
    186 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ade95c590d650b2db423d53992f0906cb">rvc</a></td></tr> 
    187 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br/></td></tr> 
    188 <tr><td colspan="2"><h2>Logging of results</h2></td></tr> 
    189 <tr><td colspan="2"><p><a class="anchor" id="amgrp5b751fa78120752d90ae4487df3bfa73"></a> </p> 
    190 <br/><br/></td></tr> 
    191 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aadb539fa2585c8a2a91c54e5aebf330e"></a><!-- doxytag: member="bdm::multiBM::set_options" ref="aadb539fa2585c8a2a91c54e5aebf330e" args="(const string &amp;opt)" --> 
    192 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#aadb539fa2585c8a2a91c54e5aebf330e">set_options</a> (const string &amp;opt)</td></tr> 
    193 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string, recognized are: "logbounds,logll". <br/></td></tr> 
    194 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::multiBM::log_add" ref="a2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" --> 
    195 virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a2298ca6af9b13a78a4c9e18ab43f1827">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L, const string &amp;name=&quot;&quot;)</td></tr> 
    196 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Add all logged variables to a <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a>. <br/></td></tr> 
    197 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::multiBM::logit" ref="ab517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" --> 
     167 
     168<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     169<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9ecc6878abbd20eb8d8e43b6ab3f941a"></a><!-- doxytag: member="bdm::multiBM::est" ref="9ecc6878abbd20eb8d8e43b6ab3f941a" args="" --> 
     170<a class="el" href="classbdm_1_1eDirich.html">eDirich</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#9ecc6878abbd20eb8d8e43b6ab3f941a">est</a></td></tr> 
     171 
     172<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Conjugate prior and posterior. <br></td></tr> 
     173<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="044263356944c92209eecd39a5187d25"></a><!-- doxytag: member="bdm::multiBM::beta" ref="044263356944c92209eecd39a5187d25" args="" --> 
     174vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#044263356944c92209eecd39a5187d25">beta</a></td></tr> 
     175 
     176<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Pointer inside est to sufficient statistics. <br></td></tr> 
     177<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1331865e10fb1ccef65bb4c47fa3be64"></a><!-- doxytag: member="bdm::multiBM::frg" ref="1331865e10fb1ccef65bb4c47fa3be64" args="" --> 
     178double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#1331865e10fb1ccef65bb4c47fa3be64">frg</a></td></tr> 
     179 
     180<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">forgetting factor <br></td></tr> 
     181<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="06e7b3ac03e10017d4288c76888e2865"></a><!-- doxytag: member="bdm::multiBM::last_lognc" ref="06e7b3ac03e10017d4288c76888e2865" args="" --> 
     182double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#06e7b3ac03e10017d4288c76888e2865">last_lognc</a></td></tr> 
     183 
     184<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cached value of lognc() in the previous step (used in evaluation of <code>ll</code> ) <br></td></tr> 
     185<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::multiBM::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" --> 
     186<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">drv</a></td></tr> 
     187 
     188<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br></td></tr> 
     189<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::multiBM::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" --> 
     190double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> 
     191 
     192<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr> 
     193<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::multiBM::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" --> 
     194bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> 
     195 
     196<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">If true, the filter will compute likelihood of the data record and store it in <code>ll</code> . Set to false if you want to save computational time. <br></td></tr> 
     197<tr><td colspan="2"><br><h2>Extension to conditional BM</h2></td></tr> 
     198<tr><td colspan="2">This extension is useful e.g. in Marginalized Particle Filter (<a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>). Alternatively, it can be used for automated connection to <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> when the condition is observed <br><br></td></tr> 
     199<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::multiBM::_rvc" ref="b5e8e016be16e4029c789063cb3f3b33" args="() const " --> 
     200const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr> 
     201 
     202<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
     203<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::multiBM::condition" ref="6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" --> 
     204virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4">condition</a> (const vec &amp;val)</td></tr> 
     205 
     206<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br></td></tr> 
     207<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="de95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::multiBM::rvc" ref="de95c590d650b2db423d53992f0906cb" args="" --> 
     208<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">rvc</a></td></tr> 
     209 
     210<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br></td></tr> 
     211<tr><td colspan="2"><br><h2>Logging of results</h2></td></tr> 
     212<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="adb539fa2585c8a2a91c54e5aebf330e"></a><!-- doxytag: member="bdm::multiBM::set_options" ref="adb539fa2585c8a2a91c54e5aebf330e" args="(const string &amp;opt)" --> 
     213virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#adb539fa2585c8a2a91c54e5aebf330e">set_options</a> (const string &amp;opt)</td></tr> 
     214 
     215<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string, recognized are: "logbounds,logll". <br></td></tr> 
     216<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::multiBM::log_add" ref="2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" --> 
     217virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#2298ca6af9b13a78a4c9e18ab43f1827">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L, const string &amp;name=&quot;&quot;)</td></tr> 
     218 
     219<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Add all logged variables to a <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a>. <br></td></tr> 
     220<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::multiBM::logit" ref="b517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" --> 
    198221virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><b>logit</b> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr> 
    199 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::multiBM::LIDs" ref="a109c1a626a69031658e3a44e9e500cca" args="" --> 
    200 ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr> 
    201 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll]. <br/></td></tr> 
    202 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a398b7e7a162cf37d0022d6126495f207"></a><!-- doxytag: member="bdm::multiBM::LFlags" ref="a398b7e7a162cf37d0022d6126495f207" args="" --> 
    203 ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a398b7e7a162cf37d0022d6126495f207">LFlags</a></td></tr> 
    204 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flags for logging - same size as LIDs, each entry correspond to the same in LIDs. <br/></td></tr> 
     222 
     223<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::multiBM::LIDs" ref="109c1a626a69031658e3a44e9e500cca" args="" --> 
     224ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr> 
     225 
     226<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll]. <br></td></tr> 
     227<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="398b7e7a162cf37d0022d6126495f207"></a><!-- doxytag: member="bdm::multiBM::LFlags" ref="398b7e7a162cf37d0022d6126495f207" args="" --> 
     228ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207">LFlags</a></td></tr> 
     229 
     230<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flags for logging - same size as LIDs, each entry correspond to the same in LIDs. <br></td></tr> 
    205231</table> 
    206 <hr/><h2>Member Function Documentation</h2> 
    207 <a class="anchor" id="a62d2e4691bed41a1efa6b9c2e35e5c67"></a><!-- doxytag: member="bdm::multiBM::_copy_" ref="a62d2e4691bed41a1efa6b9c2e35e5c67" args="() const " --> 
     232<hr><a name="_details"></a><h2>Detailed Description</h2> 
     233Estimator for Multinomial density. <hr><h2>Member Function Documentation</h2> 
     234<a class="anchor" name="62d2e4691bed41a1efa6b9c2e35e5c67"></a><!-- doxytag: member="bdm::multiBM::_copy_" ref="62d2e4691bed41a1efa6b9c2e35e5c67" args="() const " --> 
    208235<div class="memitem"> 
    209236<div class="memproto"> 
    210237      <table class="memname"> 
    211238        <tr> 
    212           <td class="memname"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a>* bdm::BMEF::_copy_ </td> 
     239          <td class="memname"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a>* bdm::BMEF::_copy_           </td> 
    213240          <td>(</td> 
    214           <td class="paramname"></td> 
     241          <td class="paramname">          </td> 
    215242          <td>&nbsp;)&nbsp;</td> 
    216243          <td> const<code> [inline, virtual, inherited]</code></td> 
    … …  
    219246</div> 
    220247<div class="memdoc"> 
    221 <p>Copy function required in vectors, Arrays of <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> etc. Have to be DELETED manually! Prototype: </p> 
    222 <div class="fragment"><pre class="fragment"> BM* <a class="code" href="classbdm_1_1BMEF.html#a62d2e4691bed41a1efa6b9c2e35e5c67">_copy_</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <span class="keyword">new</span> BM(*<span class="keyword">this</span>);}  
     248 
     249<p> 
     250Copy function required in vectors, Arrays of <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> etc. Have to be DELETED manually! Prototype: <div class="fragment"><pre class="fragment"> BM* <a class="code" href="classbdm_1_1BMEF.html#62d2e4691bed41a1efa6b9c2e35e5c67">_copy_</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <span class="keyword">new</span> BM(*<span class="keyword">this</span>);}  
    223251</pre></div>  
    224 <p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#a40f01563651c1e4fe926189e41a6b8ab">bdm::BM</a>.</p> 
    225  
    226 <p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#aca0b54c0997cfd567f49377af5def106">bdm::ARX</a>, and <a class="el" href="classbdm_1_1ARXfrg.html#a420f3f195d231723f2f2329ec900de60">bdm::ARXfrg</a>.</p> 
     252<p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#40f01563651c1e4fe926189e41a6b8ab">bdm::BM</a>.</p> 
     253 
     254<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#ca0b54c0997cfd567f49377af5def106">bdm::ARX</a>, and <a class="el" href="classbdm_1_1ARXfrg.html#420f3f195d231723f2f2329ec900de60">bdm::ARXfrg</a>.</p> 
    227255 
    228256<p>References <a class="el" href="bdmerror_8h_source.html#l00051">bdm_error</a>.</p> 
    … …  
    231259 
    232260</div> 
    233 </div> 
    234 <a class="anchor" id="a1e4bf41b61937fd80f34049742e23f95"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="a1e4bf41b61937fd80f34049742e23f95" args="(const vec &amp;dt)" --> 
     261</div><p> 
     262<a class="anchor" name="1e4bf41b61937fd80f34049742e23f95"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="1e4bf41b61937fd80f34049742e23f95" args="(const vec &amp;dt)" --> 
    235263<div class="memitem"> 
    236264<div class="memproto"> 
    237265      <table class="memname"> 
    238266        <tr> 
    239           <td class="memname">void bdm::multiBM::bayes </td> 
     267          <td class="memname">void bdm::multiBM::bayes           </td> 
    240268          <td>(</td> 
    241269          <td class="paramtype">const vec &amp;&nbsp;</td> 
    242           <td class="paramname"> <em>dt</em></td> 
     270          <td class="paramname"> <em>dt</em>          </td> 
    243271          <td>&nbsp;)&nbsp;</td> 
    244272          <td><code> [inline, virtual]</code></td> 
    … …  
    248276<div class="memdoc"> 
    249277 
    250 <p>Incremental Bayes rule. </p> 
    251 <dl><dt><b>Parameters:</b></dt><dd> 
     278<p> 
     279Incremental Bayes rule.  
     280<p> 
     281<dl compact><dt><b>Parameters:</b></dt><dd> 
    252282  <table border="0" cellspacing="2" cellpadding="0"> 
    253283    <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr> 
    254284  </table> 
    255   </dd> 
    256285</dl> 
    257286 
    258 <p>Reimplemented from <a class="el" href="classbdm_1_1BMEF.html#ac287f4c0c1ea31b91572ec45351838f1">bdm::BMEF</a>.</p> 
    259  
    260 <p>References <a class="el" href="exp__family_8h_source.html#l00415">beta</a>, <a class="el" href="exp__family_8h_source.html#l00413">est</a>, <a class="el" href="bdmbase_8h_source.html#l01063">bdm::BM::evalll</a>, <a class="el" href="exp__family_8h_source.html#l00084">bdm::BMEF::frg</a>, <a class="el" href="exp__family_8h_source.html#l00086">bdm::BMEF::last_lognc</a>, <a class="el" href="bdmbase_8h_source.html#l01061">bdm::BM::ll</a>, and <a class="el" href="exp__family_8h_source.html#l00317">bdm::eDirich::lognc()</a>.</p> 
    261  
    262 </div> 
    263 </div> 
    264 <a class="anchor" id="ae157b607c1e3fa91d42aeea44458e2bf"></a><!-- doxytag: member="bdm::multiBM::logpred" ref="ae157b607c1e3fa91d42aeea44458e2bf" args="(const vec &amp;dt) const " --> 
     287<p>Reimplemented from <a class="el" href="classbdm_1_1BMEF.html#c287f4c0c1ea31b91572ec45351838f1">bdm::BMEF</a>.</p> 
     288 
     289<p>References <a class="el" href="exp__family_8h_source.html#l00416">beta</a>, <a class="el" href="exp__family_8h_source.html#l00414">est</a>, <a class="el" href="bdmbase_8h_source.html#l01063">bdm::BM::evalll</a>, <a class="el" href="exp__family_8h_source.html#l00084">bdm::BMEF::frg</a>, <a class="el" href="exp__family_8h_source.html#l00086">bdm::BMEF::last_lognc</a>, <a class="el" href="bdmbase_8h_source.html#l01061">bdm::BM::ll</a>, and <a class="el" href="exp__family_8h_source.html#l00318">bdm::eDirich::lognc()</a>.</p> 
     290 
     291</div> 
     292</div><p> 
     293<a class="anchor" name="e157b607c1e3fa91d42aeea44458e2bf"></a><!-- doxytag: member="bdm::multiBM::logpred" ref="e157b607c1e3fa91d42aeea44458e2bf" args="(const vec &amp;dt) const " --> 
    265294<div class="memitem"> 
    266295<div class="memproto"> 
    267296      <table class="memname"> 
    268297        <tr> 
    269           <td class="memname">double bdm::multiBM::logpred </td> 
     298          <td class="memname">double bdm::multiBM::logpred           </td> 
    270299          <td>(</td> 
    271300          <td class="paramtype">const vec &amp;&nbsp;</td> 
    272           <td class="paramname"> <em>dt</em></td> 
     301          <td class="paramname"> <em>dt</em>          </td> 
    273302          <td>&nbsp;)&nbsp;</td> 
    274303          <td> const<code> [inline, virtual]</code></td> 
    … …  
    277306</div> 
    278307<div class="memdoc"> 
    279 <p>Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out. </p> 
    280  
    281 <p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#a50257e0c1e5b5c73153ea6e716ad8ae0">bdm::BM</a>.</p> 
    282  
    283 <p>References <a class="el" href="exp__family_8h_source.html#l00327">bdm::eDirich::_beta()</a>, <a class="el" href="exp__family_8h_source.html#l00415">beta</a>, <a class="el" href="exp__family_8h_source.html#l00413">est</a>, <a class="el" href="bdmbase_8h_source.html#l01063">bdm::BM::evalll</a>, <a class="el" href="exp__family_8h_source.html#l00084">bdm::BMEF::frg</a>, <a class="el" href="exp__family_8h_source.html#l00086">bdm::BMEF::last_lognc</a>, and <a class="el" href="exp__family_8h_source.html#l00317">bdm::eDirich::lognc()</a>.</p> 
    284  
    285 </div> 
    286 </div> 
    287 <hr/>The documentation for this class was generated from the following file:<ul> 
    288 <li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li> 
    289 </ul> 
    290 </div> 
    291 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:06 2009 for mixpp by&nbsp; 
     308 
     309<p> 
     310Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out.  
     311<p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">bdm::BM</a>.</p> 
     312 
     313<p>References <a class="el" href="exp__family_8h_source.html#l00328">bdm::eDirich::_beta()</a>, <a class="el" href="exp__family_8h_source.html#l00416">beta</a>, <a class="el" href="exp__family_8h_source.html#l00414">est</a>, <a class="el" href="bdmbase_8h_source.html#l01063">bdm::BM::evalll</a>, <a class="el" href="exp__family_8h_source.html#l00084">bdm::BMEF::frg</a>, <a class="el" href="exp__family_8h_source.html#l00086">bdm::BMEF::last_lognc</a>, and <a class="el" href="exp__family_8h_source.html#l00318">bdm::eDirich::lognc()</a>.</p> 
     314 
     315</div> 
     316</div><p> 
     317<hr>The documentation for this class was generated from the following file:<ul> 
     318<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></ul> 
     319</div> 
     320<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:48 2009 for mixpp by&nbsp; 
    292321<a href="http://www.doxygen.org/index.html"> 
    293 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     322<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    294323</body> 
    295324</html>