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    5 <title>mixpp: bdm::BM Class Reference</title> 
     5<title>mixpp: bdm::mexBM Class Reference</title> 
    66<link href="tabs.css" rel="stylesheet" type="text/css"/> 
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    … …  
    6767    </ul> 
    6868  </div> 
    69   <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1BM.html">BM</a> 
     69  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1mexBM.html">mexBM</a> 
    7070  </div> 
    7171</div> 
    7272<div class="contents"> 
    73 <h1>bdm::BM Class Reference</h1><!-- doxytag: class="bdm::BM" --><!-- doxytag: inherits="bdm::root" --> 
    74 <p>Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.   
    75 <a href="#_details">More...</a></p> 
    76  
    77 <p><code>#include &lt;<a class="el" href="bdmbase_8h_source.html">bdmbase.h</a>&gt;</code></p> 
    78  
    79 <p><a href="classbdm_1_1BM-members.html">List of all members.</a></p> 
     73<h1>bdm::mexBM Class Reference</h1><!-- doxytag: class="bdm::mexBM" --><!-- doxytag: inherits="bdm::BM" --> 
     74<p><a href="classbdm_1_1mexBM-members.html">List of all members.</a></p> 
    8075<table border="0" cellpadding="0" cellspacing="0"> 
    8176<tr><td colspan="2"><h2>Public Member Functions</h2></td></tr> 
    82 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a23c6a8f71f922023ab08dcb0487a86de"></a><!-- doxytag: member="bdm::BM::from_setting" ref="a23c6a8f71f922023ab08dcb0487a86de" args="(const Setting &amp;set)" --> 
    83 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> 
     77<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4a35ffc1eedee492e54c031623fd72a8"></a><!-- doxytag: member="bdm::mexBM::get_data" ref="a4a35ffc1eedee492e54c031623fd72a8" args="()" --> 
     78mxArray *&nbsp;</td><td class="memItemRight" valign="bottom"><b>get_data</b> ()</td></tr> 
     79<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1dc5937132e070894ca6002b05512afd"></a><!-- doxytag: member="bdm::mexBM::from_setting" ref="a1dc5937132e070894ca6002b05512afd" args="(const Setting &amp;S)" --> 
     80void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mexBM.html#a1dc5937132e070894ca6002b05512afd">from_setting</a> (const Setting &amp;S)</td></tr> 
    8481<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> 
    85 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::BM::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
     82<tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mexBM.html#aa99452b52f731f561b01029af18c68f7">bayes</a> (const vec &amp;dt)</td></tr> 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#aa99452b52f731f561b01029af18c68f7"></a><br/></td></tr> 
     84<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a76b0e1e8f86a90a829e6821d013d7683"></a><!-- doxytag: member="bdm::mexBM::posterior" ref="a76b0e1e8f86a90a829e6821d013d7683" args="() const " --> 
     85const <a class="el" href="classbdm_1_1mexEpdf.html">mexEpdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>posterior</b> () const </td></tr> 
     86<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad781cb2f1e32cea252da3935df442dd5"></a><!-- doxytag: member="bdm::mexBM::_e" ref="ad781cb2f1e32cea252da3935df442dd5" args="() const " --> 
     87const <a class="el" href="classbdm_1_1mexEpdf.html">mexEpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> () const </td></tr> 
     88<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mexBM::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" --> 
    8689virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    8790<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr> 
    88 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::BM::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
     91<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mexBM::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " --> 
    8992virtual 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> 
    9093<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr> 
    91 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::BM::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
     94<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mexBM::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> 
    9295virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> 
    9396<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr> 
    … …  
    9598<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrp559a25fdb98a7d1fd1c3771ac568d5e9"></a> </p> 
    9699<br/><br/></div></td></tr> 
    97 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adb12aecc3135e7868c664e39e7133756"></a><!-- doxytag: member="bdm::BM::BM" ref="adb12aecc3135e7868c664e39e7133756" args="()" --> 
    98 &nbsp;</td><td class="memItemRight" valign="bottom"><b>BM</b> ()</td></tr> 
    99 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a241b3701190ff1f729fe873a2eef0055"></a><!-- doxytag: member="bdm::BM::BM" ref="a241b3701190ff1f729fe873a2eef0055" args="(const BM &amp;B)" --> 
    100 &nbsp;</td><td class="memItemRight" valign="bottom"><b>BM</b> (const <a class="el" href="classbdm_1_1BM.html">BM</a> &amp;B)</td></tr> 
    101100<tr><td class="memItemLeft" align="right" valign="top">virtual <a class="el" href="classbdm_1_1BM.html">BM</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a40f01563651c1e4fe926189e41a6b8ab">_copy_</a> () const </td></tr> 
    102101<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> 
    103102<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpfb3595af27ed8bd142c95323c0dab340"></a> </p> 
    104103<br/><br/></div></td></tr> 
    105 <tr><td class="memItemLeft" align="right" valign="top">virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a60b1779a577367c369a932cabd3a6188">bayes</a> (const vec &amp;dt)=0</td></tr> 
    106 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#a60b1779a577367c369a932cabd3a6188"></a><br/></td></tr> 
    107 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::BM::bayesB" ref="a1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" --> 
     104<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::mexBM::bayesB" ref="a1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" --> 
    108105virtual 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> 
    109106<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br/></td></tr> 
    110107<tr><td class="memItemLeft" align="right" valign="top">virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &amp;dt) const </td></tr> 
    111 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::BM::logpred_m" ref="a0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " --> 
     108<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::mexBM::logpred_m" ref="a0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " --> 
    112109vec&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> 
    113110<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br/></td></tr> 
    114 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::BM::epredictor" ref="a688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> 
     111<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::mexBM::epredictor" ref="a688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> 
    115112virtual <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> 
    116 <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}) $" src="form_14.png"/>. <br/></td></tr> 
    117 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::BM::predictor" ref="a598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> 
     113<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_20.png"/>. <br/></td></tr> 
     114<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::mexBM::predictor" ref="a598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> 
    118115virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr> 
    119 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs conditional density of 1-step ahead predictor <img class="formulaInl" alt="$ f(d_{t+1} |d_{t+h-1}, \ldots d_{t}) $" src="form_131.png"/>. <br/></td></tr> 
     116<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs conditional density of 1-step ahead predictor <img class="formulaInl" alt="$ f(d_{t+1} |d_{t+h-1}, \ldots d_{t}) $" src="form_21.png"/>. <br/></td></tr> 
    120117<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    121118<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> </p> 
    122119<br/><br/></div></td></tr> 
    123 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::BM::_drv" ref="aff2d8755ba0b3def927d31305c03b09c" args="() const " --> 
     120<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::mexBM::_drv" ref="aff2d8755ba0b3def927d31305c03b09c" args="() const " --> 
    124121const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr> 
    125 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::BM::set_drv" ref="af135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" --> 
     122<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::mexBM::set_drv" ref="af135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" --> 
    126123void&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> 
    127 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::BM::set_rv" ref="ab38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" --> 
     124<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::mexBM::set_rv" ref="ab38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" --> 
    128125void&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> 
    129 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::BM::_ll" ref="a5be65d37dedfe33a3671e7065f523a70" args="() const " --> 
     126<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::mexBM::_ll" ref="a5be65d37dedfe33a3671e7065f523a70" args="() const " --> 
    130127double&nbsp;</td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr> 
    131 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::BM::set_evalll" ref="a236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> 
     128<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::mexBM::set_evalll" ref="a236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> 
    132129void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr> 
    133 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="abb7b0065d6cb722a66b371a8260121e1"></a><!-- doxytag: member="bdm::BM::posterior" ref="abb7b0065d6cb722a66b371a8260121e1" args="() const =0" --> 
    134 virtual const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>posterior</b> () const =0</td></tr> 
    135130<tr><td colspan="2"><h2>Protected Attributes</h2></td></tr> 
    136 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::BM::drv" ref="ac400357e37d27a4834b2b1d9211009ed" args="" --> 
     131<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a61122bf54322e51a965ce3eacb9ee3ac"></a><!-- doxytag: member="bdm::mexBM::name" ref="a61122bf54322e51a965ce3eacb9ee3ac" args="" --> 
     132string&nbsp;</td><td class="memItemRight" valign="bottom"><b>name</b></td></tr> 
     133<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adfaf13987bb1263bc32426da8bc94496"></a><!-- doxytag: member="bdm::mexBM::est" ref="adfaf13987bb1263bc32426da8bc94496" args="" --> 
     134<a class="el" href="classbdm_1_1mexEpdf.html">mexEpdf</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>est</b></td></tr> 
     135<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af3f5f0313085c2f8db8249414644a62f"></a><!-- doxytag: member="bdm::mexBM::data" ref="af3f5f0313085c2f8db8249414644a62f" args="" --> 
     136mxArray *&nbsp;</td><td class="memItemRight" valign="bottom"><b>data</b></td></tr> 
     137<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::mexBM::drv" ref="ac400357e37d27a4834b2b1d9211009ed" args="" --> 
    137138<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> 
    138139<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br/></td></tr> 
    139 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::BM::ll" ref="a4064b6559d962633e4372b12f4cd204a" args="" --> 
     140<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::mexBM::ll" ref="a4064b6559d962633e4372b12f4cd204a" args="" --> 
    140141double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> 
    141142<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br/></td></tr> 
    142 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afaff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::BM::evalll" ref="afaff0ad12556fe7dc0e2807d4fd938ee" args="" --> 
     143<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afaff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::mexBM::evalll" ref="afaff0ad12556fe7dc0e2807d4fd938ee" args="" --> 
    143144bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#afaff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> 
    144145<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> 
    … …  
    146147<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> 
    147148<br/><br/></td></tr> 
    148 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ade95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::BM::rvc" ref="ade95c590d650b2db423d53992f0906cb" args="" --> 
     149<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::mexBM::_rvc" ref="ab5e8e016be16e4029c789063cb3f3b33" args="() const " --> 
     150const <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> 
     151<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr> 
     152<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::mexBM::condition" ref="a6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" --> 
     153virtual 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> 
     154<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br/></td></tr> 
     155<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ade95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::mexBM::rvc" ref="ade95c590d650b2db423d53992f0906cb" args="" --> 
    149156<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> 
    150157<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br/></td></tr> 
    151 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::BM::_rvc" ref="ab5e8e016be16e4029c789063cb3f3b33" args="() const " --> 
    152 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> 
    153 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr> 
    154 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::BM::condition" ref="a6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" --> 
    155 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> 
    156 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br/></td></tr> 
    157158<tr><td colspan="2"><h2>Logging of results</h2></td></tr> 
    158159<tr><td colspan="2"><p><a class="anchor" id="amgrp5b751fa78120752d90ae4487df3bfa73"></a> </p> 
    159160<br/><br/></td></tr> 
    160 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::BM::LIDs" ref="a109c1a626a69031658e3a44e9e500cca" args="" --> 
     161<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aadb539fa2585c8a2a91c54e5aebf330e"></a><!-- doxytag: member="bdm::mexBM::set_options" ref="aadb539fa2585c8a2a91c54e5aebf330e" args="(const string &amp;opt)" --> 
     162virtual 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> 
     163<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string, recognized are: "logbounds,logll". <br/></td></tr> 
     164<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::mexBM::log_add" ref="a2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" --> 
     165virtual 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> 
     166<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> 
     167<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::mexBM::logit" ref="ab517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" --> 
     168virtual 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> 
     169<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::mexBM::LIDs" ref="a109c1a626a69031658e3a44e9e500cca" args="" --> 
    161170ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr> 
    162171<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> 
    163 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a398b7e7a162cf37d0022d6126495f207"></a><!-- doxytag: member="bdm::BM::LFlags" ref="a398b7e7a162cf37d0022d6126495f207" args="" --> 
     172<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a398b7e7a162cf37d0022d6126495f207"></a><!-- doxytag: member="bdm::mexBM::LFlags" ref="a398b7e7a162cf37d0022d6126495f207" args="" --> 
    164173ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a398b7e7a162cf37d0022d6126495f207">LFlags</a></td></tr> 
    165174<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> 
    166 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aadb539fa2585c8a2a91c54e5aebf330e"></a><!-- doxytag: member="bdm::BM::set_options" ref="aadb539fa2585c8a2a91c54e5aebf330e" args="(const string &amp;opt)" --> 
    167 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> 
    168 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string, recognized are: "logbounds,logll". <br/></td></tr> 
    169 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::BM::log_add" ref="a2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" --> 
    170 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> 
    171 <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> 
    172 <tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::BM::logit" ref="ab517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" --> 
    173 virtual 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> 
    174175</table> 
    175 <hr/><a name="_details"></a><h2>Detailed Description</h2> 
    176 <p>Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities. </p> 
    177 <p>This object represents exact or approximate evaluation of the Bayes rule: </p> 
    178 <p class="formulaDsp"> 
    179 <img class="formulaDsp" alt="\[ f(\theta_t | d_1,\ldots,d_t) = \frac{f(y_t|\theta_t,\cdot) f(\theta_t|d_1,\ldots,d_{t-1})}{f(y_t|d_1,\ldots,d_{t-1})} \]" src="form_2.png"/> 
    180 </p> 
    181 <p>Access to the resulting posterior density is via function <code>posterior()</code>.</p> 
    182 <p>As a "side-effect" it also evaluates log-likelihood of the data, which can be accessed via function _ll(). It can also evaluate predictors of future values of <img class="formulaInl" alt="$y_t$" src="form_3.png"/>, see functions <a class="el" href="classbdm_1_1BM.html#a688d7a2aced1e06aa1c468d73a9e5eba" title="Constructs a predictive density .">epredictor()</a> and <a class="el" href="classbdm_1_1BM.html#a598b25e3f3d96a5bc00a5faeb5b3c912" title="Constructs conditional density of 1-step ahead predictor .">predictor()</a>.</p> 
    183 <p>Alternatively, it can evaluate posterior density conditioned by a known constant, <img class="formulaInl" alt="$ c_t $" src="form_4.png"/>: </p> 
    184 <p class="formulaDsp"> 
    185 <img class="formulaDsp" alt="\[ f(\theta_t | c_t, d_1,\ldots,d_t) \propto f(y_t,\theta_t|c_t,\cdot, d_1,\ldots,d_{t-1}) \]" src="form_5.png"/> 
    186 </p> 
    187 <p>The value of <img class="formulaInl" alt="$ c_t $" src="form_4.png"/> is set by function <a class="el" href="classbdm_1_1BM.html#a6799f4b16a6a59ed58b1d0d6e17116f4" title="Substitute val for rvc.">condition()</a>. </p> 
    188176<hr/><h2>Member Function Documentation</h2> 
    189 <a class="anchor" id="a40f01563651c1e4fe926189e41a6b8ab"></a><!-- doxytag: member="bdm::BM::_copy_" ref="a40f01563651c1e4fe926189e41a6b8ab" args="() const " --> 
     177<a class="anchor" id="a40f01563651c1e4fe926189e41a6b8ab"></a><!-- doxytag: member="bdm::mexBM::_copy_" ref="a40f01563651c1e4fe926189e41a6b8ab" args="() const " --> 
    190178<div class="memitem"> 
    191179<div class="memproto"> 
    … …  
    196184          <td class="paramname"></td> 
    197185          <td>&nbsp;)&nbsp;</td> 
    198           <td> const<code> [inline, virtual]</code></td> 
     186          <td> const<code> [inline, virtual, inherited]</code></td> 
    199187        </tr> 
    200188      </table> 
    … …  
    208196</div> 
    209197</div> 
    210 <a class="anchor" id="a60b1779a577367c369a932cabd3a6188"></a><!-- doxytag: member="bdm::BM::bayes" ref="a60b1779a577367c369a932cabd3a6188" args="(const vec &amp;dt)=0" --> 
     198<a class="anchor" id="aa99452b52f731f561b01029af18c68f7"></a><!-- doxytag: member="bdm::mexBM::bayes" ref="aa99452b52f731f561b01029af18c68f7" args="(const vec &amp;dt)" --> 
    211199<div class="memitem"> 
    212200<div class="memproto"> 
    213201      <table class="memname"> 
    214202        <tr> 
    215           <td class="memname">virtual void bdm::BM::bayes </td> 
     203          <td class="memname">void bdm::mexBM::bayes </td> 
    216204          <td>(</td> 
    217205          <td class="paramtype">const vec &amp;&nbsp;</td> 
    218206          <td class="paramname"> <em>dt</em></td> 
    219207          <td>&nbsp;)&nbsp;</td> 
    220           <td><code> [pure virtual]</code></td> 
     208          <td><code> [inline, virtual]</code></td> 
    221209        </tr> 
    222210      </table> 
    … …  
    232220</dl> 
    233221 
    234 <p>Implemented in <a class="el" href="classbdm_1_1ARX.html#a8bdf2974052e8ce74eb0d4f3791c58a3">bdm::ARX</a>, <a class="el" href="classbdm_1_1KalmanFull.html#a081924bc97f453f674bb982b7951d053">bdm::KalmanFull</a>, <a class="el" href="classbdm_1_1KalmanCh.html#ab41fe5540548100b08e1684c3be767b6">bdm::KalmanCh</a>, <a class="el" href="classbdm_1_1EKFfull.html#af149ae8e9ce14d9931a7bb2850736699">bdm::EKFfull</a>, <a class="el" href="classbdm_1_1EKFCh.html#a4c8609c37290b158f88a31dae4047225">bdm::EKFCh</a>, <a class="el" href="classbdm_1_1MultiModel.html#aa915deeddb0e94c337d02ebc0abe535e">bdm::MultiModel</a>, <a class="el" href="classbdm_1_1MixEF.html#a5bd7da667da183eed1577f11dff0c1f1">bdm::MixEF</a>, <a class="el" href="classbdm_1_1PF.html#a638946eea22d4964bf9350286bb4efd8">bdm::PF</a>, <a class="el" href="classbdm_1_1MPF.html#a286d040770d08bd7ff416cea617b1b14">bdm::MPF&lt; BM_T &gt;</a>, <a class="el" href="classbdm_1_1BMEF.html#ac287f4c0c1ea31b91572ec45351838f1">bdm::BMEF</a>, and <a class="el" href="classbdm_1_1multiBM.html#a1e4bf41b61937fd80f34049742e23f95">bdm::multiBM</a>.</p> 
    235  
    236 <p>Referenced by <a class="el" href="bdmbase_8cpp_source.html#l00364">bayesB()</a>.</p> 
    237  
    238 </div> 
    239 </div> 
    240 <a class="anchor" id="a50257e0c1e5b5c73153ea6e716ad8ae0"></a><!-- doxytag: member="bdm::BM::logpred" ref="a50257e0c1e5b5c73153ea6e716ad8ae0" args="(const vec &amp;dt) const " --> 
     222<p>Implements <a class="el" href="classbdm_1_1BM.html#a60b1779a577367c369a932cabd3a6188">bdm::BM</a>.</p> 
     223 
     224</div> 
     225</div> 
     226<a class="anchor" id="a50257e0c1e5b5c73153ea6e716ad8ae0"></a><!-- doxytag: member="bdm::mexBM::logpred" ref="a50257e0c1e5b5c73153ea6e716ad8ae0" args="(const vec &amp;dt) const " --> 
    241227<div class="memitem"> 
    242228<div class="memproto"> 
    … …  
    248234          <td class="paramname"> <em>dt</em></td> 
    249235          <td>&nbsp;)&nbsp;</td> 
    250           <td> const<code> [inline, virtual]</code></td> 
     236          <td> const<code> [inline, virtual, inherited]</code></td> 
    251237        </tr> 
    252238      </table> 
    … …  
    259245<p>References <a class="el" href="bdmerror_8h_source.html#l00051">bdm_error</a>.</p> 
    260246 
    261 <p>Referenced by <a class="el" href="bdmbase_8h_source.html#l00885">logpred_m()</a>.</p> 
    262  
    263 </div> 
    264 </div> 
    265 <hr/>The documentation for this class was generated from the following files:<ul> 
    266 <li><a class="el" href="bdmbase_8h_source.html">bdmbase.h</a></li> 
    267 <li>bdmbase.cpp</li> 
     247<p>Referenced by <a class="el" href="bdmbase_8h_source.html#l01071">bdm::BM::logpred_m()</a>.</p> 
     248 
     249</div> 
     250</div> 
     251<hr/>The documentation for this class was generated from the following file:<ul> 
     252<li><a class="el" href="mex__BM_8h_source.html">mex_BM.h</a></li> 
    268253</ul> 
    269254</div> 
    270 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Aug 30 22:10:50 2009 for mixpp by&nbsp; 
     255<hr size="1"/><address style="text-align: right;"><small>Generated on Tue Sep 8 22:11:33 2009 for mixpp by&nbsp; 
    271256<a href="http://www.doxygen.org/index.html"> 
    272257<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address>