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03/06/09 15:03:45 (16 years ago)
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smidl
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correction of ARX tutorial

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  • doc/html/classbdm_1_1MPF.html

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    33<title>mixpp: bdm::MPF&lt; BM_T &gt; Class Template Reference</title> 
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    7070<div class="contents"> 
    71 <h1>bdm::MPF&lt; BM_T &gt; Class Template Reference</h1><!-- doxytag: class="bdm::MPF" --><!-- doxytag: inherits="bdm::PF" --><code>#include &lt;<a class="el" href="libPF_8h-source.html">libPF.h</a>&gt;</code> 
    72 <p> 
    73 <div class="dynheader"> 
    74 Inheritance diagram for bdm::MPF&lt; BM_T &gt;:</div> 
    75 <div class="dynsection"> 
    76  
    77 <p><center><img src="classbdm_1_1MPF.png" usemap="#bdm::MPF< BM_T >_map" border="0" alt=""></center> 
    78 <map name="bdm::MPF< BM_T >_map"> 
    79 <area href="classbdm_1_1PF.html" alt="bdm::PF" shape="rect" coords="0,112,125,136"> 
    80 <area href="classbdm_1_1BM.html" alt="bdm::BM" shape="rect" coords="0,56,125,80"> 
    81 <area href="classbdm_1_1bdmroot.html" alt="bdm::bdmroot" shape="rect" coords="0,0,125,24"> 
    82 </map> 
    83 </div> 
    84  
    85 <p> 
    86 <a href="classbdm_1_1MPF-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2> 
    87 <h3>template&lt;class BM_T&gt;<br> 
    88  class bdm::MPF&lt; BM_T &gt;</h3> 
    89  
    90 Marginalized Particle filter.  
    91 <p> 
    92 Trivial version: proposal = parameter evolution, observation model is not used. (it is assumed to be part 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>). <table border="0" cellpadding="0" cellspacing="0"> 
     71<h1>bdm::MPF&lt; BM_T &gt; Class Template Reference</h1><!-- doxytag: class="bdm::MPF" --><!-- doxytag: inherits="bdm::PF" -->Marginalized Particle filter.   
     72<a href="#_details">More...</a> 
     73<p> 
     74<code>#include &lt;<a class="el" href="libPF_8h-source.html">libPF.h</a>&gt;</code> 
     75<p> 
     76 
     77<p> 
     78<a href="classbdm_1_1MPF-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> 
    9379<tr><td></td></tr> 
     80<tr><td colspan="2"><br><h2>Classes</h2></td></tr> 
     81<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>mpfepdf</b></td></tr> 
     82 
     83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">internal class for MPDF providing composition of <a class="el" href="classbdm_1_1eEmp.html" title="Weighted empirical density.">eEmp</a> with external components <br></td></tr> 
     84<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> 
     85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0068e7ca53d90fa5911eb31a0d657f26"></a><!-- doxytag: member="bdm::MPF::MPF" ref="0068e7ca53d90fa5911eb31a0d657f26" args="()" --> 
     86&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#0068e7ca53d90fa5911eb31a0d657f26">MPF</a> ()</td></tr> 
     87 
     88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr> 
     89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e082d7ea1694624644cedc837b067f22"></a><!-- doxytag: member="bdm::MPF::set_parameters" ref="e082d7ea1694624644cedc837b067f22" args="(mpdf *par0, mpdf *obs0, int n0, RESAMPLING_METHOD rm=SYSTEMATIC)" --> 
     90void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *par0, <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *obs0, int n0, RESAMPLING_METHOD rm=SYSTEMATIC)</td></tr> 
     91 
     92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b1e847a14175a92bac8f9c552080da6c"></a><!-- doxytag: member="bdm::MPF::set_statistics" ref="b1e847a14175a92bac8f9c552080da6c" args="(epdf *epdf0, const BM_T *BMcond0)" --> 
     93void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_statistics</b> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *epdf0, const BM_T *BMcond0)</td></tr> 
     94 
     95<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#286d040770d08bd7ff416cea617b1b14">bayes</a> (const vec &amp;dt)</td></tr> 
     96 
     97<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#286d040770d08bd7ff416cea617b1b14"></a><br></td></tr> 
     98<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="25d5dc30b1260b07edb6183bdd73ef16"></a><!-- doxytag: member="bdm::MPF::posterior" ref="25d5dc30b1260b07edb6183bdd73ef16" args="() const " --> 
     99const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>posterior</b> () const </td></tr> 
     100 
     101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1401874aa88a7a3f2593070646779af2"></a><!-- doxytag: member="bdm::MPF::_e" ref="1401874aa88a7a3f2593070646779af2" args="() const " --> 
     102const <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> () const </td></tr> 
     103 
     104<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2e95498dec734088ab9f4878ff404144"></a><!-- doxytag: member="bdm::MPF::set_options" ref="2e95498dec734088ab9f4878ff404144" args="(const string &amp;opt)" --> 
     105void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#2e95498dec734088ab9f4878ff404144">set_options</a> (const string &amp;opt)</td></tr> 
     106 
     107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set postrior of <code>rvc</code> to samples from epdf0. Statistics of BMs are not re-computed! Use only for initialization! <br></td></tr> 
     108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="82b5a34d9ed0e78452f98d2ecbf1e93c"></a><!-- doxytag: member="bdm::MPF::_BM" ref="82b5a34d9ed0e78452f98d2ecbf1e93c" args="(int i)" --> 
     109<a class="el" href="classbdm_1_1BM.html">BM</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#82b5a34d9ed0e78452f98d2ecbf1e93c">_BM</a> (int i)</td></tr> 
     110 
     111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr> 
     112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78a9f6809827be1d9bfe215d03b1c6ed"></a><!-- doxytag: member="bdm::MPF::__w" ref="78a9f6809827be1d9bfe215d03b1c6ed" args="()" --> 
     113vec *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#78a9f6809827be1d9bfe215d03b1c6ed">__w</a> ()</td></tr> 
     114 
     115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
     116<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
     117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9830cb311f67e8276d3f2b167ab681b9"></a><!-- doxytag: member="bdm::MPF::set_statistics" ref="9830cb311f67e8276d3f2b167ab681b9" args="(const vec w0, epdf *epdf0)" --> 
     118void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_statistics</b> (const vec w0, <a class="el" href="classbdm_1_1epdf.html">epdf</a> *epdf0)</td></tr> 
     119 
     120<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
     121<tr><td class="memItemLeft" nowrap 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#40f01563651c1e4fe926189e41a6b8ab">_copy_</a> () const </td></tr> 
     122 
     123<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> 
     124<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::MPF::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" --> 
     125virtual 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> 
     126 
     127<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr> 
     128<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &amp;dt) const </td></tr> 
     129 
     130<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::MPF::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " --> 
     131vec&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> 
     132 
     133<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br></td></tr> 
     134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::MPF::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> 
     135virtual <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> 
     136 
     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_49.png">. <br></td></tr> 
     138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::MPF::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> 
     139virtual <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> 
     140 
     141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a conditional density 1-step ahead predictor. <br></td></tr> 
     142<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
     143<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::MPF::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " --> 
     144const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr> 
     145 
     146<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::MPF::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" --> 
     147void&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 
     149<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::MPF::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" --> 
     150void&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> 
     151 
     152<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::MPF::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " --> 
     153double&nbsp;</td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr> 
     154 
     155<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::MPF::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> 
     156void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr> 
     157 
     158<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
     159<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eeafaf9b8ad75fe62ee9fd6369e3f7fe"></a><!-- doxytag: member="bdm::MPF::n" ref="eeafaf9b8ad75fe62ee9fd6369e3f7fe" args="" --> 
     160int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#eeafaf9b8ad75fe62ee9fd6369e3f7fe">n</a></td></tr> 
     161 
     162<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">number of particles; <br></td></tr> 
     163<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dc049265b9086cad7071f98d00a2b9af"></a><!-- doxytag: member="bdm::MPF::est" ref="dc049265b9086cad7071f98d00a2b9af" args="" --> 
     164<a class="el" href="classbdm_1_1eEmp.html">eEmp</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#dc049265b9086cad7071f98d00a2b9af">est</a></td></tr> 
     165 
     166<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">posterior density <br></td></tr> 
     167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f5149d5522d1095d39240c4c607f61a3"></a><!-- doxytag: member="bdm::MPF::_w" ref="f5149d5522d1095d39240c4c607f61a3" args="" --> 
     168vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#f5149d5522d1095d39240c4c607f61a3">_w</a></td></tr> 
     169 
     170<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer into <code><a class="el" href="classbdm_1_1eEmp.html" title="Weighted empirical density.">eEmp</a></code> <br></td></tr> 
     171<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="914bd66025692c4018dbd482cb3c47c1"></a><!-- doxytag: member="bdm::MPF::_samples" ref="914bd66025692c4018dbd482cb3c47c1" args="" --> 
     172Array&lt; vec &gt; &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#914bd66025692c4018dbd482cb3c47c1">_samples</a></td></tr> 
     173 
     174<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer into <code><a class="el" href="classbdm_1_1eEmp.html" title="Weighted empirical density.">eEmp</a></code> <br></td></tr> 
     175<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="521e9621d3b5e1274275f323691afdaf"></a><!-- doxytag: member="bdm::MPF::par" ref="521e9621d3b5e1274275f323691afdaf" args="" --> 
     176<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#521e9621d3b5e1274275f323691afdaf">par</a></td></tr> 
     177 
     178<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Parameter evolution model. <br></td></tr> 
     179<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d6e7a62fba1e0a0d73c9b87f4fb683ec"></a><!-- doxytag: member="bdm::MPF::obs" ref="d6e7a62fba1e0a0d73c9b87f4fb683ec" args="" --> 
     180<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#d6e7a62fba1e0a0d73c9b87f4fb683ec">obs</a></td></tr> 
     181 
     182<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Observation model. <br></td></tr> 
     183<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9932c7c5865954ef9a438afcbe944e52"></a><!-- doxytag: member="bdm::MPF::resmethod" ref="9932c7c5865954ef9a438afcbe944e52" args="" --> 
     184RESAMPLING_METHOD&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#9932c7c5865954ef9a438afcbe944e52">resmethod</a></td></tr> 
     185 
     186<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">which resampling method will be used <br></td></tr> 
     187<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::MPF::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" --> 
     188<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> 
     189 
     190<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br></td></tr> 
     191<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::MPF::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" --> 
     192double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> 
     193 
     194<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr> 
     195<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::MPF::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" --> 
     196bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> 
     197 
     198<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> 
     199<tr><td colspan="2"><div class="groupHeader">Options</div></td></tr> 
     200<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="98ef9ff80c394fafd28680b7a3f831b1"></a><!-- doxytag: member="bdm::MPF::opt_L_smp" ref="98ef9ff80c394fafd28680b7a3f831b1" args="" --> 
     201bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#98ef9ff80c394fafd28680b7a3f831b1">opt_L_smp</a></td></tr> 
     202 
     203<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Log all samples. <br></td></tr> 
     204<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a49463a88ee80771a464861df845ff6"></a><!-- doxytag: member="bdm::MPF::opt_L_wei" ref="5a49463a88ee80771a464861df845ff6" args="" --> 
     205bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#5a49463a88ee80771a464861df845ff6">opt_L_wei</a></td></tr> 
     206 
     207<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Log all samples. <br></td></tr> 
    94208<tr><td colspan="2"><br><h2>Extension to conditional BM</h2></td></tr> 
    95209<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> 
    … …  
    122236 
    123237<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Option for logging bounds. <br></td></tr> 
    124 <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> 
    125 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0068e7ca53d90fa5911eb31a0d657f26"></a><!-- doxytag: member="bdm::MPF::MPF" ref="0068e7ca53d90fa5911eb31a0d657f26" args="()" --> 
    126 &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#0068e7ca53d90fa5911eb31a0d657f26">MPF</a> ()</td></tr> 
    127  
    128 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr> 
    129 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e082d7ea1694624644cedc837b067f22"></a><!-- doxytag: member="bdm::MPF::set_parameters" ref="e082d7ea1694624644cedc837b067f22" args="(mpdf *par0, mpdf *obs0, int n0, RESAMPLING_METHOD rm=SYSTEMATIC)" --> 
    130 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *par0, <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *obs0, int n0, RESAMPLING_METHOD rm=SYSTEMATIC)</td></tr> 
    131  
    132 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b1e847a14175a92bac8f9c552080da6c"></a><!-- doxytag: member="bdm::MPF::set_statistics" ref="b1e847a14175a92bac8f9c552080da6c" args="(epdf *epdf0, const BM_T *BMcond0)" --> 
    133 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_statistics</b> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *epdf0, const BM_T *BMcond0)</td></tr> 
    134  
    135 <tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#286d040770d08bd7ff416cea617b1b14">bayes</a> (const vec &amp;dt)</td></tr> 
    136  
    137 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#286d040770d08bd7ff416cea617b1b14"></a><br></td></tr> 
    138 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="25d5dc30b1260b07edb6183bdd73ef16"></a><!-- doxytag: member="bdm::MPF::posterior" ref="25d5dc30b1260b07edb6183bdd73ef16" args="() const " --> 
    139 const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>posterior</b> () const </td></tr> 
    140  
    141 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1401874aa88a7a3f2593070646779af2"></a><!-- doxytag: member="bdm::MPF::_e" ref="1401874aa88a7a3f2593070646779af2" args="() const " --> 
    142 const <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> () const </td></tr> 
    143  
    144 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2e95498dec734088ab9f4878ff404144"></a><!-- doxytag: member="bdm::MPF::set_options" ref="2e95498dec734088ab9f4878ff404144" args="(const string &amp;opt)" --> 
    145 void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#2e95498dec734088ab9f4878ff404144">set_options</a> (const string &amp;opt)</td></tr> 
    146  
    147 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set postrior of <code>rvc</code> to samples from epdf0. Statistics of BMs are not re-computed! Use only for initialization! <br></td></tr> 
    148 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="82b5a34d9ed0e78452f98d2ecbf1e93c"></a><!-- doxytag: member="bdm::MPF::_BM" ref="82b5a34d9ed0e78452f98d2ecbf1e93c" args="(int i)" --> 
    149 <a class="el" href="classbdm_1_1BM.html">BM</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#82b5a34d9ed0e78452f98d2ecbf1e93c">_BM</a> (int i)</td></tr> 
    150  
    151 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr> 
    152 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78a9f6809827be1d9bfe215d03b1c6ed"></a><!-- doxytag: member="bdm::MPF::__w" ref="78a9f6809827be1d9bfe215d03b1c6ed" args="()" --> 
    153 vec *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#78a9f6809827be1d9bfe215d03b1c6ed">__w</a> ()</td></tr> 
    154  
    155 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
    156 <tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    157 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9830cb311f67e8276d3f2b167ab681b9"></a><!-- doxytag: member="bdm::MPF::set_statistics" ref="9830cb311f67e8276d3f2b167ab681b9" args="(const vec w0, epdf *epdf0)" --> 
    158 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_statistics</b> (const vec w0, <a class="el" href="classbdm_1_1epdf.html">epdf</a> *epdf0)</td></tr> 
    159  
    160 <tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    161 <tr><td class="memItemLeft" nowrap 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#40f01563651c1e4fe926189e41a6b8ab">_copy_</a> () const </td></tr> 
    162  
    163 <tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> 
    164 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::MPF::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" --> 
    165 virtual 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> 
    166  
    167 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr> 
    168 <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &amp;dt) const </td></tr> 
    169  
    170 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::MPF::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " --> 
    171 vec&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> 
    172  
    173 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br></td></tr> 
    174 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::MPF::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> 
    175 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#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr> 
    176  
    177 <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_49.png">. <br></td></tr> 
    178 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::MPF::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> 
    179 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#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr> 
    180  
    181 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a conditional density 1-step ahead predictor. <br></td></tr> 
    182 <tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    183 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::MPF::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " --> 
    184 const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr> 
    185  
    186 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::MPF::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" --> 
    187 void&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> 
    188  
    189 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::MPF::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" --> 
    190 void&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> 
    191  
    192 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::MPF::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " --> 
    193 double&nbsp;</td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr> 
    194  
    195 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::MPF::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> 
    196 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr> 
    197  
    198 <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
    199 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eeafaf9b8ad75fe62ee9fd6369e3f7fe"></a><!-- doxytag: member="bdm::MPF::n" ref="eeafaf9b8ad75fe62ee9fd6369e3f7fe" args="" --> 
    200 int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#eeafaf9b8ad75fe62ee9fd6369e3f7fe">n</a></td></tr> 
    201  
    202 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">number of particles; <br></td></tr> 
    203 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dc049265b9086cad7071f98d00a2b9af"></a><!-- doxytag: member="bdm::MPF::est" ref="dc049265b9086cad7071f98d00a2b9af" args="" --> 
    204 <a class="el" href="classbdm_1_1eEmp.html">eEmp</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#dc049265b9086cad7071f98d00a2b9af">est</a></td></tr> 
    205  
    206 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">posterior density <br></td></tr> 
    207 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f5149d5522d1095d39240c4c607f61a3"></a><!-- doxytag: member="bdm::MPF::_w" ref="f5149d5522d1095d39240c4c607f61a3" args="" --> 
    208 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#f5149d5522d1095d39240c4c607f61a3">_w</a></td></tr> 
    209  
    210 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer into <code><a class="el" href="classbdm_1_1eEmp.html" title="Weighted empirical density.">eEmp</a></code> <br></td></tr> 
    211 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="914bd66025692c4018dbd482cb3c47c1"></a><!-- doxytag: member="bdm::MPF::_samples" ref="914bd66025692c4018dbd482cb3c47c1" args="" --> 
    212 Array&lt; vec &gt; &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#914bd66025692c4018dbd482cb3c47c1">_samples</a></td></tr> 
    213  
    214 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer into <code><a class="el" href="classbdm_1_1eEmp.html" title="Weighted empirical density.">eEmp</a></code> <br></td></tr> 
    215 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="521e9621d3b5e1274275f323691afdaf"></a><!-- doxytag: member="bdm::MPF::par" ref="521e9621d3b5e1274275f323691afdaf" args="" --> 
    216 <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#521e9621d3b5e1274275f323691afdaf">par</a></td></tr> 
    217  
    218 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Parameter evolution model. <br></td></tr> 
    219 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d6e7a62fba1e0a0d73c9b87f4fb683ec"></a><!-- doxytag: member="bdm::MPF::obs" ref="d6e7a62fba1e0a0d73c9b87f4fb683ec" args="" --> 
    220 <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#d6e7a62fba1e0a0d73c9b87f4fb683ec">obs</a></td></tr> 
    221  
    222 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Observation model. <br></td></tr> 
    223 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9932c7c5865954ef9a438afcbe944e52"></a><!-- doxytag: member="bdm::MPF::resmethod" ref="9932c7c5865954ef9a438afcbe944e52" args="" --> 
    224 RESAMPLING_METHOD&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#9932c7c5865954ef9a438afcbe944e52">resmethod</a></td></tr> 
    225  
    226 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">which resampling method will be used <br></td></tr> 
    227 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::MPF::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" --> 
    228 <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> 
    229  
    230 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br></td></tr> 
    231 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::MPF::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" --> 
    232 double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> 
    233  
    234 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr> 
    235 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::MPF::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" --> 
    236 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> 
    237  
    238 <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> 
    239 <tr><td colspan="2"><div class="groupHeader">Options</div></td></tr> 
    240 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="98ef9ff80c394fafd28680b7a3f831b1"></a><!-- doxytag: member="bdm::MPF::opt_L_smp" ref="98ef9ff80c394fafd28680b7a3f831b1" args="" --> 
    241 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#98ef9ff80c394fafd28680b7a3f831b1">opt_L_smp</a></td></tr> 
    242  
    243 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Log all samples. <br></td></tr> 
    244 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a49463a88ee80771a464861df845ff6"></a><!-- doxytag: member="bdm::MPF::opt_L_wei" ref="5a49463a88ee80771a464861df845ff6" args="" --> 
    245 bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#5a49463a88ee80771a464861df845ff6">opt_L_wei</a></td></tr> 
    246  
    247 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Log all samples. <br></td></tr> 
    248 <tr><td colspan="2"><br><h2>Classes</h2></td></tr> 
    249 <tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>mpfepdf</b></td></tr> 
    250  
    251 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">internal class for MPDF providing composition of <a class="el" href="classbdm_1_1eEmp.html" title="Weighted empirical density.">eEmp</a> with external components <br></td></tr> 
    252238</table> 
    253 <hr><h2>Member Function Documentation</h2> 
    254 <a class="anchor" name="286d040770d08bd7ff416cea617b1b14"></a><!-- doxytag: member="bdm::MPF::bayes" ref="286d040770d08bd7ff416cea617b1b14" args="(const vec &amp;dt)" --> 
    255 <div class="memitem"> 
    256 <div class="memproto"> 
    257 <div class="memtemplate"> 
    258 template&lt;class BM_T&gt; </div> 
    259       <table class="memname"> 
    260         <tr> 
    261           <td class="memname">void <a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>&lt; BM_T &gt;::bayes           </td> 
    262           <td>(</td> 
    263           <td class="paramtype">const vec &amp;&nbsp;</td> 
    264           <td class="paramname"> <em>dt</em>          </td> 
    265           <td>&nbsp;)&nbsp;</td> 
    266           <td><code> [inline, virtual]</code></td> 
    267         </tr> 
    268       </table> 
    269 </div> 
    270 <div class="memdoc"> 
    271  
    272 <p> 
    273 Incremental Bayes rule.  
    274 <p> 
    275 <dl compact><dt><b>Parameters:</b></dt><dd> 
    276   <table border="0" cellspacing="2" cellpadding="0"> 
    277     <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr> 
    278   </table> 
    279 </dl> 
    280  
    281 <p>Reimplemented from <a class="el" href="classbdm_1_1PF.html#638946eea22d4964bf9350286bb4efd8">bdm::PF</a>.</p> 
    282  
    283 <p>References <a class="el" href="libBM_8h-source.html#l00347">bdm::mpdf::_e()</a>, <a class="el" href="libPF_8h-source.html#l00036">bdm::PF::_samples</a>, <a class="el" href="libPF_8h-source.html#l00034">bdm::PF::_w</a>, <a class="el" href="libPF_8h-source.html#l00032">bdm::PF::est</a>, <a class="el" href="libBM_8h-source.html#l00246">bdm::epdf::evallog()</a>, <a class="el" href="libPF_8h-source.html#l00038">bdm::PF::par</a>, <a class="el" href="libEF_8cpp-source.html#l00185">bdm::eEmp::resample()</a>, <a class="el" href="libPF_8h-source.html#l00043">bdm::PF::resmethod</a>, and <a class="el" href="libBM_8h-source.html#l00316">bdm::mpdf::samplecond()</a>.</p> 
    284  
    285 </div> 
    286 </div><p> 
     239<hr><a name="_details"></a><h2>Detailed Description</h2> 
     240<h3>template&lt;class BM_T&gt;<br> 
     241 class bdm::MPF&lt; BM_T &gt;</h3> 
     242 
     243Marginalized Particle filter.  
     244<p> 
     245Trivial version: proposal = parameter evolution, observation model is not used. (it is assumed to be part 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>). <hr><h2>Member Function Documentation</h2> 
    287246<a class="anchor" name="40f01563651c1e4fe926189e41a6b8ab"></a><!-- doxytag: member="bdm::MPF::_copy_" ref="40f01563651c1e4fe926189e41a6b8ab" args="() const " --> 
    288247<div class="memitem"> 
    … …  
    303262Copy 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_1BM.html#40f01563651c1e4fe926189e41a6b8ab">_copy_</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <span class="keyword">new</span> BM(*<span class="keyword">this</span>);}  
    304263</pre></div>  
    305 <p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#ca0b54c0997cfd567f49377af5def106">bdm::ARX</a>, <a class="el" href="classbdm_1_1KalmanCh.html#24ce65bdaa538d4d5153d709a929b996">bdm::KalmanCh</a>, <a class="el" href="classbdm_1_1EKF.html#fe9b2e227255ad32dc73df316b7318f4">bdm::EKF&lt; sq_T &gt;</a>, and <a class="el" href="classbdm_1_1EKFCh.html#1d1d91400e3f177de9fe7962ea17adc4">bdm::EKFCh</a>.</p> 
     264<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#ca0b54c0997cfd567f49377af5def106">bdm::ARX</a>, <a class="el" href="classbdm_1_1KalmanCh.html#24ce65bdaa538d4d5153d709a929b996">bdm::KalmanCh</a>, <a class="el" href="classbdm_1_1EKF.html#fe9b2e227255ad32dc73df316b7318f4">bdm::EKF&lt; sq_T &gt;</a>, <a class="el" href="classbdm_1_1EKFCh.html#1d1d91400e3f177de9fe7962ea17adc4">bdm::EKFCh</a>, and <a class="el" href="classbdm_1_1BMEF.html#62d2e4691bed41a1efa6b9c2e35e5c67">bdm::BMEF</a>.</p> 
     265 
     266</div> 
     267</div><p> 
     268<a class="anchor" name="286d040770d08bd7ff416cea617b1b14"></a><!-- doxytag: member="bdm::MPF::bayes" ref="286d040770d08bd7ff416cea617b1b14" args="(const vec &amp;dt)" --> 
     269<div class="memitem"> 
     270<div class="memproto"> 
     271<div class="memtemplate"> 
     272template&lt;class BM_T &gt; </div> 
     273      <table class="memname"> 
     274        <tr> 
     275          <td class="memname">void <a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>&lt; BM_T &gt;::bayes           </td> 
     276          <td>(</td> 
     277          <td class="paramtype">const vec &amp;&nbsp;</td> 
     278          <td class="paramname"> <em>dt</em>          </td> 
     279          <td>&nbsp;)&nbsp;</td> 
     280          <td><code> [inline, virtual]</code></td> 
     281        </tr> 
     282      </table> 
     283</div> 
     284<div class="memdoc"> 
     285 
     286<p> 
     287Incremental Bayes rule.  
     288<p> 
     289<dl compact><dt><b>Parameters:</b></dt><dd> 
     290  <table border="0" cellspacing="2" cellpadding="0"> 
     291    <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr> 
     292  </table> 
     293</dl> 
     294 
     295<p>Reimplemented from <a class="el" href="classbdm_1_1PF.html#638946eea22d4964bf9350286bb4efd8">bdm::PF</a>.</p> 
     296 
     297<p>References <a class="el" href="libBM_8h-source.html#l00347">bdm::mpdf::_e()</a>, <a class="el" href="libPF_8h-source.html#l00036">bdm::PF::_samples</a>, <a class="el" href="libPF_8h-source.html#l00034">bdm::PF::_w</a>, <a class="el" href="libPF_8h-source.html#l00032">bdm::PF::est</a>, <a class="el" href="libBM_8h-source.html#l00246">bdm::epdf::evallog()</a>, <a class="el" href="libPF_8h-source.html#l00038">bdm::PF::par</a>, <a class="el" href="libEF_8cpp-source.html#l00185">bdm::eEmp::resample()</a>, <a class="el" href="libPF_8h-source.html#l00043">bdm::PF::resmethod</a>, and <a class="el" href="libBM_8h-source.html#l00316">bdm::mpdf::samplecond()</a>.</p> 
    306298 
    307299</div> 
    … …  
    327319<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#080a7e531e3aa06694112863b15bc6a4">bdm::ARX</a>, <a class="el" href="classbdm_1_1MixEF.html#da724da464a75e07521941e430929efa">bdm::MixEF</a>, and <a class="el" href="classbdm_1_1multiBM.html#e157b607c1e3fa91d42aeea44458e2bf">bdm::multiBM</a>.</p> 
    328320 
    329 <p>Referenced by <a class="el" href="libBM_8h-source.html#l00650">bdm::BM::logpred_m()</a>.</p> 
     321<p>Referenced by <a class="el" href="libBM_8h-source.html#l00661">bdm::BM::logpred_m()</a>.</p> 
    330322 
    331323</div> 
    … …  
    334326<li><a class="el" href="libPF_8h-source.html">libPF.h</a></ul> 
    335327</div> 
    336 <hr size="1"><address style="text-align: right;"><small>Generated on Wed Mar 4 18:50:20 2009 for mixpp by&nbsp; 
     328<hr size="1"><address style="text-align: right;"><small>Generated on Fri Mar 6 15:01:38 2009 for mixpp by&nbsp; 
    337329<a href="http://www.doxygen.org/index.html"> 
    338 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address> 
     330<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address> 
    339331</body> 
    340332</html>