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3<title>mixpp: bdm::MPF&lt; BM_T &gt; Class Template Reference</title>
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27  <div class="navpath"><a class="el" href="namespacebdm.html">bdm</a>::<a class="el" href="classbdm_1_1MPF.html">MPF</a>
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31<h1>bdm::MPF&lt; BM_T &gt; Class Template Reference</h1><!-- doxytag: class="bdm::MPF" --><!-- doxytag: inherits="bdm::PF" -->Marginalized Particle filter. 
32<a href="#_details">More...</a>
33<p>
34<code>#include &lt;<a class="el" href="libPF_8h-source.html">libPF.h</a>&gt;</code>
35<p>
36<div class="dynheader">
37Inheritance diagram for bdm::MPF&lt; BM_T &gt;:</div>
38<div class="dynsection">
39<p><center><img src="classbdm_1_1MPF__inherit__graph.png" border="0" usemap="#bdm_1_1MPF_3_01BM__T_01_4__inherit__map" alt="Inheritance graph"></center>
40<map name="bdm_1_1MPF_3_01BM__T_01_4__inherit__map">
41<area shape="rect" href="classbdm_1_1PF.html" title="Trivial particle filter with proposal density equal to parameter evolution model..." alt="" coords="43,161,115,188"><area shape="rect" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities." alt="" coords="40,84,117,111"><area shape="rect" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects." alt="" coords="23,7,135,33"></map>
42<center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div>
43<div class="dynheader">
44Collaboration diagram for bdm::MPF&lt; BM_T &gt;:</div>
45<div class="dynsection">
46<p><center><img src="classbdm_1_1MPF__coll__graph.png" border="0" usemap="#bdm_1_1MPF_3_01BM__T_01_4__coll__map" alt="Collaboration graph"></center>
47<map name="bdm_1_1MPF_3_01BM__T_01_4__coll__map">
48<area shape="rect" href="classbdm_1_1PF.html" title="Trivial particle filter with proposal density equal to parameter evolution model..." alt="" coords="67,412,139,439"><area shape="rect" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities." alt="" coords="5,201,83,228"><area shape="rect" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects." alt="" coords="121,7,233,33"><area shape="rect" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables." alt="" coords="92,87,167,113"><area shape="rect" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies." alt="" coords="89,300,180,327"><area shape="rect" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density." alt="" coords="232,201,317,228"><area shape="rect" href="classbdm_1_1eEmp.html" title="Weighted empirical density." alt="" coords="213,300,309,327"><area shape="rect" title="internal class for MPDF providing composition of eEmp with external components" alt="" coords="243,412,451,439"></map>
49<center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div>
50
51<p>
52<a href="classbdm_1_1MPF-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
53<tr><td></td></tr>
54<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
55<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e2a00c2399599c3613ab632fc36a1f79"></a><!-- doxytag: member="bdm::MPF::MPF" ref="e2a00c2399599c3613ab632fc36a1f79" args="(const RV &amp;rvlin, const RV &amp;rvpf, mpdf &amp;par0, mpdf &amp;obs0, int n, const BM_T &amp;BMcond0)" -->
56&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#e2a00c2399599c3613ab632fc36a1f79">MPF</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvlin, const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvpf, <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &amp;par0, <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &amp;obs0, int <a class="el" href="classbdm_1_1PF.html#eeafaf9b8ad75fe62ee9fd6369e3f7fe">n</a>, const BM_T &amp;BMcond0)</td></tr>
57
58<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr>
59<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>
60
61<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#286d040770d08bd7ff416cea617b1b14"></a><br></td></tr>
62<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2da4cbf7645da52ad5630ada411e3f9f"></a><!-- doxytag: member="bdm::MPF::_epdf" ref="2da4cbf7645da52ad5630ada411e3f9f" args="() const " -->
63const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#2da4cbf7645da52ad5630ada411e3f9f">_epdf</a> () const </td></tr>
64
65<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a reference to the <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> representing posterior density on parameters. <br></td></tr>
66<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1401874aa88a7a3f2593070646779af2"></a><!-- doxytag: member="bdm::MPF::_e" ref="1401874aa88a7a3f2593070646779af2" args="() const " -->
67const <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#1401874aa88a7a3f2593070646779af2">_e</a> () const </td></tr>
68
69<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a pointer to the <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> representing posterior density on parameters. Use with care! <br></td></tr>
70<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dcecdaf2acbbee51acf3018a70989a7e"></a><!-- doxytag: member="bdm::MPF::set_est" ref="dcecdaf2acbbee51acf3018a70989a7e" args="(const epdf &amp;epdf0)" -->
71void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1MPF.html#dcecdaf2acbbee51acf3018a70989a7e">set_est</a> (const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;epdf0)</td></tr>
72
73<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>
74<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)" -->
75<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>
76
77<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr>
78<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78a9f6809827be1d9bfe215d03b1c6ed"></a><!-- doxytag: member="bdm::MPF::__w" ref="78a9f6809827be1d9bfe215d03b1c6ed" args="()" -->
79vec *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#78a9f6809827be1d9bfe215d03b1c6ed">__w</a> ()</td></tr>
80
81<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
82<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)" -->
83virtual 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>
84
85<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr>
86<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>
87
88<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 " -->
89vec&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>
90
91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br></td></tr>
92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="710e7d69c0d8791fb41a7cd4683cca2c"></a><!-- doxytag: member="bdm::MPF::predictor" ref="710e7d69c0d8791fb41a7cd4683cca2c" args="(const RV &amp;rv) const " -->
93virtual <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#710e7d69c0d8791fb41a7cd4683cca2c">predictor</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1BM.html#18d6db4af8ee42077741d9e3618153ca">rv</a>) const </td></tr>
94
95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density (marginal density on data). <br></td></tr>
96<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="40a3c891996391e3135518053a917793"></a><!-- doxytag: member="bdm::MPF::_rv" ref="40a3c891996391e3135518053a917793" args="() const " -->
97const <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#40a3c891996391e3135518053a917793">_rv</a> () const </td></tr>
98
99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
100<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::MPF::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " -->
101const <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#ff2d8755ba0b3def927d31305c03b09c">_drv</a> () const </td></tr>
102
103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
104<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)" -->
105void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#f135ae6dce7e9f30c9f88229c7930b96">set_drv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1BM.html#18d6db4af8ee42077741d9e3618153ca">rv</a>)</td></tr>
106
107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set drv <br></td></tr>
108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::MPF::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " -->
109double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#5be65d37dedfe33a3671e7065f523a70">_ll</a> () const </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="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::MPF::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" -->
113void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#236b3abbcc93594fc97cd86d82c1a83f">set_evalll</a> (bool evl0)</td></tr>
114
115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
116<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#3efb3098172f1f67564a312fe732473e">_copy_</a> (bool changerv=false)</td></tr>
117
118<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
119<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eeafaf9b8ad75fe62ee9fd6369e3f7fe"></a><!-- doxytag: member="bdm::MPF::n" ref="eeafaf9b8ad75fe62ee9fd6369e3f7fe" args="" -->
120int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#eeafaf9b8ad75fe62ee9fd6369e3f7fe">n</a></td></tr>
121
122<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">number of particles; <br></td></tr>
123<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dc049265b9086cad7071f98d00a2b9af"></a><!-- doxytag: member="bdm::MPF::est" ref="dc049265b9086cad7071f98d00a2b9af" args="" -->
124<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>
125
126<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">posterior density <br></td></tr>
127<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f5149d5522d1095d39240c4c607f61a3"></a><!-- doxytag: member="bdm::MPF::_w" ref="f5149d5522d1095d39240c4c607f61a3" args="" -->
128vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#f5149d5522d1095d39240c4c607f61a3">_w</a></td></tr>
129
130<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>
131<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="914bd66025692c4018dbd482cb3c47c1"></a><!-- doxytag: member="bdm::MPF::_samples" ref="914bd66025692c4018dbd482cb3c47c1" args="" -->
132Array&lt; vec &gt; &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#914bd66025692c4018dbd482cb3c47c1">_samples</a></td></tr>
133
134<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>
135<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cf3a1b2a407012e47ac878e3aa2fbf34"></a><!-- doxytag: member="bdm::MPF::par" ref="cf3a1b2a407012e47ac878e3aa2fbf34" args="" -->
136<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#cf3a1b2a407012e47ac878e3aa2fbf34">par</a></td></tr>
137
138<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Parameter evolution model. <br></td></tr>
139<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c58b8fa634272c3f48845a9020ba55aa"></a><!-- doxytag: member="bdm::MPF::obs" ref="c58b8fa634272c3f48845a9020ba55aa" args="" -->
140<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1PF.html#c58b8fa634272c3f48845a9020ba55aa">obs</a></td></tr>
141
142<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Observation model. <br></td></tr>
143<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18d6db4af8ee42077741d9e3618153ca"></a><!-- doxytag: member="bdm::MPF::rv" ref="18d6db4af8ee42077741d9e3618153ca" args="" -->
144<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#18d6db4af8ee42077741d9e3618153ca">rv</a></td></tr>
145
146<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the posterior. <br></td></tr>
147<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::MPF::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" -->
148<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>
149
150<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br></td></tr>
151<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::MPF::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" -->
152double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr>
153
154<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr>
155<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::MPF::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" -->
156bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr>
157
158<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>
159<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
160<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>mpfepdf</b></td></tr>
161
162<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>
163</table>
164<hr><a name="_details"></a><h2>Detailed Description</h2>
165<h3>template&lt;class BM_T&gt;<br>
166 class bdm::MPF&lt; BM_T &gt;</h3>
167
168Marginalized Particle filter.
169<p>
170Trivial 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>
171<a class="anchor" name="286d040770d08bd7ff416cea617b1b14"></a><!-- doxytag: member="bdm::MPF::bayes" ref="286d040770d08bd7ff416cea617b1b14" args="(const vec &amp;dt)" -->
172<div class="memitem">
173<div class="memproto">
174<div class="memtemplate">
175template&lt;class BM_T&gt; </div>
176      <table class="memname">
177        <tr>
178          <td class="memname">void <a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>&lt; BM_T &gt;::bayes           </td>
179          <td>(</td>
180          <td class="paramtype">const vec &amp;&nbsp;</td>
181          <td class="paramname"> <em>dt</em>          </td>
182          <td>&nbsp;)&nbsp;</td>
183          <td><code> [inline, virtual]</code></td>
184        </tr>
185      </table>
186</div>
187<div class="memdoc">
188
189<p>
190Incremental Bayes rule.
191<p>
192<dl compact><dt><b>Parameters:</b></dt><dd>
193  <table border="0" cellspacing="2" cellpadding="0">
194    <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr>
195  </table>
196</dl>
197
198<p>Reimplemented from <a class="el" href="classbdm_1_1PF.html#638946eea22d4964bf9350286bb4efd8">bdm::PF</a>.</p>
199
200<p>References <a class="el" href="libBM_8h-source.html#l00272">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="classbdm_1_1epdf.html#a8e39e2ff5e5cf5471bc159530d3b2d3">bdm::epdf::evallog()</a>, <a class="el" href="libPF_8h-source.html#l00030">bdm::PF::n</a>, <a class="el" href="libPF_8h-source.html#l00038">bdm::PF::par</a>, <a class="el" href="libEF_8cpp-source.html#l00184">bdm::eEmp::resample()</a>, and <a class="el" href="libBM_8h-source.html#l00237">bdm::mpdf::samplecond()</a>.</p>
201
202</div>
203</div><p>
204<a class="anchor" name="50257e0c1e5b5c73153ea6e716ad8ae0"></a><!-- doxytag: member="bdm::MPF::logpred" ref="50257e0c1e5b5c73153ea6e716ad8ae0" args="(const vec &amp;dt) const " -->
205<div class="memitem">
206<div class="memproto">
207      <table class="memname">
208        <tr>
209          <td class="memname">virtual double bdm::BM::logpred           </td>
210          <td>(</td>
211          <td class="paramtype">const vec &amp;&nbsp;</td>
212          <td class="paramname"> <em>dt</em>          </td>
213          <td>&nbsp;)&nbsp;</td>
214          <td> const<code> [inline, virtual, inherited]</code></td>
215        </tr>
216      </table>
217</div>
218<div class="memdoc">
219
220<p>
221Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out.
222<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>
223
224<p>Referenced by <a class="el" href="libBM_8h-source.html#l00535">bdm::BM::logpred_m()</a>.</p>
225
226</div>
227</div><p>
228<a class="anchor" name="3efb3098172f1f67564a312fe732473e"></a><!-- doxytag: member="bdm::MPF::_copy_" ref="3efb3098172f1f67564a312fe732473e" args="(bool changerv=false)" -->
229<div class="memitem">
230<div class="memproto">
231      <table class="memname">
232        <tr>
233          <td class="memname">virtual <a class="el" href="classbdm_1_1BM.html">BM</a>* bdm::BM::_copy_           </td>
234          <td>(</td>
235          <td class="paramtype">bool&nbsp;</td>
236          <td class="paramname"> <em>changerv</em> = <code>false</code>          </td>
237          <td>&nbsp;)&nbsp;</td>
238          <td><code> [inline, virtual, inherited]</code></td>
239        </tr>
240      </table>
241</div>
242<div class="memdoc">
243
244<p>
245Copy 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: BM* <a class="el" href="classbdm_1_1BM.html#3efb3098172f1f67564a312fe732473e">_copy_()</a>{<a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> Tmp*=new Tmp(this*); return Tmp; }
246<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#20ff2de8d862f28de7da83444d65bcdb">bdm::ARX</a>, and <a class="el" href="classbdm_1_1BMEF.html#5912dbcf28ae711e30b08c2fa766a3e6">bdm::BMEF</a>.</p>
247
248</div>
249</div><p>
250<hr>The documentation for this class was generated from the following file:<ul>
251<li><a class="el" href="libPF_8h-source.html">libPF.h</a></ul>
252</div>
253<hr size="1"><address style="text-align: right;"><small>Generated on Wed Feb 11 10:20:48 2009 for mixpp by&nbsp;
254<a href="http://www.doxygen.org/index.html">
255<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
256</body>
257</html>
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