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3<title>mixpp: bdm::multiBM Class Reference</title>
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[271]67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1multiBM.html">multiBM</a>
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70<div class="contents">
[290]71<h1>bdm::multiBM Class Reference</h1><!-- doxytag: class="bdm::multiBM" --><!-- doxytag: inherits="bdm::BMEF" -->Estimator for Multinomial density. 
72<a href="#_details">More...</a>
[259]73<p>
[290]74<code>#include &lt;<a class="el" href="libEF_8h-source.html">libEF.h</a>&gt;</code>
75<p>
[259]76
77<p>
[290]78<a href="classbdm_1_1multiBM-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
[259]79<tr><td></td></tr>
80<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
[270]81<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4dd6d9522a8a605776d21bac9bd9daf"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="c4dd6d9522a8a605776d21bac9bd9daf" args="()" -->
82&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#c4dd6d9522a8a605776d21bac9bd9daf">multiBM</a> ()</td></tr>
[259]83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4378cf8037f6bed29c74eea63344b31"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="c4378cf8037f6bed29c74eea63344b31" args="(const multiBM &amp;B)" -->
86&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#c4378cf8037f6bed29c74eea63344b31">multiBM</a> (const <a class="el" href="classbdm_1_1multiBM.html">multiBM</a> &amp;B)</td></tr>
87
88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Copy constructor. <br></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dbe6b90d410dc062a233d1dc09eeba52"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="dbe6b90d410dc062a233d1dc09eeba52" args="(const BM *mB0)" -->
90void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#dbe6b90d410dc062a233d1dc09eeba52">set_statistics</a> (const <a class="el" href="classbdm_1_1BM.html">BM</a> *mB0)</td></tr>
91
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Sets sufficient statistics to match that of givefrom mB0. <br></td></tr>
93<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#1e4bf41b61937fd80f34049742e23f95">bayes</a> (const vec &amp;dt)</td></tr>
94
95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#1e4bf41b61937fd80f34049742e23f95"></a><br></td></tr>
96<tr><td class="memItemLeft" nowrap align="right" valign="top">double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#e157b607c1e3fa91d42aeea44458e2bf">logpred</a> (const vec &amp;dt) const </td></tr>
97
98<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aaeb18c989088feb8d26d300e4971732"></a><!-- doxytag: member="bdm::multiBM::flatten" ref="aaeb18c989088feb8d26d300e4971732" args="(const BMEF *B)" -->
99void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#aaeb18c989088feb8d26d300e4971732">flatten</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *B)</td></tr>
100
101<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flatten the posterior according to the given <a class="el" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> (of the same type!). <br></td></tr>
[271]102<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cd682a9a179e6c42a5d28e71c2a2cbfa"></a><!-- doxytag: member="bdm::multiBM::posterior" ref="cd682a9a179e6c42a5d28e71c2a2cbfa" args="() const " -->
103const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>posterior</b> () const </td></tr>
[259]104
105<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c996f6b9ca930182030e1027318f1ca6"></a><!-- doxytag: member="bdm::multiBM::_e" ref="c996f6b9ca930182030e1027318f1ca6" args="() const " -->
[270]106const <a class="el" href="classbdm_1_1eDirich.html">eDirich</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> () const </td></tr>
[259]107
108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7a480eace4446661bacca94c57499f01"></a><!-- doxytag: member="bdm::multiBM::set_parameters" ref="7a480eace4446661bacca94c57499f01" args="(const vec &amp;beta0)" -->
109void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const vec &amp;beta0)</td></tr>
110
111<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2b528b7a41ca67163152142f5404051"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="d2b528b7a41ca67163152142f5404051" args="(const BMEF *BM0)" -->
112virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#d2b528b7a41ca67163152142f5404051">set_statistics</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *BM0)</td></tr>
113
114<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">get statistics from another model <br></td></tr>
115<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bf58deb99af2a6cc674f13ff90300de6"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="bf58deb99af2a6cc674f13ff90300de6" args="(const vec &amp;data, const double w)" -->
116virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#bf58deb99af2a6cc674f13ff90300de6">bayes</a> (const vec &amp;data, const double w)</td></tr>
117
118<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted update of sufficient statistics (Bayes rule). <br></td></tr>
[290]119<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62d2e4691bed41a1efa6b9c2e35e5c67"></a><!-- doxytag: member="bdm::multiBM::_copy_" ref="62d2e4691bed41a1efa6b9c2e35e5c67" args="() const " -->
120<a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#62d2e4691bed41a1efa6b9c2e35e5c67">_copy_</a> () const </td></tr>
[259]121
122<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flatten the posterior as if to keep nu0 data. <br></td></tr>
[270]123<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
[259]124<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::multiBM::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" -->
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"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::multiBM::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " -->
129vec&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>
130
131<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br></td></tr>
[270]132<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::multiBM::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " -->
133virtual <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>
[259]134
[275]135<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>
[270]136<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::multiBM::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
137virtual <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>
[259]138
[270]139<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a conditional density 1-step ahead predictor. <br></td></tr>
140<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
[269]141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::multiBM::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " -->
[270]142const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr>
[269]143
144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::multiBM::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" -->
[270]145void&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>
[269]146
[271]147<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::multiBM::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" -->
148void&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>
149
[259]150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::multiBM::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " -->
[270]151double&nbsp;</td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr>
[259]152
153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::multiBM::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" -->
[270]154void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr>
[259]155
156<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
157<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9ecc6878abbd20eb8d8e43b6ab3f941a"></a><!-- doxytag: member="bdm::multiBM::est" ref="9ecc6878abbd20eb8d8e43b6ab3f941a" args="" -->
158<a class="el" href="classbdm_1_1eDirich.html">eDirich</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#9ecc6878abbd20eb8d8e43b6ab3f941a">est</a></td></tr>
159
160<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Conjugate prior and posterior. <br></td></tr>
161<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="044263356944c92209eecd39a5187d25"></a><!-- doxytag: member="bdm::multiBM::beta" ref="044263356944c92209eecd39a5187d25" args="" -->
162vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#044263356944c92209eecd39a5187d25">beta</a></td></tr>
163
164<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Pointer inside est to sufficient statistics. <br></td></tr>
165<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1331865e10fb1ccef65bb4c47fa3be64"></a><!-- doxytag: member="bdm::multiBM::frg" ref="1331865e10fb1ccef65bb4c47fa3be64" args="" -->
166double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#1331865e10fb1ccef65bb4c47fa3be64">frg</a></td></tr>
167
168<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">forgetting factor <br></td></tr>
169<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="06e7b3ac03e10017d4288c76888e2865"></a><!-- doxytag: member="bdm::multiBM::last_lognc" ref="06e7b3ac03e10017d4288c76888e2865" args="" -->
170double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#06e7b3ac03e10017d4288c76888e2865">last_lognc</a></td></tr>
171
172<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">cached value of lognc() in the previous step (used in evaluation of <code>ll</code> ) <br></td></tr>
[269]173<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::multiBM::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" -->
174<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>
175
176<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br></td></tr>
[259]177<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::multiBM::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" -->
178double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr>
179
180<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr>
181<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::multiBM::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" -->
182bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr>
183
184<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>
[290]185<tr><td colspan="2"><br><h2>Extension to conditional BM</h2></td></tr>
186<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>
187<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::multiBM::_rvc" ref="b5e8e016be16e4029c789063cb3f3b33" args="() const " -->
188const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr>
189
190<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
191<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::multiBM::condition" ref="6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" -->
192virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4">condition</a> (const vec &amp;val)</td></tr>
193
194<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br></td></tr>
195<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="de95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::multiBM::rvc" ref="de95c590d650b2db423d53992f0906cb" args="" -->
196<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">rvc</a></td></tr>
197
198<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br></td></tr>
199<tr><td colspan="2"><br><h2>Logging of results</h2></td></tr>
200<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="224dd68a83c1472b43163763fa93c477"></a><!-- doxytag: member="bdm::multiBM::set_options" ref="224dd68a83c1472b43163763fa93c477" args="(const string &amp;opt)" -->
201void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#224dd68a83c1472b43163763fa93c477">set_options</a> (const string &amp;opt)</td></tr>
202
203<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string. <br></td></tr>
204<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aa5d1f7e638db229403e3917bf155ee3"></a><!-- doxytag: member="bdm::multiBM::log_add" ref="aa5d1f7e638db229403e3917bf155ee3" args="(logger *L, const string &amp;name=&quot;&quot;)" -->
205void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#aa5d1f7e638db229403e3917bf155ee3">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> *L, const string &amp;name=&quot;&quot;)</td></tr>
206
207<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>
208<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0647606eefbf294623bf664971c7d461"></a><!-- doxytag: member="bdm::multiBM::logit" ref="0647606eefbf294623bf664971c7d461" args="(logger *L)" -->
209void&nbsp;</td><td class="memItemRight" valign="bottom"><b>logit</b> (<a class="el" href="classbdm_1_1logger.html">logger</a> *L)</td></tr>
210
211<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::multiBM::LIDs" ref="109c1a626a69031658e3a44e9e500cca" args="" -->
212ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr>
213
214<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">IDs of storages in loggers. <br></td></tr>
215<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a5e0000d2c9df99b029eceff222f7d77"></a><!-- doxytag: member="bdm::multiBM::opt_L_bounds" ref="a5e0000d2c9df99b029eceff222f7d77" args="" -->
216bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a5e0000d2c9df99b029eceff222f7d77">opt_L_bounds</a></td></tr>
217
218<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Option for logging bounds. <br></td></tr>
[259]219</table>
[290]220<hr><a name="_details"></a><h2>Detailed Description</h2>
221Estimator for Multinomial density. <hr><h2>Member Function Documentation</h2>
[259]222<a class="anchor" name="1e4bf41b61937fd80f34049742e23f95"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="1e4bf41b61937fd80f34049742e23f95" args="(const vec &amp;dt)" -->
223<div class="memitem">
224<div class="memproto">
225      <table class="memname">
226        <tr>
227          <td class="memname">void bdm::multiBM::bayes           </td>
228          <td>(</td>
229          <td class="paramtype">const vec &amp;&nbsp;</td>
230          <td class="paramname"> <em>dt</em>          </td>
231          <td>&nbsp;)&nbsp;</td>
232          <td><code> [inline, virtual]</code></td>
233        </tr>
234      </table>
235</div>
236<div class="memdoc">
237
238<p>
239Incremental Bayes rule.
240<p>
241<dl compact><dt><b>Parameters:</b></dt><dd>
242  <table border="0" cellspacing="2" cellpadding="0">
243    <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr>
244  </table>
245</dl>
246
247<p>Reimplemented from <a class="el" href="classbdm_1_1BMEF.html#c287f4c0c1ea31b91572ec45351838f1">bdm::BMEF</a>.</p>
248
[290]249<p>References <a class="el" href="libEF_8h-source.html#l00265">beta</a>, <a class="el" href="libEF_8h-source.html#l00263">est</a>, <a class="el" href="libBM_8h-source.html#l00636">bdm::BM::evalll</a>, <a class="el" href="libEF_8h-source.html#l00077">bdm::BMEF::frg</a>, <a class="el" href="libEF_8h-source.html#l00079">bdm::BMEF::last_lognc</a>, <a class="el" href="libBM_8h-source.html#l00634">bdm::BM::ll</a>, and <a class="el" href="libEF_8h-source.html#l00245">bdm::eDirich::lognc()</a>.</p>
[259]250
251</div>
252</div><p>
253<a class="anchor" name="e157b607c1e3fa91d42aeea44458e2bf"></a><!-- doxytag: member="bdm::multiBM::logpred" ref="e157b607c1e3fa91d42aeea44458e2bf" args="(const vec &amp;dt) const " -->
254<div class="memitem">
255<div class="memproto">
256      <table class="memname">
257        <tr>
258          <td class="memname">double bdm::multiBM::logpred           </td>
259          <td>(</td>
260          <td class="paramtype">const vec &amp;&nbsp;</td>
261          <td class="paramname"> <em>dt</em>          </td>
262          <td>&nbsp;)&nbsp;</td>
263          <td> const<code> [inline, virtual]</code></td>
264        </tr>
265      </table>
266</div>
267<div class="memdoc">
268
269<p>
270Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out.
271<p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">bdm::BM</a>.</p>
272
[290]273<p>References <a class="el" href="libEF_8h-source.html#l00255">bdm::eDirich::_beta()</a>, <a class="el" href="libEF_8h-source.html#l00265">beta</a>, <a class="el" href="libEF_8h-source.html#l00263">est</a>, <a class="el" href="libBM_8h-source.html#l00636">bdm::BM::evalll</a>, <a class="el" href="libEF_8h-source.html#l00077">bdm::BMEF::frg</a>, <a class="el" href="libEF_8h-source.html#l00079">bdm::BMEF::last_lognc</a>, and <a class="el" href="libEF_8h-source.html#l00245">bdm::eDirich::lognc()</a>.</p>
[259]274
275</div>
276</div><p>
277<hr>The documentation for this class was generated from the following file:<ul>
[261]278<li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
[259]279</div>
[290]280<hr size="1"><address style="text-align: right;"><small>Generated on Fri Mar 6 15:01:39 2009 for mixpp by&nbsp;
[259]281<a href="http://www.doxygen.org/index.html">
[290]282<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
[259]283</body>
284</html>
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