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73<h1>bdm::multiBM Class Reference</h1><!-- doxytag: class="bdm::multiBM" --><!-- doxytag: inherits="bdm::BMEF" -->
74<p>Estimator for Multinomial density. 
75<a href="#_details">More...</a></p>
76<hr/><a name="_details"></a><h2>Detailed Description</h2>
77<p>Estimator for Multinomial density. </p>
78
79<p><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code></p>
80
81<p><a href="classbdm_1_1multiBM-members.html">List of all members.</a></p>
82<table border="0" cellpadding="0" cellspacing="0">
83<tr><td colspan="2"><h2>Public Member Functions</h2></td></tr>
84<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4dd6d9522a8a605776d21bac9bd9daf"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="ac4dd6d9522a8a605776d21bac9bd9daf" args="()" -->
85&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#ac4dd6d9522a8a605776d21bac9bd9daf">multiBM</a> ()</td></tr>
86<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br/></td></tr>
87<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac4378cf8037f6bed29c74eea63344b31"></a><!-- doxytag: member="bdm::multiBM::multiBM" ref="ac4378cf8037f6bed29c74eea63344b31" args="(const multiBM &amp;B)" -->
88&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#ac4378cf8037f6bed29c74eea63344b31">multiBM</a> (const <a class="el" href="classbdm_1_1multiBM.html">multiBM</a> &amp;B)</td></tr>
89<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Copy constructor. <br/></td></tr>
90<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="adbe6b90d410dc062a233d1dc09eeba52"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="adbe6b90d410dc062a233d1dc09eeba52" args="(const BM *mB0)" -->
91void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#adbe6b90d410dc062a233d1dc09eeba52">set_statistics</a> (const <a class="el" href="classbdm_1_1BM.html">BM</a> *mB0)</td></tr>
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Sets sufficient statistics to match that of givefrom mB0. <br/></td></tr>
93<tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a1e4bf41b61937fd80f34049742e23f95">bayes</a> (const vec &amp;dt)</td></tr>
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#a1e4bf41b61937fd80f34049742e23f95"></a><br/></td></tr>
95<tr><td class="memItemLeft" align="right" valign="top">double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#ae157b607c1e3fa91d42aeea44458e2bf">logpred</a> (const vec &amp;dt) const </td></tr>
96<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaaeb18c989088feb8d26d300e4971732"></a><!-- doxytag: member="bdm::multiBM::flatten" ref="aaaeb18c989088feb8d26d300e4971732" args="(const BMEF *B)" -->
97void&nbsp;</td><td class="memItemRight" valign="bottom"><b>flatten</b> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *B)</td></tr>
98<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a31ff93f89473f099e489b9e1dc8d9513"></a><!-- doxytag: member="bdm::multiBM::posterior" ref="a31ff93f89473f099e489b9e1dc8d9513" args="() const " -->
99const <a class="el" href="classbdm_1_1eDirich.html">eDirich</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a31ff93f89473f099e489b9e1dc8d9513">posterior</a> () const </td></tr>
100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return correctly typed posterior (covariant return) <br/></td></tr>
101<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7a480eace4446661bacca94c57499f01"></a><!-- doxytag: member="bdm::multiBM::set_parameters" ref="a7a480eace4446661bacca94c57499f01" args="(const vec &amp;beta0)" -->
102void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a7a480eace4446661bacca94c57499f01">set_parameters</a> (const vec &amp;beta0)</td></tr>
103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">constructor function <br/></td></tr>
104<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad2b528b7a41ca67163152142f5404051"></a><!-- doxytag: member="bdm::multiBM::set_statistics" ref="ad2b528b7a41ca67163152142f5404051" args="(const BMEF *BM0)" -->
105virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#ad2b528b7a41ca67163152142f5404051">set_statistics</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *BM0)</td></tr>
106<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">get statistics from another model <br/></td></tr>
107<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="abf58deb99af2a6cc674f13ff90300de6"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="abf58deb99af2a6cc674f13ff90300de6" args="(const vec &amp;data, const double w)" -->
108virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#abf58deb99af2a6cc674f13ff90300de6">bayes</a> (const vec &amp;data, const double w)</td></tr>
109<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted update of sufficient statistics (Bayes rule). <br/></td></tr>
110<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab2916a2e71a958665054473124d5e749"></a><!-- doxytag: member="bdm::multiBM::flatten" ref="ab2916a2e71a958665054473124d5e749" args="(const BMEF *B)" -->
111virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#ab2916a2e71a958665054473124d5e749">flatten</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *B)</td></tr>
112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flatten the posterior according to the given <a class="el" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> (of the same type!). <br/></td></tr>
113<tr><td class="memItemLeft" align="right" valign="top"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a62d2e4691bed41a1efa6b9c2e35e5c67">_copy_</a> () const </td></tr>
114<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Copy function required in vectors, Arrays of <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> etc. Have to be DELETED manually! Prototype:.  <a href="#a62d2e4691bed41a1efa6b9c2e35e5c67"></a><br/></td></tr>
115<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a23c6a8f71f922023ab08dcb0487a86de"></a><!-- doxytag: member="bdm::multiBM::from_setting" ref="a23c6a8f71f922023ab08dcb0487a86de" args="(const Setting &amp;set)" -->
116void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a23c6a8f71f922023ab08dcb0487a86de">from_setting</a> (const Setting &amp;set)</td></tr>
117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method arrange instance properties according the data stored in the Setting structure. <br/></td></tr>
118<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::multiBM::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" -->
119virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr>
121<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::multiBM::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
122virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr>
123<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr>
124<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::multiBM::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" -->
125virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr>
126<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr>
127<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
128<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpfb3595af27ed8bd142c95323c0dab340"></a> </p>
129<br/><br/></div></td></tr>
130<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::multiBM::bayesB" ref="a1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" -->
131virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a1dee3fddaf021e62d925289660a707dc">bayesB</a> (const mat &amp;Dt)</td></tr>
132<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br/></td></tr>
133<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::multiBM::logpred_m" ref="a0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " -->
134vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a0e8ebe61fb14990abe1254bd3dda5fae">logpred_m</a> (const mat &amp;dt) const </td></tr>
135<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br/></td></tr>
136<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::multiBM::epredictor" ref="a688d7a2aced1e06aa1c468d73a9e5eba" args="() const " -->
137virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
138<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_20.png"/>. <br/></td></tr>
139<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::multiBM::predictor" ref="a598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
140virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs conditional density of 1-step ahead predictor <img class="formulaInl" alt="$ f(d_{t+1} |d_{t+h-1}, \ldots d_{t}) $" src="form_21.png"/>. <br/></td></tr>
142<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
143<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> access function </p>
144<br/><br/></div></td></tr>
145<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::multiBM::_drv" ref="aff2d8755ba0b3def927d31305c03b09c" args="() const " -->
146const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr>
147<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::multiBM::set_drv" ref="af135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" -->
148void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#af135ae6dce7e9f30c9f88229c7930b96">set_drv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr>
149<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr>
150<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::multiBM::set_rv" ref="ab38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" -->
151void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ab38d92f17620813ad872d86e01a26e5e">set_rv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr>
152<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access to rv of the posterior <br/></td></tr>
153<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::multiBM::_ll" ref="a5be65d37dedfe33a3671e7065f523a70" args="() const " -->
154double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a5be65d37dedfe33a3671e7065f523a70">_ll</a> () const </td></tr>
155<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return internal log-likelihood of the last data vector <br/></td></tr>
156<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::multiBM::set_evalll" ref="a236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" -->
157void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a236b3abbcc93594fc97cd86d82c1a83f">set_evalll</a> (bool evl0)</td></tr>
158<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">switch evaluation of log-likelihood on/off <br/></td></tr>
159<tr><td colspan="2"><h2>Protected Attributes</h2></td></tr>
160<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9ecc6878abbd20eb8d8e43b6ab3f941a"></a><!-- doxytag: member="bdm::multiBM::est" ref="a9ecc6878abbd20eb8d8e43b6ab3f941a" args="" -->
161<a class="el" href="classbdm_1_1eDirich.html">eDirich</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a9ecc6878abbd20eb8d8e43b6ab3f941a">est</a></td></tr>
162<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Conjugate prior and posterior. <br/></td></tr>
163<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a044263356944c92209eecd39a5187d25"></a><!-- doxytag: member="bdm::multiBM::beta" ref="a044263356944c92209eecd39a5187d25" args="" -->
164vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html#a044263356944c92209eecd39a5187d25">beta</a></td></tr>
165<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Pointer inside est to sufficient statistics. <br/></td></tr>
166<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1331865e10fb1ccef65bb4c47fa3be64"></a><!-- doxytag: member="bdm::multiBM::frg" ref="a1331865e10fb1ccef65bb4c47fa3be64" args="" -->
167double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a1331865e10fb1ccef65bb4c47fa3be64">frg</a></td></tr>
168<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">forgetting factor <br/></td></tr>
169<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a06e7b3ac03e10017d4288c76888e2865"></a><!-- doxytag: member="bdm::multiBM::last_lognc" ref="a06e7b3ac03e10017d4288c76888e2865" args="" -->
170double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a06e7b3ac03e10017d4288c76888e2865">last_lognc</a></td></tr>
171<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>
172<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::multiBM::drv" ref="ac400357e37d27a4834b2b1d9211009ed" args="" -->
173<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ac400357e37d27a4834b2b1d9211009ed">drv</a></td></tr>
174<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br/></td></tr>
175<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::multiBM::ll" ref="a4064b6559d962633e4372b12f4cd204a" args="" -->
176double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a4064b6559d962633e4372b12f4cd204a">ll</a></td></tr>
177<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br/></td></tr>
178<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afaff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::multiBM::evalll" ref="afaff0ad12556fe7dc0e2807d4fd938ee" args="" -->
179bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#afaff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr>
180<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>
181<tr><td colspan="2"><h2>Extension to conditional BM</h2></td></tr>
182<tr><td colspan="2"><p><a class="anchor" id="amgrp74e1db869c28ea37aac65bd658ff5da4"></a> This extension is useful e.g. in Marginalized Particle Filter (<a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>). Alternatively, it can be used for automated connection to <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> when the condition is observed </p>
183<br/><br/></td></tr>
184<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::multiBM::_rvc" ref="ab5e8e016be16e4029c789063cb3f3b33" args="() const " -->
185const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ab5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr>
186<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr>
187<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::multiBM::condition" ref="a6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" -->
188virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a6799f4b16a6a59ed58b1d0d6e17116f4">condition</a> (const vec &amp;val)</td></tr>
189<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br/></td></tr>
190<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ade95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::multiBM::rvc" ref="ade95c590d650b2db423d53992f0906cb" args="" -->
191<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ade95c590d650b2db423d53992f0906cb">rvc</a></td></tr>
192<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br/></td></tr>
193<tr><td colspan="2"><h2>Logging of results</h2></td></tr>
194<tr><td colspan="2"><p><a class="anchor" id="amgrp5b751fa78120752d90ae4487df3bfa73"></a> </p>
195<br/><br/></td></tr>
196<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aadb539fa2585c8a2a91c54e5aebf330e"></a><!-- doxytag: member="bdm::multiBM::set_options" ref="aadb539fa2585c8a2a91c54e5aebf330e" args="(const string &amp;opt)" -->
197virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#aadb539fa2585c8a2a91c54e5aebf330e">set_options</a> (const string &amp;opt)</td></tr>
198<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string, recognized are: "logbounds,logll". <br/></td></tr>
199<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::multiBM::log_add" ref="a2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" -->
200virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a2298ca6af9b13a78a4c9e18ab43f1827">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L, const string &amp;name=&quot;&quot;)</td></tr>
201<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>
202<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::multiBM::logit" ref="ab517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" -->
203virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ab517e1679eaa94e803ea4cd0b8efbcd7">logit</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr>
204<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Save results to the given <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a>, details of what is stored is configured by <code>LIDs</code> and <code>options</code>. <br/></td></tr>
205<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::multiBM::LIDs" ref="a109c1a626a69031658e3a44e9e500cca" args="" -->
206ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr>
207<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll]. <br/></td></tr>
208<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a398b7e7a162cf37d0022d6126495f207"></a><!-- doxytag: member="bdm::multiBM::LFlags" ref="a398b7e7a162cf37d0022d6126495f207" args="" -->
209ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a398b7e7a162cf37d0022d6126495f207">LFlags</a></td></tr>
210<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Flags for logging - same size as LIDs, each entry correspond to the same in LIDs. <br/></td></tr>
211</table>
212<hr/><h2>Member Function Documentation</h2>
213<a class="anchor" id="a62d2e4691bed41a1efa6b9c2e35e5c67"></a><!-- doxytag: member="bdm::multiBM::_copy_" ref="a62d2e4691bed41a1efa6b9c2e35e5c67" args="() const " -->
214<div class="memitem">
215<div class="memproto">
216      <table class="memname">
217        <tr>
218          <td class="memname"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a>* bdm::BMEF::_copy_ </td>
219          <td>(</td>
220          <td class="paramname"></td>
221          <td>&nbsp;)&nbsp;</td>
222          <td> const<code> [inline, virtual, inherited]</code></td>
223        </tr>
224      </table>
225</div>
226<div class="memdoc">
227
228<p>Copy function required in vectors, Arrays of <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> etc. Have to be DELETED manually! Prototype:. </p>
229<div class="fragment"><pre class="fragment"> BM* <a class="code" href="classbdm_1_1BMEF.html#a62d2e4691bed41a1efa6b9c2e35e5c67" title="Copy function required in vectors, Arrays of BM etc. Have to be DELETED manually!...">_copy_</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <span class="keyword">new</span> BM(*<span class="keyword">this</span>);}
230</pre></div> 
231<p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#a40f01563651c1e4fe926189e41a6b8ab">bdm::BM</a>.</p>
232
233<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#aca0b54c0997cfd567f49377af5def106">bdm::ARX</a>, and <a class="el" href="classbdm_1_1ARXfrg.html#a420f3f195d231723f2f2329ec900de60">bdm::ARXfrg</a>.</p>
234
235<p>References <a class="el" href="bdmerror_8h_source.html#l00051">bdm_error</a>.</p>
236
237<p>Referenced by <a class="el" href="mixtures_8cpp_source.html#l00007">bdm::MixEF::init()</a>.</p>
238
239</div>
240</div>
241<a class="anchor" id="a1e4bf41b61937fd80f34049742e23f95"></a><!-- doxytag: member="bdm::multiBM::bayes" ref="a1e4bf41b61937fd80f34049742e23f95" args="(const vec &amp;dt)" -->
242<div class="memitem">
243<div class="memproto">
244      <table class="memname">
245        <tr>
246          <td class="memname">void bdm::multiBM::bayes </td>
247          <td>(</td>
248          <td class="paramtype">const vec &amp;&nbsp;</td>
249          <td class="paramname"> <em>dt</em></td>
250          <td>&nbsp;)&nbsp;</td>
251          <td><code> [inline, virtual]</code></td>
252        </tr>
253      </table>
254</div>
255<div class="memdoc">
256
257<p>Incremental Bayes rule. </p>
258<dl><dt><b>Parameters:</b></dt><dd>
259  <table border="0" cellspacing="2" cellpadding="0">
260    <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr>
261  </table>
262  </dd>
263</dl>
264
265<p>Reimplemented from <a class="el" href="classbdm_1_1BMEF.html#ac287f4c0c1ea31b91572ec45351838f1">bdm::BMEF</a>.</p>
266
267<p>References <a class="el" href="exp__family_8h_source.html#l00416">beta</a>, <a class="el" href="exp__family_8h_source.html#l00414">est</a>, <a class="el" href="bdmbase_8h_source.html#l01067">bdm::BM::evalll</a>, <a class="el" href="exp__family_8h_source.html#l00084">bdm::BMEF::frg</a>, <a class="el" href="exp__family_8h_source.html#l00086">bdm::BMEF::last_lognc</a>, <a class="el" href="bdmbase_8h_source.html#l01065">bdm::BM::ll</a>, and <a class="el" href="exp__family_8h_source.html#l00318">bdm::eDirich::lognc()</a>.</p>
268
269<p>Referenced by <a class="el" href="mixtures_8cpp_source.html#l00043">bdm::MixEF::bayesB()</a>.</p>
270
271</div>
272</div>
273<a class="anchor" id="ae157b607c1e3fa91d42aeea44458e2bf"></a><!-- doxytag: member="bdm::multiBM::logpred" ref="ae157b607c1e3fa91d42aeea44458e2bf" args="(const vec &amp;dt) const " -->
274<div class="memitem">
275<div class="memproto">
276      <table class="memname">
277        <tr>
278          <td class="memname">double bdm::multiBM::logpred </td>
279          <td>(</td>
280          <td class="paramtype">const vec &amp;&nbsp;</td>
281          <td class="paramname"> <em>dt</em></td>
282          <td>&nbsp;)&nbsp;</td>
283          <td> const<code> [inline, virtual]</code></td>
284        </tr>
285      </table>
286</div>
287<div class="memdoc">
288<p>Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out. </p>
289
290<p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#a50257e0c1e5b5c73153ea6e716ad8ae0">bdm::BM</a>.</p>
291
292<p>References <a class="el" href="exp__family_8h_source.html#l00328">bdm::eDirich::_beta()</a>, <a class="el" href="exp__family_8h_source.html#l00416">beta</a>, <a class="el" href="exp__family_8h_source.html#l00414">est</a>, <a class="el" href="bdmbase_8h_source.html#l01067">bdm::BM::evalll</a>, <a class="el" href="exp__family_8h_source.html#l00084">bdm::BMEF::frg</a>, <a class="el" href="exp__family_8h_source.html#l00086">bdm::BMEF::last_lognc</a>, and <a class="el" href="exp__family_8h_source.html#l00318">bdm::eDirich::lognc()</a>.</p>
293
294<p>Referenced by <a class="el" href="mixtures_8cpp_source.html#l00043">bdm::MixEF::bayesB()</a>.</p>
295
296</div>
297</div>
298<hr/>The documentation for this class was generated from the following file:<ul>
299<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li>
300</ul>
301</div>
302<hr size="1"/><address style="text-align: right;"><small>Generated on Thu Oct 15 00:07:50 2009 for mixpp by&nbsp;
303<a href="http://www.doxygen.org/index.html">
304<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address>
305</body>
306</html>
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