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69  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1BMEF.html">BMEF</a>
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73<h1>bdm::BMEF Class Reference</h1><!-- doxytag: class="bdm::BMEF" --><!-- doxytag: inherits="bdm::BM" -->
74<p>Estimator for Exponential family. 
75<a href="#_details">More...</a></p>
76<hr/><a name="_details"></a><h2>Detailed Description</h2>
77<p>Estimator for Exponential family. </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_1BMEF-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="a2def512872ed8a4fc3b702371ec0be55"></a><!-- doxytag: member="bdm::BMEF::BMEF" ref="a2def512872ed8a4fc3b702371ec0be55" args="(double frg0=1.0)" -->
85&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a2def512872ed8a4fc3b702371ec0be55">BMEF</a> (double frg0=1.0)</td></tr>
86<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor (=empty constructor). <br/></td></tr>
87<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9662379513101405e159e76717104e62"></a><!-- doxytag: member="bdm::BMEF::BMEF" ref="a9662379513101405e159e76717104e62" args="(const BMEF &amp;B)" -->
88&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a9662379513101405e159e76717104e62">BMEF</a> (const <a class="el" href="classbdm_1_1BMEF.html">BMEF</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="ad2b528b7a41ca67163152142f5404051"></a><!-- doxytag: member="bdm::BMEF::set_statistics" ref="ad2b528b7a41ca67163152142f5404051" args="(const BMEF *BM0)" -->
91virtual 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>
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">get statistics from another model <br/></td></tr>
93<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="abf58deb99af2a6cc674f13ff90300de6"></a><!-- doxytag: member="bdm::BMEF::bayes" ref="abf58deb99af2a6cc674f13ff90300de6" args="(const vec &amp;data, const double w)" -->
94virtual 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>
95<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted update of sufficient statistics (Bayes rule). <br/></td></tr>
96<tr><td class="memItemLeft" align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#ac287f4c0c1ea31b91572ec45351838f1">bayes</a> (const vec &amp;dt)</td></tr>
97<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Incremental Bayes rule.  <a href="#ac287f4c0c1ea31b91572ec45351838f1"></a><br/></td></tr>
98<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab2916a2e71a958665054473124d5e749"></a><!-- doxytag: member="bdm::BMEF::flatten" ref="ab2916a2e71a958665054473124d5e749" args="(const BMEF *B)" -->
99virtual 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>
100<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>
101<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>
102<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>
103<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a23c6a8f71f922023ab08dcb0487a86de"></a><!-- doxytag: member="bdm::BMEF::from_setting" ref="a23c6a8f71f922023ab08dcb0487a86de" args="(const Setting &amp;set)" -->
104void&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>
105<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>
106<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaf0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::BMEF::to_string" ref="aaf0e6941ba5919cae1bc530e2181b109" args="()" -->
107virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#aaf0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br/></td></tr>
109<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::BMEF::to_setting" ref="a67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
110virtual 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>
111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br/></td></tr>
112<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::BMEF::validate" ref="a1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" -->
113virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#a1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr>
114<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br/></td></tr>
115<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
116<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpfb3595af27ed8bd142c95323c0dab340"></a> </p>
117<br/><br/></div></td></tr>
118<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::BMEF::bayesB" ref="a1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" -->
119virtual 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>
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br/></td></tr>
121<tr><td class="memItemLeft" align="right" valign="top">virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &amp;dt) const </td></tr>
122<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::BMEF::logpred_m" ref="a0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " -->
123vec&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>
124<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br/></td></tr>
125<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::BMEF::epredictor" ref="a688d7a2aced1e06aa1c468d73a9e5eba" args="() const " -->
126virtual <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>
127<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}) $" src="form_20.png"/>. <br/></td></tr>
128<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::BMEF::predictor" ref="a598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
129virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
130<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs conditional density of 1-step ahead predictor <img class="formulaInl" alt="$ f(d_{t+1} |d_{t+h-1}, \ldots d_{t}) $" src="form_21.png"/>. <br/></td></tr>
131<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
132<tr><td colspan="2"><div class="groupText"><p><a class="anchor" id="amgrpb6eb094f9e6af11f8a7d9efa9d8e3623"></a> access function </p>
133<br/><br/></div></td></tr>
134<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::BMEF::_drv" ref="aff2d8755ba0b3def927d31305c03b09c" args="() const " -->
135const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr>
136<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::BMEF::set_drv" ref="af135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" -->
137void&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>
138<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr>
139<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::BMEF::set_rv" ref="ab38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" -->
140void&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>
141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access to rv of the posterior <br/></td></tr>
142<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::BMEF::_ll" ref="a5be65d37dedfe33a3671e7065f523a70" args="() const " -->
143double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a5be65d37dedfe33a3671e7065f523a70">_ll</a> () const </td></tr>
144<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return internal log-likelihood of the last data vector <br/></td></tr>
145<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::BMEF::set_evalll" ref="a236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" -->
146void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a236b3abbcc93594fc97cd86d82c1a83f">set_evalll</a> (bool evl0)</td></tr>
147<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">switch evaluation of log-likelihood on/off <br/></td></tr>
148<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="abb7b0065d6cb722a66b371a8260121e1"></a><!-- doxytag: member="bdm::BMEF::posterior" ref="abb7b0065d6cb722a66b371a8260121e1" args="() const =0" -->
149virtual const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#abb7b0065d6cb722a66b371a8260121e1">posterior</a> () const =0</td></tr>
150<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return posterior density <br/></td></tr>
151<tr><td colspan="2"><h2>Protected Attributes</h2></td></tr>
152<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1331865e10fb1ccef65bb4c47fa3be64"></a><!-- doxytag: member="bdm::BMEF::frg" ref="a1331865e10fb1ccef65bb4c47fa3be64" args="" -->
153double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a1331865e10fb1ccef65bb4c47fa3be64">frg</a></td></tr>
154<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">forgetting factor <br/></td></tr>
155<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a06e7b3ac03e10017d4288c76888e2865"></a><!-- doxytag: member="bdm::BMEF::last_lognc" ref="a06e7b3ac03e10017d4288c76888e2865" args="" -->
156double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html#a06e7b3ac03e10017d4288c76888e2865">last_lognc</a></td></tr>
157<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>
158<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::BMEF::drv" ref="ac400357e37d27a4834b2b1d9211009ed" args="" -->
159<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>
160<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br/></td></tr>
161<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::BMEF::ll" ref="a4064b6559d962633e4372b12f4cd204a" args="" -->
162double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a4064b6559d962633e4372b12f4cd204a">ll</a></td></tr>
163<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br/></td></tr>
164<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afaff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::BMEF::evalll" ref="afaff0ad12556fe7dc0e2807d4fd938ee" args="" -->
165bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#afaff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr>
166<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>
167<tr><td colspan="2"><h2>Extension to conditional BM</h2></td></tr>
168<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>
169<br/><br/></td></tr>
170<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::BMEF::_rvc" ref="ab5e8e016be16e4029c789063cb3f3b33" args="() const " -->
171const <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>
172<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br/></td></tr>
173<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::BMEF::condition" ref="a6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &amp;val)" -->
174virtual 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>
175<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br/></td></tr>
176<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ade95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::BMEF::rvc" ref="ade95c590d650b2db423d53992f0906cb" args="" -->
177<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>
178<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br/></td></tr>
179<tr><td colspan="2"><h2>Logging of results</h2></td></tr>
180<tr><td colspan="2"><p><a class="anchor" id="amgrp5b751fa78120752d90ae4487df3bfa73"></a> </p>
181<br/><br/></td></tr>
182<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aadb539fa2585c8a2a91c54e5aebf330e"></a><!-- doxytag: member="bdm::BMEF::set_options" ref="aadb539fa2585c8a2a91c54e5aebf330e" args="(const string &amp;opt)" -->
183virtual 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>
184<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string, recognized are: "logbounds,logll". <br/></td></tr>
185<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::BMEF::log_add" ref="a2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" -->
186virtual 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>
187<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>
188<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::BMEF::logit" ref="ab517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" -->
189virtual 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>
190<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>
191<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::BMEF::LIDs" ref="a109c1a626a69031658e3a44e9e500cca" args="" -->
192ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr>
193<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>
194<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a398b7e7a162cf37d0022d6126495f207"></a><!-- doxytag: member="bdm::BMEF::LFlags" ref="a398b7e7a162cf37d0022d6126495f207" args="" -->
195ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a398b7e7a162cf37d0022d6126495f207">LFlags</a></td></tr>
196<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>
197</table>
198<hr/><h2>Member Function Documentation</h2>
199<a class="anchor" id="a62d2e4691bed41a1efa6b9c2e35e5c67"></a><!-- doxytag: member="bdm::BMEF::_copy_" ref="a62d2e4691bed41a1efa6b9c2e35e5c67" args="() const " -->
200<div class="memitem">
201<div class="memproto">
202      <table class="memname">
203        <tr>
204          <td class="memname"><a class="el" href="classbdm_1_1BMEF.html">BMEF</a>* bdm::BMEF::_copy_ </td>
205          <td>(</td>
206          <td class="paramname"></td>
207          <td>&nbsp;)&nbsp;</td>
208          <td> const<code> [inline, virtual]</code></td>
209        </tr>
210      </table>
211</div>
212<div class="memdoc">
213
214<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>
215<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>);}
216</pre></div> 
217<p>Reimplemented from <a class="el" href="classbdm_1_1BM.html#a40f01563651c1e4fe926189e41a6b8ab">bdm::BM</a>.</p>
218
219<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>
220
221<p>References <a class="el" href="bdmerror_8h_source.html#l00051">bdm_error</a>.</p>
222
223<p>Referenced by <a class="el" href="mixtures_8cpp_source.html#l00007">bdm::MixEF::init()</a>.</p>
224
225</div>
226</div>
227<a class="anchor" id="ac287f4c0c1ea31b91572ec45351838f1"></a><!-- doxytag: member="bdm::BMEF::bayes" ref="ac287f4c0c1ea31b91572ec45351838f1" args="(const vec &amp;dt)" -->
228<div class="memitem">
229<div class="memproto">
230      <table class="memname">
231        <tr>
232          <td class="memname">void bdm::BMEF::bayes </td>
233          <td>(</td>
234          <td class="paramtype">const vec &amp;&nbsp;</td>
235          <td class="paramname"> <em>dt</em></td>
236          <td>&nbsp;)&nbsp;</td>
237          <td><code> [virtual]</code></td>
238        </tr>
239      </table>
240</div>
241<div class="memdoc">
242
243<p>Incremental Bayes rule. </p>
244<dl><dt><b>Parameters:</b></dt><dd>
245  <table border="0" cellspacing="2" cellpadding="0">
246    <tr><td valign="top"></td><td valign="top"><em>dt</em>&nbsp;</td><td>vector of input data </td></tr>
247  </table>
248  </dd>
249</dl>
250
251<p>Implements <a class="el" href="classbdm_1_1BM.html#a60b1779a577367c369a932cabd3a6188">bdm::BM</a>.</p>
252
253<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#a8bdf2974052e8ce74eb0d4f3791c58a3">bdm::ARX</a>, <a class="el" href="classbdm_1_1MixEF.html#a5bd7da667da183eed1577f11dff0c1f1">bdm::MixEF</a>, and <a class="el" href="classbdm_1_1multiBM.html#a1e4bf41b61937fd80f34049742e23f95">bdm::multiBM</a>.</p>
254
255<p>References <a class="el" href="exp__family_8h_source.html#l00098">bayes()</a>.</p>
256
257</div>
258</div>
259<a class="anchor" id="a50257e0c1e5b5c73153ea6e716ad8ae0"></a><!-- doxytag: member="bdm::BMEF::logpred" ref="a50257e0c1e5b5c73153ea6e716ad8ae0" args="(const vec &amp;dt) const " -->
260<div class="memitem">
261<div class="memproto">
262      <table class="memname">
263        <tr>
264          <td class="memname">virtual double bdm::BM::logpred </td>
265          <td>(</td>
266          <td class="paramtype">const vec &amp;&nbsp;</td>
267          <td class="paramname"> <em>dt</em></td>
268          <td>&nbsp;)&nbsp;</td>
269          <td> const<code> [inline, virtual, inherited]</code></td>
270        </tr>
271      </table>
272</div>
273<div class="memdoc">
274<p>Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out. </p>
275
276<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#a080a7e531e3aa06694112863b15bc6a4">bdm::ARX</a>, <a class="el" href="classbdm_1_1MixEF.html#ada724da464a75e07521941e430929efa">bdm::MixEF</a>, and <a class="el" href="classbdm_1_1multiBM.html#ae157b607c1e3fa91d42aeea44458e2bf">bdm::multiBM</a>.</p>
277
278<p>References <a class="el" href="bdmerror_8h_source.html#l00051">bdm_error</a>.</p>
279
280<p>Referenced by <a class="el" href="bdmbase_8h_source.html#l01102">bdm::BM::logpred_m()</a>.</p>
281
282</div>
283</div>
284<hr/>The documentation for this class was generated from the following files:<ul>
285<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></li>
286<li>exp_family.cpp</li>
287</ul>
288</div>
289<hr size="1"/><address style="text-align: right;"><small>Generated on Thu Oct 15 00:07:50 2009 for mixpp by&nbsp;
290<a href="http://www.doxygen.org/index.html">
291<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address>
292</body>
293</html>
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