Changeset 269 for doc/html/classbdm_1_1MixEF.html
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- 02/11/09 14:15:39 (16 years ago)
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doc/html/classbdm_1_1MixEF.html
r264 r269 39 39 <p><center><img src="classbdm_1_1MixEF__inherit__graph.png" border="0" usemap="#bdm_1_1MixEF__inherit__map" alt="Inheritance graph"></center> 40 40 <map name="bdm_1_1MixEF__inherit__map"> 41 <area shape="rect" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family." alt="" coords="15,161,108,188"><area shape="rect" href="classbdm_1_1BM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities." alt="" coords="23,84,100,111"><area shape="rect" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects." alt="" coords="5,7,117,33"></map>41 <area shape="rect" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family." alt="" coords="15,161,108,188"><area shape="rect" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities." alt="" coords="23,84,100,111"><area shape="rect" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects." alt="" coords="5,7,117,33"></map> 42 42 <center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div> 43 43 <div class="dynheader"> … … 46 46 <p><center><img src="classbdm_1_1MixEF__coll__graph.png" border="0" usemap="#bdm_1_1MixEF__coll__map" alt="Collaboration graph"></center> 47 47 <map name="bdm_1_1MixEF__coll__map"> 48 <area shape="rect" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family." alt="" coords="5,3 69,99,396"><area shape="rect" href="classbdm_1_1multiBM.html" title="Estimator for Multinomial density." alt="" coords="108,465,217,492"><area shape="rect" href="classbdm_1_1BM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities." alt="" coords="13,183,91,209"><area shape="rect" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects." alt="" coords="64,7,176,33"><area shape="rect" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables." alt="" coords="83,87,157,113"><area shape="rect" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density." alt="" coords="139,183,224,209"><area shape="rect" href="classbdm_1_1eDirich.html" title="Dirichlet posterior density." alt="" coords="123,369,224,396"><area shape="rect" href="classbdm_1_1eEF.html" title="General conjugate exponential family posterior density." alt="" coords="136,263,216,289"><area shape="rect" href="classbdm_1_1eprod.html" title="Product of independent epdfs. For dependent pdfs, use mprod." alt="" coords="212,316,308,343"></map>48 <area shape="rect" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family." alt="" coords="5,385,99,412"><area shape="rect" href="classbdm_1_1multiBM.html" title="Estimator for Multinomial density." alt="" coords="108,481,217,508"><area shape="rect" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities." alt="" coords="13,199,91,225"><area shape="rect" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects." alt="" coords="64,7,176,33"><area shape="rect" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables." alt="" coords="83,87,157,113"><area shape="rect" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density." alt="" coords="139,199,224,225"><area shape="rect" href="classbdm_1_1eDirich.html" title="Dirichlet posterior density." alt="" coords="123,385,224,412"><area shape="rect" href="classbdm_1_1eEF.html" title="General conjugate exponential family posterior density." alt="" coords="136,279,216,305"><area shape="rect" href="classbdm_1_1eprod.html" title="Product of independent epdfs. For dependent pdfs, use mprod." alt="" coords="212,332,308,359"></map> 49 49 <center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div> 50 50 … … 128 128 129 129 <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> 130 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::MixEF::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " --> 131 const <a class="el" href="classbdm_1_1RV.html">RV</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#ff2d8755ba0b3def927d31305c03b09c">_drv</a> () const </td></tr> 132 133 <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> 134 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::MixEF::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &rv)" --> 135 void </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> &<a class="el" href="classbdm_1_1BM.html#18d6db4af8ee42077741d9e3618153ca">rv</a>)</td></tr> 136 137 <tr><td class="mdescLeft"> </td><td class="mdescRight">set drv <br></td></tr> 130 138 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::MixEF::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " --> 131 139 double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#5be65d37dedfe33a3671e7065f523a70">_ll</a> () const </td></tr> … … 174 182 175 183 <tr><td class="mdescLeft"> </td><td class="mdescRight">Random variable of the posterior. <br></td></tr> 184 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::MixEF::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" --> 185 <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">drv</a></td></tr> 186 187 <tr><td class="mdescLeft"> </td><td class="mdescRight">Random variable of the data (optional). <br></td></tr> 176 188 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::MixEF::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" --> 177 189 double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> … … 192 204 The characteristic feature of this model is that if the exact values of the latent variable were known, estimation of the parameters can be handled by a single model. For example, for the case of mixture models, posterior density for each component parameters would be a BayesianModel from Exponential Family.<p> 193 205 This class uses EM-style type algorithms for estimation of its parameters. Under this simplification, the posterior density is a product of exponential family members, hence under EM-style approximate estimation this class itself belongs to the exponential family.<p> 194 TODO: Extend <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> to use rvc. <hr><h2>Member Function Documentation</h2>206 TODO: Extend <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> to use rvc. <hr><h2>Member Function Documentation</h2> 195 207 <a class="anchor" name="0c2a50789b30769964a909d217125ed2"></a><!-- doxytag: member="bdm::MixEF::init" ref="0c2a50789b30769964a909d217125ed2" args="(BMEF *Com0, const mat &Data, int c=5)" --> 196 208 <div class="memitem"> … … 268 280 <li><a class="el" href="mixef_8h-source.html">mixef.h</a><li>mixef.cpp</ul> 269 281 </div> 270 <hr size="1"><address style="text-align: right;"><small>Generated on Fri Feb 6 19:50:042009 for mixpp by 282 <hr size="1"><address style="text-align: right;"><small>Generated on Wed Feb 11 10:20:51 2009 for mixpp by 271 283 <a href="http://www.doxygen.org/index.html"> 272 284 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>