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3<title>mixpp: mpdf Class Reference</title>
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26<h1>mpdf Class Reference</h1><!-- doxytag: class="mpdf" -->Conditional probability density, e.g. modeling some dependencies. 
27<a href="#_details">More...</a>
28<p>
29<code>#include &lt;<a class="el" href="libBM_8h-source.html">libBM.h</a>&gt;</code>
30<p>
31<div class="dynheader">
32Inheritance diagram for mpdf:</div>
33<div class="dynsection">
34<p><center><img src="classmpdf__inherit__graph.png" border="0" usemap="#mpdf__inherit__map" alt="Inheritance graph"></center>
35<map name="mpdf__inherit__map">
36<area shape="rect" href="classmEF.html" title="Exponential family model." alt="" coords="103,84,151,111"><area shape="rect" href="classmepdf.html" title="Unconditional mpdf, allows using epdf in the role of mpdf." alt="" coords="175,84,236,111"><area shape="rect" href="classmmix.html" title="Mixture of mpdfs with constant weights, all mpdfs are of equal type." alt="" coords="260,84,316,111"><area shape="rect" href="classmprod.html" title="Chain rule decomposition of epdf." alt="" coords="340,84,404,111"><area shape="rect" href="classmgamma.html" title="Gamma random walk." alt="" coords="16,161,99,188"><area shape="rect" href="classmlnorm.html" title="Normal distributed linear function with linear function of mean value;." alt="" coords="123,161,253,188"><area shape="rect" href="classmgamma__fix.html" title="Gamma random walk around a fixed point." alt="" coords="5,239,109,265"><area shape="rect" href="classmerger.html" title="Function for general combination of pdfs." alt="" coords="339,161,405,188"></map>
37<center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div>
38<div class="dynheader">
39Collaboration diagram for mpdf:</div>
40<div class="dynsection">
41<p><center><img src="classmpdf__coll__graph.png" border="0" usemap="#mpdf__coll__map" alt="Collaboration graph"></center>
42<map name="mpdf__coll__map">
43<area shape="rect" href="classRV.html" title="Class representing variables, most often random variables." alt="" coords="17,7,55,31"><area shape="rect" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density." alt="" coords="51,96,96,120"></map>
44<center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div>
45
46<p>
47<a href="classmpdf-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
48<tr><td></td></tr>
49<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
50<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">samplecond</a> (const vec &amp;cond, double &amp;ll)</td></tr>
51
52<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns the required moment of the <a class="el" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>.  <a href="#3f172b79ec4a5ebc87898a5381141f1b"></a><br></td></tr>
53<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#0e37163660f93df2a4d723cedb1da89c">samplecond</a> (const vec &amp;cond, vec &amp;ll, int N)</td></tr>
54
55<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#0e37163660f93df2a4d723cedb1da89c"></a><br></td></tr>
56<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0f95a0cc6ab40611f46804682446ed83"></a><!-- doxytag: member="mpdf::condition" ref="0f95a0cc6ab40611f46804682446ed83" args="(const vec &amp;cond)" -->
57virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">condition</a> (const vec &amp;cond)</td></tr>
58
59<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Update <code>ep</code> so that it represents this <a class="el" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> conditioned on <code>rvc</code> = cond. <br></td></tr>
60<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="80b738ece5bd4f8c4edaee4b38906f91"></a><!-- doxytag: member="mpdf::evalcond" ref="80b738ece5bd4f8c4edaee4b38906f91" args="(const vec &amp;dt, const vec &amp;cond)" -->
61virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91">evalcond</a> (const vec &amp;dt, const vec &amp;cond)</td></tr>
62
63<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Shortcut for conditioning and evaluation of the internal <a class="el" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>. In some cases, this operation can be implemented efficiently. <br></td></tr>
64<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6788be9f3a888796499c5293a318fcfb"></a><!-- doxytag: member="mpdf::~mpdf" ref="6788be9f3a888796499c5293a318fcfb" args="()" -->
65virtual&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">~mpdf</a> ()</td></tr>
66
67<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Destructor for future use;. <br></td></tr>
68<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="581ecf362185d37c08bb31cb9d046d6f"></a><!-- doxytag: member="mpdf::mpdf" ref="581ecf362185d37c08bb31cb9d046d6f" args="(const RV &amp;rv0, const RV &amp;rvc0)" -->
69&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">mpdf</a> (const <a class="el" href="classRV.html">RV</a> &amp;rv0, const <a class="el" href="classRV.html">RV</a> &amp;rvc0)</td></tr>
70
71<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr>
72<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ec9c850305984582548e8deb64f0ffe8"></a><!-- doxytag: member="mpdf::_rvc" ref="ec9c850305984582548e8deb64f0ffe8" args="()" -->
73<a class="el" href="classRV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8">_rvc</a> ()</td></tr>
74
75<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
76<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1e71ad4c66d5884c82d4a3b06b42fe32"></a><!-- doxytag: member="mpdf::_rv" ref="1e71ad4c66d5884c82d4a3b06b42fe32" args="()" -->
77<a class="el" href="classRV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#1e71ad4c66d5884c82d4a3b06b42fe32">_rv</a> ()</td></tr>
78
79<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
80<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e17780ee5b2cfe05922a6c56af1462f8"></a><!-- doxytag: member="mpdf::_epdf" ref="e17780ee5b2cfe05922a6c56af1462f8" args="()" -->
81<a class="el" href="classepdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">_epdf</a> ()</td></tr>
82
83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
84<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f6687c07ff07d47812dd565368ca59eb"></a><!-- doxytag: member="mpdf::rv" ref="f6687c07ff07d47812dd565368ca59eb" args="" -->
86<a class="el" href="classRV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">rv</a></td></tr>
87
88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">modeled random variable <br></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="acb7dda792b3cd5576f39fa3129abbab"></a><!-- doxytag: member="mpdf::rvc" ref="acb7dda792b3cd5576f39fa3129abbab" args="" -->
90<a class="el" href="classRV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">rvc</a></td></tr>
91
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr>
93<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7aa894208a32f3487827df6d5054424c"></a><!-- doxytag: member="mpdf::ep" ref="7aa894208a32f3487827df6d5054424c" args="" -->
94<a class="el" href="classepdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">ep</a></td></tr>
95
96<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer to internal <a class="el" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <br></td></tr>
97</table>
98<hr><a name="_details"></a><h2>Detailed Description</h2>
99Conditional probability density, e.g. modeling some dependencies. <hr><h2>Member Function Documentation</h2>
100<a class="anchor" name="3f172b79ec4a5ebc87898a5381141f1b"></a><!-- doxytag: member="mpdf::samplecond" ref="3f172b79ec4a5ebc87898a5381141f1b" args="(const vec &amp;cond, double &amp;ll)" -->
101<div class="memitem">
102<div class="memproto">
103      <table class="memname">
104        <tr>
105          <td class="memname">virtual vec mpdf::samplecond           </td>
106          <td>(</td>
107          <td class="paramtype">const vec &amp;&nbsp;</td>
108          <td class="paramname"> <em>cond</em>, </td>
109        </tr>
110        <tr>
111          <td class="paramkey"></td>
112          <td></td>
113          <td class="paramtype">double &amp;&nbsp;</td>
114          <td class="paramname"> <em>ll</em></td><td>&nbsp;</td>
115        </tr>
116        <tr>
117          <td></td>
118          <td>)</td>
119          <td></td><td></td><td><code> [inline, virtual]</code></td>
120        </tr>
121      </table>
122</div>
123<div class="memdoc">
124
125<p>
126Returns the required moment of the <a class="el" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>.
127<p>
128Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. <dl compact><dt><b>Parameters:</b></dt><dd>
129  <table border="0" cellspacing="2" cellpadding="0">
130    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
131    <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
132  </table>
133</dl>
134
135<p>Reimplemented in <a class="el" href="classmprod.html#a48887eb8738a9e5550bfc38eb8e9d68">mprod</a>.</p>
136
137<p>References <a class="el" href="libBM_8h-source.html#l00207">condition()</a>, <a class="el" href="libBM_8h-source.html#l00190">ep</a>, <a class="el" href="classepdf.html#6aef3eca74899692503769c18add1a4c">epdf::evalpdflog()</a>, and <a class="el" href="classepdf.html#8019654e494bf5e458f6fb947e11b262">epdf::sample()</a>.</p>
138
139<p>Referenced by <a class="el" href="libPF_8h-source.html#l00137">MPF&lt; BM_T &gt;::bayes()</a>, and <a class="el" href="libPF_8cpp-source.html#l00007">PF::bayes()</a>.</p>
140
141</div>
142</div><p>
143<a class="anchor" name="0e37163660f93df2a4d723cedb1da89c"></a><!-- doxytag: member="mpdf::samplecond" ref="0e37163660f93df2a4d723cedb1da89c" args="(const vec &amp;cond, vec &amp;ll, int N)" -->
144<div class="memitem">
145<div class="memproto">
146      <table class="memname">
147        <tr>
148          <td class="memname">virtual mat mpdf::samplecond           </td>
149          <td>(</td>
150          <td class="paramtype">const vec &amp;&nbsp;</td>
151          <td class="paramname"> <em>cond</em>, </td>
152        </tr>
153        <tr>
154          <td class="paramkey"></td>
155          <td></td>
156          <td class="paramtype">vec &amp;&nbsp;</td>
157          <td class="paramname"> <em>ll</em>, </td>
158        </tr>
159        <tr>
160          <td class="paramkey"></td>
161          <td></td>
162          <td class="paramtype">int&nbsp;</td>
163          <td class="paramname"> <em>N</em></td><td>&nbsp;</td>
164        </tr>
165        <tr>
166          <td></td>
167          <td>)</td>
168          <td></td><td></td><td><code> [inline, virtual]</code></td>
169        </tr>
170      </table>
171</div>
172<div class="memdoc">
173
174<p>
175Returns.
176<p>
177<dl compact><dt><b>Parameters:</b></dt><dd>
178  <table border="0" cellspacing="2" cellpadding="0">
179    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. </td></tr>
180    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
181    <tr><td valign="top"></td><td valign="top"><em>ll</em>&nbsp;</td><td>is a return value of log-likelihood of the sample. </td></tr>
182  </table>
183</dl>
184
185<p>Reimplemented in <a class="el" href="classmprod.html#e171c40e210539c2af01d6237785620b">mprod</a>.</p>
186
187<p>References <a class="el" href="libBM_8h-source.html#l00207">condition()</a>, <a class="el" href="libBM_8h-source.html#l00069">RV::count()</a>, <a class="el" href="libBM_8h-source.html#l00190">ep</a>, <a class="el" href="classepdf.html#6aef3eca74899692503769c18add1a4c">epdf::evalpdflog()</a>, <a class="el" href="libBM_8h-source.html#l00186">rv</a>, and <a class="el" href="classepdf.html#8019654e494bf5e458f6fb947e11b262">epdf::sample()</a>.</p>
188
189</div>
190</div><p>
191<hr>The documentation for this class was generated from the following file:<ul>
192<li>work/git/mixpp/bdm/stat/<a class="el" href="libBM_8h-source.html">libBM.h</a></ul>
193</div>
194<hr size="1"><address style="text-align: right;"><small>Generated on Tue Sep 23 16:00:54 2008 for mixpp by&nbsp;
195<a href="http://www.doxygen.org/index.html">
196<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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