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| 11 | <li><a href="index.html"><span>Main Page</span></a></li> |
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| 19 | <ul> |
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| 20 | <li><a href="annotated.html"><span>Class List</span></a></li> |
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| 21 | <li><a href="hierarchy.html"><span>Class Hierarchy</span></a></li> |
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| 22 | <li><a href="functions.html"><span>Class Members</span></a></li> |
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| 23 | </ul> |
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| 24 | </div> |
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| 25 | </div> |
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| 26 | <div class="contents"> |
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| 27 | <h1>mepdf Class Reference<br> |
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| 28 | <small> |
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| 29 | [<a class="el" href="group__core.html">Core BDM classes</a>]</small> |
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| 30 | </h1><!-- doxytag: class="mepdf" --><!-- doxytag: inherits="mpdf" -->Unconditional <a class="el" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>, allows using <a class="el" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> in the role of <a class="el" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>. |
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| 31 | <a href="#_details">More...</a> |
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| 32 | <p> |
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| 33 | <code>#include <<a class="el" href="libBM_8h-source.html">libBM.h</a>></code> |
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| 34 | <p> |
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| 35 | <div class="dynheader"> |
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| 36 | Inheritance diagram for mepdf:</div> |
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| 37 | <div class="dynsection"> |
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| 38 | <p><center><img src="classmepdf__inherit__graph.png" border="0" usemap="#mepdf__inherit__map" alt="Inheritance graph"></center> |
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| 39 | <map name="mepdf__inherit__map"> |
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| 40 | <area shape="rect" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies." alt="" coords="9,7,63,33"></map> |
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| 41 | <center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div> |
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| 42 | <div class="dynheader"> |
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| 43 | Collaboration diagram for mepdf:</div> |
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| 44 | <div class="dynsection"> |
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| 45 | <p><center><img src="classmepdf__coll__graph.png" border="0" usemap="#mepdf__coll__map" alt="Collaboration graph"></center> |
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| 46 | <map name="mepdf__coll__map"> |
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| 47 | <area shape="rect" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies." alt="" coords="9,204,63,231"><area shape="rect" href="classRV.html" title="Class representing variables, most often random variables." alt="" coords="23,7,60,33"><area shape="rect" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density." alt="" coords="57,105,105,132"></map> |
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| 48 | <center><font size="2">[<a href="graph_legend.html">legend</a>]</font></center></div> |
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| 49 | |
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| 50 | <p> |
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| 51 | <a href="classmepdf-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> |
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| 52 | <tr><td></td></tr> |
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| 53 | <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> |
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| 54 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0f39973ffd94c1e20e2d8aacc4adc6fa"></a><!-- doxytag: member="mepdf::mepdf" ref="0f39973ffd94c1e20e2d8aacc4adc6fa" args="(const epdf *em)" --> |
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| 55 | </td><td class="memItemRight" valign="bottom"><a class="el" href="classmepdf.html#0f39973ffd94c1e20e2d8aacc4adc6fa">mepdf</a> (const <a class="el" href="classepdf.html">epdf</a> *em)</td></tr> |
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| 56 | |
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| 57 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Default constructor. <br></td></tr> |
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| 58 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bc87d89dbc3cf5eb6a0ad7d6d572488f"></a><!-- doxytag: member="mepdf::condition" ref="bc87d89dbc3cf5eb6a0ad7d6d572488f" args="(const vec &cond)" --> |
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| 59 | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classmepdf.html#bc87d89dbc3cf5eb6a0ad7d6d572488f">condition</a> (const vec &cond)</td></tr> |
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| 60 | |
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| 61 | <tr><td class="mdescLeft"> </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> |
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| 62 | <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">samplecond</a> (const vec &cond, double &ll)</td></tr> |
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| 63 | |
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| 64 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. <a href="#3f172b79ec4a5ebc87898a5381141f1b"></a><br></td></tr> |
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| 65 | <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#b1dae6171ee39a6a05976c7b1007a3c5">samplecond_m</a> (const vec &cond, vec &ll, int N)</td></tr> |
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| 66 | |
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| 67 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Returns. <a href="#b1dae6171ee39a6a05976c7b1007a3c5"></a><br></td></tr> |
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| 68 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2ef8a6374029d990a678782f6decebbe"></a><!-- doxytag: member="mepdf::evallogcond" ref="2ef8a6374029d990a678782f6decebbe" args="(const vec &dt, const vec &cond)" --> |
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| 69 | virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#2ef8a6374029d990a678782f6decebbe">evallogcond</a> (const vec &dt, const vec &cond)</td></tr> |
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| 70 | |
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| 71 | <tr><td class="mdescLeft"> </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> |
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| 72 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="95fcff214848f66f1b489459370573fa"></a><!-- doxytag: member="mepdf::evallogcond_m" ref="95fcff214848f66f1b489459370573fa" args="(const mat &Dt, const vec &cond)" --> |
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| 73 | virtual vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#95fcff214848f66f1b489459370573fa">evallogcond_m</a> (const mat &Dt, const vec &cond)</td></tr> |
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| 74 | |
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| 75 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr> |
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| 76 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="15ef062183b1ccdf794732d5fa0b77cd"></a><!-- doxytag: member="mepdf::_rvc" ref="15ef062183b1ccdf794732d5fa0b77cd" args="() const " --> |
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| 77 | <a class="el" href="classRV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#15ef062183b1ccdf794732d5fa0b77cd">_rvc</a> () const </td></tr> |
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| 78 | |
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| 79 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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| 80 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="71256ffb5fbd08f41d650e606a5bd585"></a><!-- doxytag: member="mepdf::_rv" ref="71256ffb5fbd08f41d650e606a5bd585" args="() const " --> |
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| 81 | <a class="el" href="classRV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#71256ffb5fbd08f41d650e606a5bd585">_rv</a> () const </td></tr> |
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| 82 | |
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| 83 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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| 84 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e17780ee5b2cfe05922a6c56af1462f8"></a><!-- doxytag: member="mepdf::_epdf" ref="e17780ee5b2cfe05922a6c56af1462f8" args="()" --> |
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| 85 | <a class="el" href="classepdf.html">epdf</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">_epdf</a> ()</td></tr> |
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| 86 | |
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| 87 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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| 88 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="75ded3b0f657cd7da6590691a810963c"></a><!-- doxytag: member="mepdf::_e" ref="75ded3b0f657cd7da6590691a810963c" args="()" --> |
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| 89 | <a class="el" href="classepdf.html">epdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#75ded3b0f657cd7da6590691a810963c">_e</a> ()</td></tr> |
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| 90 | |
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| 91 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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| 92 | <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> |
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| 93 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f6687c07ff07d47812dd565368ca59eb"></a><!-- doxytag: member="mepdf::rv" ref="f6687c07ff07d47812dd565368ca59eb" args="" --> |
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| 94 | <a class="el" href="classRV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">rv</a></td></tr> |
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| 95 | |
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| 96 | <tr><td class="mdescLeft"> </td><td class="mdescRight">modeled random variable <br></td></tr> |
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| 97 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="acb7dda792b3cd5576f39fa3129abbab"></a><!-- doxytag: member="mepdf::rvc" ref="acb7dda792b3cd5576f39fa3129abbab" args="" --> |
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| 98 | <a class="el" href="classRV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">rvc</a></td></tr> |
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| 99 | |
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| 100 | <tr><td class="mdescLeft"> </td><td class="mdescRight">random variable in condition <br></td></tr> |
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| 101 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7aa894208a32f3487827df6d5054424c"></a><!-- doxytag: member="mepdf::ep" ref="7aa894208a32f3487827df6d5054424c" args="" --> |
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| 102 | <a class="el" href="classepdf.html">epdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">ep</a></td></tr> |
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| 103 | |
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| 104 | <tr><td class="mdescLeft"> </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> |
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| 105 | </table> |
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| 106 | <hr><a name="_details"></a><h2>Detailed Description</h2> |
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| 107 | Unconditional <a class="el" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>, allows using <a class="el" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> in the role of <a class="el" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>. |
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| 108 | <p> |
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| 109 | <hr><h2>Member Function Documentation</h2> |
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| 110 | <a class="anchor" name="3f172b79ec4a5ebc87898a5381141f1b"></a><!-- doxytag: member="mepdf::samplecond" ref="3f172b79ec4a5ebc87898a5381141f1b" args="(const vec &cond, double &ll)" --> |
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| 111 | <div class="memitem"> |
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| 112 | <div class="memproto"> |
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| 113 | <table class="memname"> |
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| 114 | <tr> |
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| 115 | <td class="memname">virtual vec mpdf::samplecond </td> |
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| 116 | <td>(</td> |
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| 117 | <td class="paramtype">const vec & </td> |
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| 118 | <td class="paramname"> <em>cond</em>, </td> |
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| 119 | </tr> |
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| 120 | <tr> |
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| 121 | <td class="paramkey"></td> |
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| 122 | <td></td> |
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| 123 | <td class="paramtype">double & </td> |
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| 124 | <td class="paramname"> <em>ll</em></td><td> </td> |
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| 125 | </tr> |
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| 126 | <tr> |
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| 127 | <td></td> |
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| 128 | <td>)</td> |
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| 129 | <td></td><td></td><td><code> [inline, virtual, inherited]</code></td> |
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| 130 | </tr> |
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| 131 | </table> |
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| 132 | </div> |
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| 133 | <div class="memdoc"> |
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| 134 | |
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| 135 | <p> |
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| 136 | Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_10.png">. |
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| 137 | <p> |
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| 138 | <dl compact><dt><b>Parameters:</b></dt><dd> |
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| 139 | <table border="0" cellspacing="2" cellpadding="0"> |
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| 140 | <tr><td valign="top"></td><td valign="top"><em>cond</em> </td><td>is numeric value of <code>rv</code> </td></tr> |
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| 141 | <tr><td valign="top"></td><td valign="top"><em>ll</em> </td><td>is a return value of log-likelihood of the sample. </td></tr> |
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| 142 | </table> |
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| 143 | </dl> |
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| 144 | |
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| 145 | <p>Reimplemented in <a class="el" href="classmprod.html#a48887eb8738a9e5550bfc38eb8e9d68">mprod</a>.</p> |
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| 146 | |
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| 147 | <p>References <a class="el" href="libBM_8h-source.html#l00239">mpdf::condition()</a>, <a class="el" href="libBM_8h-source.html#l00222">mpdf::ep</a>, <a class="el" href="classepdf.html#e1996af1da1fa1214270066a96ca113e">epdf::evallog()</a>, and <a class="el" href="classepdf.html#8019654e494bf5e458f6fb947e11b262">epdf::sample()</a>.</p> |
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| 148 | |
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| 149 | <p>Referenced by <a class="el" href="libPF_8h-source.html#l00147">MPF< BM_T >::bayes()</a>, and <a class="el" href="libPF_8cpp-source.html#l00007">PF::bayes()</a>.</p> |
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| 150 | |
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| 151 | </div> |
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| 152 | </div><p> |
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| 153 | <a class="anchor" name="b1dae6171ee39a6a05976c7b1007a3c5"></a><!-- doxytag: member="mepdf::samplecond_m" ref="b1dae6171ee39a6a05976c7b1007a3c5" args="(const vec &cond, vec &ll, int N)" --> |
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| 154 | <div class="memitem"> |
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| 155 | <div class="memproto"> |
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| 156 | <table class="memname"> |
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| 157 | <tr> |
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| 158 | <td class="memname">virtual mat mpdf::samplecond_m </td> |
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| 159 | <td>(</td> |
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| 160 | <td class="paramtype">const vec & </td> |
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| 161 | <td class="paramname"> <em>cond</em>, </td> |
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| 162 | </tr> |
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| 163 | <tr> |
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| 164 | <td class="paramkey"></td> |
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| 165 | <td></td> |
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| 166 | <td class="paramtype">vec & </td> |
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| 167 | <td class="paramname"> <em>ll</em>, </td> |
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| 168 | </tr> |
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| 169 | <tr> |
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| 170 | <td class="paramkey"></td> |
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| 171 | <td></td> |
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| 172 | <td class="paramtype">int </td> |
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| 173 | <td class="paramname"> <em>N</em></td><td> </td> |
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| 174 | </tr> |
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| 175 | <tr> |
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| 176 | <td></td> |
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| 177 | <td>)</td> |
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| 178 | <td></td><td></td><td><code> [inline, virtual, inherited]</code></td> |
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| 179 | </tr> |
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| 180 | </table> |
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| 181 | </div> |
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| 182 | <div class="memdoc"> |
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| 183 | |
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| 184 | <p> |
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| 185 | Returns. |
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| 186 | <p> |
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| 187 | <dl compact><dt><b>Parameters:</b></dt><dd> |
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| 188 | <table border="0" cellspacing="2" cellpadding="0"> |
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| 189 | <tr><td valign="top"></td><td valign="top"><em>N</em> </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> |
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| 190 | <tr><td valign="top"></td><td valign="top"><em>cond</em> </td><td>is numeric value of <code>rv</code> </td></tr> |
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| 191 | <tr><td valign="top"></td><td valign="top"><em>ll</em> </td><td>is a return value of log-likelihood of the sample. </td></tr> |
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| 192 | </table> |
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| 193 | </dl> |
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| 194 | |
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| 195 | <p>References <a class="el" href="libBM_8h-source.html#l00239">mpdf::condition()</a>, <a class="el" href="libBM_8h-source.html#l00077">RV::count()</a>, <a class="el" href="libBM_8h-source.html#l00222">mpdf::ep</a>, <a class="el" href="classepdf.html#e1996af1da1fa1214270066a96ca113e">epdf::evallog()</a>, <a class="el" href="libBM_8h-source.html#l00218">mpdf::rv</a>, and <a class="el" href="classepdf.html#8019654e494bf5e458f6fb947e11b262">epdf::sample()</a>.</p> |
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| 196 | |
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| 197 | </div> |
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| 198 | </div><p> |
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| 199 | <hr>The documentation for this class was generated from the following file:<ul> |
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| 200 | <li>work/git/mixpp/bdm/stat/<a class="el" href="libBM_8h-source.html">libBM.h</a></ul> |
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| 201 | </div> |
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| 202 | <hr size="1"><address style="text-align: right;"><small>Generated on Thu Jan 15 10:51:19 2009 for mixpp by |
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| 203 | <a href="http://www.doxygen.org/index.html"> |
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| 204 | <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address> |
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| 205 | </body> |
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| 206 | </html> |
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