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* samplecond does not return ll
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21<h1>libEF.h File Reference</h1><hr><a name="_details"></a><h2>Detailed Description</h2>
22Probability distributions for Exponential Family models.
23<p>
24<dl class="author" compact><dt><b>Author:</b></dt><dd>Vaclav Smidl.</dd></dl>
25----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty<p>
26Using IT++ for numerical operations -----------------------------------
27<p>
28<code>#include &quot;<a class="el" href="libBM_8h-source.html">libBM.h</a>&quot;</code><br>
29<code>#include &quot;<a class="el" href="chmat_8h-source.html">../math/chmat.h</a>&quot;</code><br>
30
31<p>
32<a href="libEF_8h-source.html">Go to the source code of this file.</a><table border="0" cellpadding="0" cellspacing="0">
33<tr><td></td></tr>
34<tr><td colspan="2"><br><h2>Namespaces</h2></td></tr>
35<tr><td class="memItemLeft" nowrap align="right" valign="top">namespace &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html">bdm</a></td></tr>
36
37<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
38<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html">bdm::eEF</a></td></tr>
39
40<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">General conjugate exponential family posterior density.  <a href="classbdm_1_1eEF.html#_details">More...</a><br></td></tr>
41<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mEF.html">bdm::mEF</a></td></tr>
42
43<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Exponential family model.  <a href="classbdm_1_1mEF.html#_details">More...</a><br></td></tr>
44<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BMEF.html">bdm::BMEF</a></td></tr>
45
46<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Estimator for Exponential family.  <a href="classbdm_1_1BMEF.html#_details">More...</a><br></td></tr>
47<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html">bdm::enorm&lt; sq_T &gt;</a></td></tr>
48
49<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gaussian density with positive definite (decomposed) covariance matrix.  <a href="classbdm_1_1enorm.html#_details">More...</a><br></td></tr>
50<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egiw.html">bdm::egiw</a></td></tr>
51
52<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gauss-inverse-Wishart density stored in LD form.  <a href="classbdm_1_1egiw.html#_details">More...</a><br></td></tr>
53<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eDirich.html">bdm::eDirich</a></td></tr>
54
55<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dirichlet posterior density.  <a href="classbdm_1_1eDirich.html#_details">More...</a><br></td></tr>
56<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1multiBM.html">bdm::multiBM</a></td></tr>
57
58<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Estimator for Multinomial density.  <a href="classbdm_1_1multiBM.html#_details">More...</a><br></td></tr>
59<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1egamma.html">bdm::egamma</a></td></tr>
60
61<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma posterior density.  <a href="classbdm_1_1egamma.html#_details">More...</a><br></td></tr>
62<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eigamma.html">bdm::eigamma</a></td></tr>
63
64<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma posterior density.  <a href="classbdm_1_1eigamma.html#_details">More...</a><br></td></tr>
65<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1euni.html">bdm::euni</a></td></tr>
66
67<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Uniform distributed density on a rectangular support.  <a href="classbdm_1_1euni.html#_details">More...</a><br></td></tr>
68<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm&lt; sq_T &gt;</a></td></tr>
69
70<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Normal distributed linear function with linear function of mean value;.  <a href="classbdm_1_1mlnorm.html#_details">More...</a><br></td></tr>
71<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlstudent.html">bdm::mlstudent</a></td></tr>
72
73<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma.html">bdm::mgamma</a></td></tr>
74
75<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk.  <a href="classbdm_1_1mgamma.html#_details">More...</a><br></td></tr>
76<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma.html">bdm::migamma</a></td></tr>
77
78<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk.  <a href="classbdm_1_1migamma.html#_details">More...</a><br></td></tr>
79<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgamma__fix.html">bdm::mgamma_fix</a></td></tr>
80
81<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk around a fixed point.  <a href="classbdm_1_1mgamma__fix.html#_details">More...</a><br></td></tr>
82<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma__fix.html">bdm::migamma_fix</a></td></tr>
83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk around a fixed point.  <a href="classbdm_1_1migamma__fix.html#_details">More...</a><br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEmp.html">bdm::eEmp</a></td></tr>
86
87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted empirical density.  <a href="classbdm_1_1eEmp.html#_details">More...</a><br></td></tr>
88<tr><td colspan="2"><br><h2>Enumerations</h2></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top">enum &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacebdm.html#33aac0be76ded31d2e3081c5a3f6c418">bdm::RESAMPLING_METHOD</a> { <b>MULTINOMIAL</b> =  0,
90<b>STRATIFIED</b> =  1,
91<b>SYSTEMATIC</b> =  3
92 }</td></tr>
93
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Switch between various resampling methods. <br></td></tr>
95<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
96<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="9a39066aa68568b4b97f8d3103c8699c"></a><!-- doxytag: member="libEF.h::operator&lt;&lt;" ref="9a39066aa68568b4b97f8d3103c8699c" args="(std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)" -->
97template&lt;class sq_T&gt; </td></tr>
98<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><b>bdm::operator&lt;&lt;</b> (std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)</td></tr>
99
100</table>
101</div>
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