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66<h1>exp_family.h File Reference</h1>Probability distributions for Exponential Family models. 
67<a href="#_details">More...</a>
68<p>
69<code>#include &quot;<a class="el" href="shared__ptr_8h_source.html">../shared_ptr.h</a>&quot;</code><br>
70<code>#include &quot;<a class="el" href="bdmbase_8h_source.html">../base/bdmbase.h</a>&quot;</code><br>
71<code>#include &quot;<a class="el" href="chmat_8h_source.html">../math/chmat.h</a>&quot;</code><br>
72
73<p>
74<a href="exp__family_8h_source.html">Go to the source code of this file.</a><table border="0" cellpadding="0" cellspacing="0">
75<tr><td></td></tr>
76<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
77<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>
78
79<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>
80<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>
81
82<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Exponential family model.  <a href="classbdm_1_1mEF.html#_details">More...</a><br></td></tr>
83<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>
84
85<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>
86<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>
87
88<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>
89<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>
90
91<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>
92<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>
93
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dirichlet posterior density.  <a href="classbdm_1_1eDirich.html#_details">More...</a><br></td></tr>
95<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>
96
97<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>
98<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>
99
100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma posterior density.  <a href="classbdm_1_1egamma.html#_details">More...</a><br></td></tr>
101<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>
102
103<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>
104<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>
105
106<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>
107<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>
108
109<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>
110<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mgnorm.html">bdm::mgnorm&lt; sq_T &gt;</a></td></tr>
111
112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Mpdf with general function for mean value.  <a href="classbdm_1_1mgnorm.html#_details">More...</a><br></td></tr>
113<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>
114
115<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>
116
117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk.  <a href="classbdm_1_1mgamma.html#_details">More...</a><br></td></tr>
118<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>
119
120<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>
121<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>
122
123<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>
124<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1migamma__ref.html">bdm::migamma_ref</a></td></tr>
125
126<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse-Gamma random walk around a fixed point.  <a href="classbdm_1_1migamma__ref.html#_details">More...</a><br></td></tr>
127<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1elognorm.html">bdm::elognorm</a></td></tr>
128
129<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlognorm.html">bdm::mlognorm</a></td></tr>
130
131<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Log-Normal random walk.  <a href="classbdm_1_1mlognorm.html#_details">More...</a><br></td></tr>
132<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eWishartCh.html">bdm::eWishartCh</a></td></tr>
133
134<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::eiWishartCh</b></td></tr>
135
136<tr><td class="memItemLeft" nowrap align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::rwiWishartCh</b></td></tr>
137
138<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>
139
140<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted empirical density.  <a href="classbdm_1_1eEmp.html#_details">More...</a><br></td></tr>
141<tr><td colspan="2"><br><h2>Enumerations</h2></td></tr>
142<tr><td class="memItemLeft" nowrap align="right" valign="top">enum &nbsp;</td><td class="memItemRight" valign="bottom"><b>RESAMPLING_METHOD</b> { <b>MULTINOMIAL</b> =  0,
143<b>STRATIFIED</b> =  1,
144<b>SYSTEMATIC</b> =  3
145 }</td></tr>
146
147<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Switch between various resampling methods. <br></td></tr>
148<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
149<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7fa77b0c3609a3d2abda4e291104959b"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="7fa77b0c3609a3d2abda4e291104959b" args="(enorm&lt; chmat &gt;)" -->
150&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (enorm&lt; <a class="el" href="classchmat.html">chmat</a> &gt;)</td></tr>
151
152<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f77247606863e20aa06fcab9b4c8a25e"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="f77247606863e20aa06fcab9b4c8a25e" args="(enorm&lt; ldmat &gt;)" -->
153&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (enorm&lt; <a class="el" href="classldmat.html">ldmat</a> &gt;)</td></tr>
154
155<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9615719524a49e23802aa8d65f334d00"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="9615719524a49e23802aa8d65f334d00" args="(enorm&lt; fsqmat &gt;)" -->
156&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (enorm&lt; <a class="el" href="classfsqmat.html">fsqmat</a> &gt;)</td></tr>
157
158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0ff323567ee9318cb422986b2cd13f62"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="0ff323567ee9318cb422986b2cd13f62" args="(egiw)" -->
159&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (egiw)</td></tr>
160
161<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f489053ab706b0481537d7147fc5c59a"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="f489053ab706b0481537d7147fc5c59a" args="(egamma)" -->
162&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (egamma)</td></tr>
163
164<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="55e832fa3b8134408113518e39126d12"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="55e832fa3b8134408113518e39126d12" args="(mlnorm&lt; ldmat &gt;)" -->
165&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mlnorm&lt; <a class="el" href="classldmat.html">ldmat</a> &gt;)</td></tr>
166
167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cc31865250d02666f5c3dd23aba6d1c9"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="cc31865250d02666f5c3dd23aba6d1c9" args="(mlnorm&lt; fsqmat &gt;)" -->
168&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mlnorm&lt; <a class="el" href="classfsqmat.html">fsqmat</a> &gt;)</td></tr>
169
170<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="792aaf5e50a5abd6130f61ea0c4884a8"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="792aaf5e50a5abd6130f61ea0c4884a8" args="(mlnorm&lt; chmat &gt;)" -->
171&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mlnorm&lt; <a class="el" href="classchmat.html">chmat</a> &gt;)</td></tr>
172
173<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b93f4a044f40498178bae0b55af5d223"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="b93f4a044f40498178bae0b55af5d223" args="(mgnorm&lt; chmat &gt;)" -->
174&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mgnorm&lt; <a class="el" href="classchmat.html">chmat</a> &gt;)</td></tr>
175
176<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e01a4470f4b1b30cb0098a7dcc60d320"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="e01a4470f4b1b30cb0098a7dcc60d320" args="(mgamma)" -->
177&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mgamma)</td></tr>
178
179<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="54168bea210014aabd8bcab856be22a8"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="54168bea210014aabd8bcab856be22a8" args="(migamma_ref)" -->
180&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (migamma_ref)</td></tr>
181
182<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c832c40923ade2103f148b3f9cab81aa"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="c832c40923ade2103f148b3f9cab81aa" args="(mlognorm)" -->
183&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mlognorm)</td></tr>
184
185<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="9a39066aa68568b4b97f8d3103c8699c"></a><!-- doxytag: member="exp_family.h::operator&lt;&lt;" ref="9a39066aa68568b4b97f8d3103c8699c" args="(std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)" -->
186template&lt;class sq_T &gt; </td></tr>
187<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>
188
189</table>
190<hr><h2>Detailed Description</h2>
191Probability distributions for Exponential Family models.
192<p>
193<dl class="author" compact><dt><b>Author:</b></dt><dd>Vaclav Smidl.</dd></dl>
194----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty<p>
195Using IT++ for numerical operations ----------------------------------- </div>
196<hr size="1"><address style="text-align: right;"><small>Generated on Wed Aug 5 00:06:50 2009 for mixpp by&nbsp;
197<a href="http://www.doxygen.org/index.html">
198<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address>
199</body>
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