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69<h1>exp_family.h File Reference</h1>
70<p>Probability distributions for Exponential Family models. 
71<a href="#_details">More...</a></p>
72<code>#include &quot;../shared_ptr.h&quot;</code><br/>
73<code>#include &quot;../base/bdmbase.h&quot;</code><br/>
74<code>#include &quot;../math/chmat.h&quot;</code><br/>
75
76<p><a href="exp__family_8h_source.html">Go to the source code of this file.</a></p>
77<table border="0" cellpadding="0" cellspacing="0">
78<tr><td colspan="2"><h2>Classes</h2></td></tr>
79<tr><td class="memItemLeft" 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>
80<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>
81<tr><td class="memItemLeft" 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>
82<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>
83<tr><td class="memItemLeft" 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>
84<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>
85<tr><td class="memItemLeft" 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>
86<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>
87<tr><td class="memItemLeft" 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>
88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dirichlet posterior density.  <a href="classbdm_1_1eDirich.html#_details">More...</a><br/></td></tr>
89<tr><td class="memItemLeft" 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>
90<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>
91<tr><td class="memItemLeft" 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>
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma posterior density.  <a href="classbdm_1_1egamma.html#_details">More...</a><br/></td></tr>
93<tr><td class="memItemLeft" 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>
94<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>
95<tr><td class="memItemLeft" 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>
96<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>
97<tr><td class="memItemLeft" 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, TEpdf &gt;</a></td></tr>
98<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>
99<tr><td class="memItemLeft" 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>
100<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>
101<tr><td class="memItemLeft" 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>
102<tr><td class="memItemLeft" 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>
103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk.  <a href="classbdm_1_1mgamma.html#_details">More...</a><br/></td></tr>
104<tr><td class="memItemLeft" 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>
105<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>
106<tr><td class="memItemLeft" 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>
107<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>
108<tr><td class="memItemLeft" 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>
109<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>
110<tr><td class="memItemLeft" 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>
111<tr><td class="memItemLeft" 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>
112<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>
113<tr><td class="memItemLeft" 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>
114<tr><td class="memItemLeft" align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eiWishartCh.html">bdm::eiWishartCh</a></td></tr>
115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Inverse Wishart on Choleski decomposition.  <a href="classbdm_1_1eiWishartCh.html#_details">More...</a><br/></td></tr>
116<tr><td class="memItemLeft" align="right" valign="top">class &nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1rwiWishartCh.html">bdm::rwiWishartCh</a></td></tr>
117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random Walk on inverse Wishart.  <a href="classbdm_1_1rwiWishartCh.html#_details">More...</a><br/></td></tr>
118<tr><td class="memItemLeft" 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>
119<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted empirical density.  <a href="classbdm_1_1eEmp.html#_details">More...</a><br/></td></tr>
120<tr><td colspan="2"><h2>Enumerations</h2></td></tr>
121<tr><td class="memItemLeft" align="right" valign="top">enum &nbsp;</td><td class="memItemRight" valign="bottom"><b>RESAMPLING_METHOD</b> { <b>MULTINOMIAL</b> =  0,
122<b>STRATIFIED</b> =  1,
123<b>SYSTEMATIC</b> =  3
124 }</td></tr>
125<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight"><p>Switch between various resampling methods. </p>
126<br/></td></tr>
127<tr><td colspan="2"><h2>Functions</h2></td></tr>
128<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a55660b1fbd9f7b129430d44bd6efc621"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="a55660b1fbd9f7b129430d44bd6efc621" args="(enorm, chmat)" -->
129&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (enorm, chmat)</td></tr>
130<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a18bf3b6c7a8cb5e2e93995423d589467"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="a18bf3b6c7a8cb5e2e93995423d589467" args="(enorm, chmat)" -->
131&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (enorm, chmat)</td></tr>
132<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a37374dab1ba3162d7a67e7526c3ad5f7"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="a37374dab1ba3162d7a67e7526c3ad5f7" args="(enorm, ldmat)" -->
133&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (enorm, ldmat)</td></tr>
134<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af1884342fbea97598fb104be70acfe6a"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="af1884342fbea97598fb104be70acfe6a" args="(enorm, ldmat)" -->
135&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (enorm, ldmat)</td></tr>
136<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af3025b2c46191503dc6a14ed56c0e9fc"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="af3025b2c46191503dc6a14ed56c0e9fc" args="(enorm, fsqmat)" -->
137&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (enorm, fsqmat)</td></tr>
138<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a3b778b7483a323803adf56f6b85fd39a"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="a3b778b7483a323803adf56f6b85fd39a" args="(enorm, fsqmat)" -->
139&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (enorm, fsqmat)</td></tr>
140<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a0ff323567ee9318cb422986b2cd13f62"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="a0ff323567ee9318cb422986b2cd13f62" args="(egiw)" -->
141&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (egiw)</td></tr>
142<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1ad539f133ffd226f79680744f5df9ca"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="a1ad539f133ffd226f79680744f5df9ca" args="(egiw)" -->
143&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (egiw)</td></tr>
144<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af489053ab706b0481537d7147fc5c59a"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="af489053ab706b0481537d7147fc5c59a" args="(egamma)" -->
145&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (egamma)</td></tr>
146<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="acea4080e2f75f5e7bb86d23dde0c1f10"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="acea4080e2f75f5e7bb86d23dde0c1f10" args="(egamma)" -->
147&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (egamma)</td></tr>
148<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a4a98772804ac8a82c131b34c8bbfa998"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="a4a98772804ac8a82c131b34c8bbfa998" args="(mlnorm, ldmat)" -->
149&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mlnorm, ldmat)</td></tr>
150<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae376fad74410856487effd2fcc6a70f6"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="ae376fad74410856487effd2fcc6a70f6" args="(mlnorm, ldmat)" -->
151&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mlnorm, ldmat)</td></tr>
152<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af6725c87a724337271d8d943288e10f6"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="af6725c87a724337271d8d943288e10f6" args="(mlnorm, fsqmat)" -->
153&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mlnorm, fsqmat)</td></tr>
154<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a239f51b7174cdd381986128a659a1c05"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="a239f51b7174cdd381986128a659a1c05" args="(mlnorm, fsqmat)" -->
155&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mlnorm, fsqmat)</td></tr>
156<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aee8211848cab7e8bc5feebc34a3435c8"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="aee8211848cab7e8bc5feebc34a3435c8" args="(mlnorm, chmat)" -->
157&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mlnorm, chmat)</td></tr>
158<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a7457b3d47758332c60db90ff335b3228"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="a7457b3d47758332c60db90ff335b3228" args="(mlnorm, chmat)" -->
159&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mlnorm, chmat)</td></tr>
160<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa9f622e715017e550c6293777cd260ac"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="aa9f622e715017e550c6293777cd260ac" args="(mgnorm, chmat)" -->
161&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mgnorm, chmat)</td></tr>
162<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ad4e09453cac344d625de83d32bee2cc6"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="ad4e09453cac344d625de83d32bee2cc6" args="(mgnorm, chmat)" -->
163&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mgnorm, chmat)</td></tr>
164<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae01a4470f4b1b30cb0098a7dcc60d320"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="ae01a4470f4b1b30cb0098a7dcc60d320" args="(mgamma)" -->
165&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mgamma)</td></tr>
166<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a49d4bc83efa036286d31a275d03286ab"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="a49d4bc83efa036286d31a275d03286ab" args="(mgamma)" -->
167&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (mgamma)</td></tr>
168<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a54168bea210014aabd8bcab856be22a8"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="a54168bea210014aabd8bcab856be22a8" args="(migamma_ref)" -->
169&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (migamma_ref)</td></tr>
170<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8c484d8077d663058ff2128da790c3ee"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="a8c484d8077d663058ff2128da790c3ee" args="(migamma_ref)" -->
171&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (migamma_ref)</td></tr>
172<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ac832c40923ade2103f148b3f9cab81aa"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="ac832c40923ade2103f148b3f9cab81aa" args="(mlognorm)" -->
173&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mlognorm)</td></tr>
174<tr><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab587fe4d38b229633cf3525daf596e07"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="ab587fe4d38b229633cf3525daf596e07" args="(mlognorm)" -->
175&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (mlognorm)</td></tr>
176<tr><td class="memTemplParams" colspan="2">template&lt;class sq_T &gt; </td></tr>
177<tr><td class="memTemplItemLeft" align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacebdm.html#a9a39066aa68568b4b97f8d3103c8699c">bdm::operator&lt;&lt;</a> (std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)</td></tr>
178</table>
179<hr/><a name="_details"></a><h2>Detailed Description</h2>
180<p>Probability distributions for Exponential Family models. </p>
181<dl class="author"><dt><b>Author:</b></dt><dd>Vaclav Smidl.</dd></dl>
182<p>----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty</p>
183<p>Using IT++ for numerical operations ----------------------------------- </p>
184</div>
185<hr size="1"/><address style="text-align: right;"><small>Generated on Sun Aug 30 22:10:49 2009 for mixpp by&nbsp;
186<a href="http://www.doxygen.org/index.html">
187<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address>
188</body>
189</html>
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