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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_1BMEF.html">bdm::BMEF</a></td></tr>
81
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" 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>
84
85<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>
86<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>
87
88<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>
89<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>
90
91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Dirichlet posterior density.  <a href="classbdm_1_1eDirich.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_1mDirich.html">bdm::mDirich</a></td></tr>
93
94<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>
95
96<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>
97<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>
98
99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma posterior density.  <a href="classbdm_1_1egamma.html#_details">More...</a><br></td></tr>
100<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>
101
102<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>
103<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>
104
105<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>
106<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, TEpdf &gt;</a></td></tr>
107
108<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>
109<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>
110
111<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>
112<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>
113
114<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>
115
116<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Gamma random walk.  <a href="classbdm_1_1mgamma.html#_details">More...</a><br></td></tr>
117<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>
118
119<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>
120<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>
121
122<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>
123<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>
124
125<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>
126<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>
127
128<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>
129
130<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>
131<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>
132
133<tr><td class="memItemLeft" nowrap 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>
134
135<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>
136<tr><td class="memItemLeft" nowrap 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>
137
138<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>
139<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>
140
141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Weighted empirical density.  <a href="classbdm_1_1eEmp.html#_details">More...</a><br></td></tr>
142<tr><td colspan="2"><br><h2>Enumerations</h2></td></tr>
143<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,
144<b>STRATIFIED</b> =  1,
145<b>SYSTEMATIC</b> =  3
146 }</td></tr>
147
148<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Switch between various resampling methods. <br></td></tr>
149<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="55660b1fbd9f7b129430d44bd6efc621"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="55660b1fbd9f7b129430d44bd6efc621" args="(enorm, chmat)" -->
151&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (enorm, chmat)</td></tr>
152
153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18bf3b6c7a8cb5e2e93995423d589467"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="18bf3b6c7a8cb5e2e93995423d589467" args="(enorm, chmat)" -->
154&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (enorm, chmat)</td></tr>
155
156<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="37374dab1ba3162d7a67e7526c3ad5f7"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="37374dab1ba3162d7a67e7526c3ad5f7" args="(enorm, ldmat)" -->
157&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (enorm, ldmat)</td></tr>
158
159<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f1884342fbea97598fb104be70acfe6a"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="f1884342fbea97598fb104be70acfe6a" args="(enorm, ldmat)" -->
160&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (enorm, ldmat)</td></tr>
161
162<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f3025b2c46191503dc6a14ed56c0e9fc"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="f3025b2c46191503dc6a14ed56c0e9fc" args="(enorm, fsqmat)" -->
163&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (enorm, fsqmat)</td></tr>
164
165<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3b778b7483a323803adf56f6b85fd39a"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="3b778b7483a323803adf56f6b85fd39a" args="(enorm, fsqmat)" -->
166&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (enorm, fsqmat)</td></tr>
167
168<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)" -->
169&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (egiw)</td></tr>
170
171<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1ad539f133ffd226f79680744f5df9ca"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="1ad539f133ffd226f79680744f5df9ca" args="(egiw)" -->
172&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (egiw)</td></tr>
173
174<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f209a31bcacc9924ad25a6c58cadd4dc"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="f209a31bcacc9924ad25a6c58cadd4dc" args="(eDirich)" -->
175&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (eDirich)</td></tr>
176
177<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="69508aed0db3ec8e768abaa2970cdb1b"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="69508aed0db3ec8e768abaa2970cdb1b" args="(mDirich)" -->
178&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mDirich)</td></tr>
179
180<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)" -->
181&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (egamma)</td></tr>
182
183<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cea4080e2f75f5e7bb86d23dde0c1f10"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="cea4080e2f75f5e7bb86d23dde0c1f10" args="(egamma)" -->
184&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (egamma)</td></tr>
185
186<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="420b3f2cabc3ddf64caaf10ea31cb8ac"></a><!-- doxytag: member="exp_family.h::UIREGISTER" ref="420b3f2cabc3ddf64caaf10ea31cb8ac" args="(euni)" -->
187&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (euni)</td></tr>
188
189<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4a98772804ac8a82c131b34c8bbfa998"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="4a98772804ac8a82c131b34c8bbfa998" args="(mlnorm, ldmat)" -->
190&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mlnorm, ldmat)</td></tr>
191
192<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e376fad74410856487effd2fcc6a70f6"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="e376fad74410856487effd2fcc6a70f6" args="(mlnorm, ldmat)" -->
193&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mlnorm, ldmat)</td></tr>
194
195<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f6725c87a724337271d8d943288e10f6"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="f6725c87a724337271d8d943288e10f6" args="(mlnorm, fsqmat)" -->
196&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mlnorm, fsqmat)</td></tr>
197
198<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="239f51b7174cdd381986128a659a1c05"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="239f51b7174cdd381986128a659a1c05" args="(mlnorm, fsqmat)" -->
199&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mlnorm, fsqmat)</td></tr>
200
201<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ee8211848cab7e8bc5feebc34a3435c8"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="ee8211848cab7e8bc5feebc34a3435c8" args="(mlnorm, chmat)" -->
202&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mlnorm, chmat)</td></tr>
203
204<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7457b3d47758332c60db90ff335b3228"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="7457b3d47758332c60db90ff335b3228" args="(mlnorm, chmat)" -->
205&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mlnorm, chmat)</td></tr>
206
207<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a9f622e715017e550c6293777cd260ac"></a><!-- doxytag: member="exp_family.h::UIREGISTER2" ref="a9f622e715017e550c6293777cd260ac" args="(mgnorm, chmat)" -->
208&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER2</b> (mgnorm, chmat)</td></tr>
209
210<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d4e09453cac344d625de83d32bee2cc6"></a><!-- doxytag: member="exp_family.h::SHAREDPTR2" ref="d4e09453cac344d625de83d32bee2cc6" args="(mgnorm, chmat)" -->
211&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR2</b> (mgnorm, chmat)</td></tr>
212
213<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)" -->
214&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mgamma)</td></tr>
215
216<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="49d4bc83efa036286d31a275d03286ab"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="49d4bc83efa036286d31a275d03286ab" args="(mgamma)" -->
217&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (mgamma)</td></tr>
218
219<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)" -->
220&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (migamma_ref)</td></tr>
221
222<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8c484d8077d663058ff2128da790c3ee"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="8c484d8077d663058ff2128da790c3ee" args="(migamma_ref)" -->
223&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (migamma_ref)</td></tr>
224
225<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)" -->
226&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::UIREGISTER</b> (mlognorm)</td></tr>
227
228<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b587fe4d38b229633cf3525daf596e07"></a><!-- doxytag: member="exp_family.h::SHAREDPTR" ref="b587fe4d38b229633cf3525daf596e07" args="(mlognorm)" -->
229&nbsp;</td><td class="memItemRight" valign="bottom"><b>bdm::SHAREDPTR</b> (mlognorm)</td></tr>
230
231<tr><td class="memTemplParams" nowrap colspan="2">template&lt;class sq_T &gt; </td></tr>
232<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacebdm.html#9a39066aa68568b4b97f8d3103c8699c">bdm::operator&lt;&lt;</a> (std::ostream &amp;os, mlnorm&lt; sq_T &gt; &amp;ml)</td></tr>
233
234</table>
235<hr><h2>Detailed Description</h2>
236Probability distributions for Exponential Family models.
237<p>
238<dl class="author" compact><dt><b>Author:</b></dt><dd>Vaclav Smidl.</dd></dl>
239----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty<p>
240Using IT++ for numerical operations ----------------------------------- </div>
241<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:44 2009 for mixpp by&nbsp;
242<a href="http://www.doxygen.org/index.html">
243<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address>
244</body>
245</html>
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