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67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1enorm.html">enorm</a>
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71<h1>bdm::enorm&lt; sq_T &gt; Class Template Reference</h1><!-- doxytag: class="bdm::enorm" --><!-- doxytag: inherits="bdm::eEF" -->Gaussian density with positive definite (decomposed) covariance matrix. 
72<a href="#_details">More...</a>
73<p>
74<code>#include &lt;<a class="el" href="exp__family_8h-source.html">exp_family.h</a>&gt;</code>
75<p>
76
77<p>
78<a href="classbdm_1_1enorm-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
79<tr><td></td></tr>
80<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
81<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="deef7d6273ba4d5a5cf0bbd91ec7277a"></a><!-- doxytag: member="bdm::enorm::dupdate" ref="deef7d6273ba4d5a5cf0bbd91ec7277a" args="(mat &amp;v)" -->
82virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#deef7d6273ba4d5a5cf0bbd91ec7277a">dupdate</a> (mat &amp;v)</td></tr>
83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">TODO decide if it is really needed. <br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a36d06ecdd6f4c79dc122510eaccc692"></a><!-- doxytag: member="bdm::enorm::evallog" ref="a36d06ecdd6f4c79dc122510eaccc692" args="(const vec &amp;val) const " -->
86virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#a36d06ecdd6f4c79dc122510eaccc692">evallog</a> (const vec &amp;val) const </td></tr>
87
88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="79a7c8ea8c02e45d410bd1d7ffd72b41"></a><!-- doxytag: member="bdm::enorm::evallog" ref="79a7c8ea8c02e45d410bd1d7ffd72b41" args="(const mat &amp;Val) const " -->
90virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#79a7c8ea8c02e45d410bd1d7ffd72b41">evallog</a> (const mat &amp;Val) const </td></tr>
91
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability for many samples. <br></td></tr>
93<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cf38af29e8e3d650c640509a52396053"></a><!-- doxytag: member="bdm::enorm::pow" ref="cf38af29e8e3d650c640509a52396053" args="(double p)" -->
94virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1eEF.html#cf38af29e8e3d650c640509a52396053">pow</a> (double p)</td></tr>
95
96<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Power of the density, used e.g. to flatten the density. <br></td></tr>
97<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::enorm::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" -->
98virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
99
100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr>
101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::enorm::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
102virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr>
103
104<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr>
105<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
106<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ccc42fd86d4532de03e0d2a0075e066c"></a><!-- doxytag: member="bdm::enorm::enorm" ref="ccc42fd86d4532de03e0d2a0075e066c" args="()" -->
107&nbsp;</td><td class="memItemRight" valign="bottom"><b>enorm</b> ()</td></tr>
108
109<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4c9db749e205a0605ad9c93470f6dcaa"></a><!-- doxytag: member="bdm::enorm::enorm" ref="4c9db749e205a0605ad9c93470f6dcaa" args="(const vec &amp;mu, const sq_T &amp;R)" -->
110&nbsp;</td><td class="memItemRight" valign="bottom"><b>enorm</b> (const vec &amp;<a class="el" href="classbdm_1_1enorm.html#c702a194720853570d08b65482f842c7">mu</a>, const sq_T &amp;<a class="el" href="classbdm_1_1enorm.html#2d92dde696b2a7a5b10ddef5d22ba2c2">R</a>)</td></tr>
111
112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b8322f2c11560871dd922c660f4771bb"></a><!-- doxytag: member="bdm::enorm::set_parameters" ref="b8322f2c11560871dd922c660f4771bb" args="(const vec &amp;mu, const sq_T &amp;R)" -->
113void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const vec &amp;<a class="el" href="classbdm_1_1enorm.html#c702a194720853570d08b65482f842c7">mu</a>, const sq_T &amp;<a class="el" href="classbdm_1_1enorm.html#2d92dde696b2a7a5b10ddef5d22ba2c2">R</a>)</td></tr>
114
115<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#61bd470764020bea6e1ed35000f259e6">from_setting</a> (const Setting &amp;<a class="el" href="classbdm_1_1root.html">root</a>)</td></tr>
116
117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="38eb17ecb75d94a50b6782fcf735cfea"></a><!-- doxytag: member="bdm::enorm::validate" ref="38eb17ecb75d94a50b6782fcf735cfea" args="()" -->
118void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#38eb17ecb75d94a50b6782fcf735cfea">validate</a> ()</td></tr>
119
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr>
121<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
122<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2e0d3a1e30ab3ab04df2d0c43ae74a2"></a><!-- doxytag: member="bdm::enorm::dupdate" ref="d2e0d3a1e30ab3ab04df2d0c43ae74a2" args="(mat &amp;v, double nu=1.0)" -->
123void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#d2e0d3a1e30ab3ab04df2d0c43ae74a2">dupdate</a> (mat &amp;v, double nu=1.0)</td></tr>
124
125<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dupdate in exponential form (not really handy) <br></td></tr>
126<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e1a48f52351ec3a349bd443b713b1766"></a><!-- doxytag: member="bdm::enorm::sample" ref="e1a48f52351ec3a349bd443b713b1766" args="() const " -->
127vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#e1a48f52351ec3a349bd443b713b1766">sample</a> () const </td></tr>
128
129<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_7.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_8.png">. <br></td></tr>
130<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ebd96125aed74f9504033bb3605849db"></a><!-- doxytag: member="bdm::enorm::sample" ref="ebd96125aed74f9504033bb3605849db" args="(int N) const " -->
131mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>sample</b> (int N) const </td></tr>
132
133<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e13aeed5b543b2179bacdc4fa2ae47a3"></a><!-- doxytag: member="bdm::enorm::evallog_nn" ref="e13aeed5b543b2179bacdc4fa2ae47a3" args="(const vec &amp;val) const " -->
134double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#e13aeed5b543b2179bacdc4fa2ae47a3">evallog_nn</a> (const vec &amp;val) const </td></tr>
135
136<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Evaluate normalized log-probability. <br></td></tr>
137<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="25785343aff102cc5df1cab08ba16d32"></a><!-- doxytag: member="bdm::enorm::lognc" ref="25785343aff102cc5df1cab08ba16d32" args="() const " -->
138double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#25785343aff102cc5df1cab08ba16d32">lognc</a> () const </td></tr>
139
140<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">logarithm of the normalizing constant, <img class="formulaInl" alt="$\mathcal{I}$" src="form_89.png"> <br></td></tr>
141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b2fa2915c35366392fe9bb022ca1a600"></a><!-- doxytag: member="bdm::enorm::mean" ref="b2fa2915c35366392fe9bb022ca1a600" args="() const " -->
142vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#b2fa2915c35366392fe9bb022ca1a600">mean</a> () const </td></tr>
143
144<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected value <br></td></tr>
145<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="729c75ef0fa8abae03d58ad1f81e6773"></a><!-- doxytag: member="bdm::enorm::variance" ref="729c75ef0fa8abae03d58ad1f81e6773" args="() const " -->
146vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#729c75ef0fa8abae03d58ad1f81e6773">variance</a> () const </td></tr>
147
148<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr>
149<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="baea4d49c657342b58297d68cda16d26"></a><!-- doxytag: member="bdm::enorm::condition" ref="baea4d49c657342b58297d68cda16d26" args="(const RV &amp;rvn) const " -->
150<a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#baea4d49c657342b58297d68cda16d26">condition</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvn) const </td></tr>
151
152<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return conditional density on the given <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, the remaining rvs will be in conditioning. <br></td></tr>
153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c2996bdaffad38fbe0fc776db54c9d80"></a><!-- doxytag: member="bdm::enorm::marginal" ref="c2996bdaffad38fbe0fc776db54c9d80" args="(const RV &amp;rv) const " -->
154<a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; sq_T &gt; *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#c2996bdaffad38fbe0fc776db54c9d80">marginal</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a>) const </td></tr>
155
156<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return marginal density on the given <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>, the remainig rvs are intergrated out. <br></td></tr>
157<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="766127847e9482aea9226ea157295ea2"></a><!-- doxytag: member="bdm::enorm::_mu" ref="766127847e9482aea9226ea157295ea2" args="()" -->
159vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_mu</b> ()</td></tr>
160
161<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8915d68ae76ad185c8c314f960a63f0c"></a><!-- doxytag: member="bdm::enorm::set_mu" ref="8915d68ae76ad185c8c314f960a63f0c" args="(const vec mu0)" -->
162void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_mu</b> (const vec mu0)</td></tr>
163
164<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="81d81e35e57c9f194bde248e3affcf1f"></a><!-- doxytag: member="bdm::enorm::_R" ref="81d81e35e57c9f194bde248e3affcf1f" args="()" -->
165sq_T &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_R</b> ()</td></tr>
166
167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8c664b024e79f18ca3f8e8cc81af2103"></a><!-- doxytag: member="bdm::enorm::_R" ref="8c664b024e79f18ca3f8e8cc81af2103" args="() const " -->
168const sq_T &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_R</b> () const </td></tr>
169
170<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
171<tr><td colspan="2"><div class="groupText">Construction of each <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> should support two types of constructors: <ul>
172<li>empty constructor, </li>
173<li>copy constructor,</li>
174</ul>
175The following constructors should be supported for convenience: <ul>
176<li>constructor followed by calling <code>set_parameters()</code> </li>
177<li>constructor accepting random variables calling <code><a class="el" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv()</a></code> </li>
178</ul>
179All internal data structures are constructed as empty. Their values (including sizes) will be set by method <code>set_parameters()</code>. This way references can be initialized in constructors. <br><br></div></td></tr>
180<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::enorm::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" -->
181void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr>
182
183<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr>
184<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::enorm::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " -->
185virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
186
187<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_9.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_10.png">. <br></td></tr>
188<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::enorm::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
189virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">evallog_m</a> (const mat &amp;Val) const </td></tr>
190
191<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr>
192<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="512dbf057299e871fbc61ed55acb5888"></a><!-- doxytag: member="bdm::enorm::evallog_m" ref="512dbf057299e871fbc61ed55acb5888" args="(const Array&lt; vec &gt; &amp;Avec) const " -->
193virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#512dbf057299e871fbc61ed55acb5888">evallog_m</a> (const Array&lt; vec &gt; &amp;Avec) const </td></tr>
194
195<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr>
196<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::enorm::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " -->
197virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#0a7705e80601957f7226d333a0a6d539">qbounds</a> (vec &amp;lb, vec &amp;ub, double percentage=0.95) const </td></tr>
198
199<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Lower and upper bounds of <code>percentage</code> % quantile, returns mean-2*sigma as default. <br></td></tr>
200<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr>
201<tr><td colspan="2"><div class="groupText">Description of the random quantity via attribute <code>rv</code> is optional. For operations such as sampling <code>rv</code> does not need to be set. However, for <code>marginalization</code> and <code>conditioning</code> <code>rv</code> has to be set. NB: <br><br></div></td></tr>
202<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::enorm::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" -->
203void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff">set_rv</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr>
204
205<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr>
206<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::enorm::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " -->
207bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr>
208
209<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr>
210<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::enorm::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " -->
211const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21">_rv</a> () const </td></tr>
212
213<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr>
214<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
215<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::enorm::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " -->
216int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr>
217
218<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr>
219<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
220<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c702a194720853570d08b65482f842c7"></a><!-- doxytag: member="bdm::enorm::mu" ref="c702a194720853570d08b65482f842c7" args="" -->
221vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#c702a194720853570d08b65482f842c7">mu</a></td></tr>
222
223<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">mean value <br></td></tr>
224<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2d92dde696b2a7a5b10ddef5d22ba2c2"></a><!-- doxytag: member="bdm::enorm::R" ref="2d92dde696b2a7a5b10ddef5d22ba2c2" args="" -->
225sq_T&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1enorm.html#2d92dde696b2a7a5b10ddef5d22ba2c2">R</a></td></tr>
226
227<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Covariance matrix in decomposed form. <br></td></tr>
228<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::enorm::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" -->
229int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr>
230
231<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr>
232<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::enorm::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" -->
233<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a></td></tr>
234
235<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr>
236</table>
237<hr><a name="_details"></a><h2>Detailed Description</h2>
238<h3>template&lt;class sq_T&gt;<br>
239 class bdm::enorm&lt; sq_T &gt;</h3>
240
241Gaussian density with positive definite (decomposed) covariance matrix.
242<p>
243More?... <hr><h2>Member Function Documentation</h2>
244<a class="anchor" name="61bd470764020bea6e1ed35000f259e6"></a><!-- doxytag: member="bdm::enorm::from_setting" ref="61bd470764020bea6e1ed35000f259e6" args="(const Setting &amp;root)" -->
245<div class="memitem">
246<div class="memproto">
247<div class="memtemplate">
248template&lt;class sq_T &gt; </div>
249      <table class="memname">
250        <tr>
251          <td class="memname">void <a class="el" href="classbdm_1_1enorm.html">bdm::enorm</a>&lt; sq_T &gt;::from_setting           </td>
252          <td>(</td>
253          <td class="paramtype">const Setting &amp;&nbsp;</td>
254          <td class="paramname"> <em>set</em>          </td>
255          <td>&nbsp;)&nbsp;</td>
256          <td><code> [inline, virtual]</code></td>
257        </tr>
258      </table>
259</div>
260<div class="memdoc">
261
262<p>
263Load from structure with elements: <div class="fragment"><pre class="fragment"> { <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> = {<span class="keyword">class</span>=<span class="stringliteral">"RV"</span>, names=(...),}; <span class="comment">// RV describing meaning of random variable</span>
264   <span class="comment">// elements of offsprings</span>
265 }
266</pre></div> 
267<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">bdm::epdf</a>.</p>
268
269<p>References <a class="el" href="user__info_8h-source.html#l00359">bdm::UI::get()</a>, <a class="el" href="exp__family_8h-source.html#l00120">bdm::enorm&lt; sq_T &gt;::mu</a>, <a class="el" href="exp__family_8h-source.html#l00122">bdm::enorm&lt; sq_T &gt;::R</a>, and <a class="el" href="exp__family_8h-source.html#l00131">bdm::enorm&lt; sq_T &gt;::validate()</a>.</p>
270
271</div>
272</div><p>
273<hr>The documentation for this class was generated from the following file:<ul>
274<li><a class="el" href="exp__family_8h-source.html">exp_family.h</a></ul>
275</div>
276<hr size="1"><address style="text-align: right;"><small>Generated on Wed Jul 1 13:05:57 2009 for mixpp by&nbsp;
277<a href="http://www.doxygen.org/index.html">
278<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
279</body>
280</html>
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