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66  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1merger__mix.html">merger_mix</a>
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69<div class="contents">
70<h1>bdm::merger_mix Class Reference</h1><!-- doxytag: class="bdm::merger_mix" --><!-- doxytag: inherits="bdm::merger_base" -->Merger using importance sampling with mixture proposal density. 
71<a href="#_details">More...</a>
72<p>
73<code>#include &lt;<a class="el" href="merger_8h_source.html">merger.h</a>&gt;</code>
74<p>
75
76<p>
77<a href="classbdm_1_1merger__mix-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
78<tr><td></td></tr>
79<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
80<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::merger_mix::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" -->
81virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
82
83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr>
84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::merger_mix::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
85virtual 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>
86
87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr>
88<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4846b906930cab7d6c73d47c7eaded12"></a><!-- doxytag: member="bdm::merger_mix::merger_mix" ref="4846b906930cab7d6c73d47c7eaded12" args="()" -->
90&nbsp;</td><td class="memItemRight" valign="bottom"><b>merger_mix</b> ()</td></tr>
91
92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ead2bc94a484d830d4f32d321c1adbcd"></a><!-- doxytag: member="bdm::merger_mix::merger_mix" ref="ead2bc94a484d830d4f32d321c1adbcd" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;S)" -->
93&nbsp;</td><td class="memItemRight" valign="bottom"><b>merger_mix</b> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;S)</td></tr>
94
95<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff4c1e544c33073438e7f5da38b0f3b8"></a><!-- doxytag: member="bdm::merger_mix::set_sources" ref="ff4c1e544c33073438e7f5da38b0f3b8" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;S)" -->
96void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#ff4c1e544c33073438e7f5da38b0f3b8">set_sources</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;S)</td></tr>
97
98<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set sources and prepare all internal structures. <br></td></tr>
99<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a6d90b23edca00d392cd472297a57fe3"></a><!-- doxytag: member="bdm::merger_mix::set_parameters" ref="a6d90b23edca00d392cd472297a57fe3" args="(int Ncoms0=DFLT_Ncoms, double effss_coef0=DFLT_effss_coef)" -->
100void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#a6d90b23edca00d392cd472297a57fe3">set_parameters</a> (int Ncoms0=<a class="el" href="classbdm_1_1merger__mix.html#615688c5aeea9a7eee2b0b4424e8ceab">DFLT_Ncoms</a>, double effss_coef0=<a class="el" href="classbdm_1_1merger__mix.html#3ee8d9f7055b573c02e6a35875ec2397">DFLT_effss_coef</a>)</td></tr>
101
102<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set internal parameters used in approximation. <br></td></tr>
103<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
104<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6e800116f761e46b33a822d7cea01dc8"></a><!-- doxytag: member="bdm::merger_mix::merge" ref="6e800116f761e46b33a822d7cea01dc8" args="()" -->
105void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#6e800116f761e46b33a822d7cea01dc8">merge</a> ()</td></tr>
106
107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Merge values using mixture approximation. <br></td></tr>
108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0991d4ac37cc7fc44b5b065983de3dd8"></a><!-- doxytag: member="bdm::merger_mix::sample" ref="0991d4ac37cc7fc44b5b065983de3dd8" args="() const " -->
109vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#0991d4ac37cc7fc44b5b065983de3dd8">sample</a> () const </td></tr>
110
111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">sample from the approximating mixture <br></td></tr>
112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9737ad6d1ecf4e0cdd6cea6a40875a34"></a><!-- doxytag: member="bdm::merger_mix::evallog" ref="9737ad6d1ecf4e0cdd6cea6a40875a34" args="(const vec &amp;dt) const " -->
113double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#9737ad6d1ecf4e0cdd6cea6a40875a34">evallog</a> (const vec &amp;dt) const </td></tr>
114
115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">loglikelihood computed on mixture models <br></td></tr>
116<tr><td colspan="2"><div class="groupHeader">Access functions</div></td></tr>
117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fa37f0606bbdab195986995b77d57b67"></a><!-- doxytag: member="bdm::merger_mix::_Mix" ref="fa37f0606bbdab195986995b77d57b67" args="()" -->
118<a class="el" href="classbdm_1_1MixEF.html">MixEF</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#fa37f0606bbdab195986995b77d57b67">_Mix</a> ()</td></tr>
119
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr>
121<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1daae5402e15784f2ec1e88324930c12"></a><!-- doxytag: member="bdm::merger_mix::proposal" ref="1daae5402e15784f2ec1e88324930c12" args="()" -->
122<a class="el" href="classbdm_1_1emix.html">emix</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#1daae5402e15784f2ec1e88324930c12">proposal</a> ()</td></tr>
123
124<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr>
125<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9f12b2c66344e25e6b3ef0255d000478"></a><!-- doxytag: member="bdm::merger_mix::from_setting" ref="9f12b2c66344e25e6b3ef0255d000478" args="(const Setting &amp;set)" -->
126void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#9f12b2c66344e25e6b3ef0255d000478">from_setting</a> (const Setting &amp;set)</td></tr>
127
128<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">from_settings <br></td></tr>
129<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
130<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a9f469f841bb8d9cb9f30b9e3b93d26f"></a><!-- doxytag: member="bdm::merger_mix::set_support" ref="a9f469f841bb8d9cb9f30b9e3b93d26f" args="(rectangular_support &amp;Sup)" -->
131void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#a9f469f841bb8d9cb9f30b9e3b93d26f">set_support</a> (<a class="el" href="classbdm_1_1rectangular__support.html">rectangular_support</a> &amp;Sup)</td></tr>
132
133<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set support points from rectangular grid. <br></td></tr>
134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0165a2b0eaaebb7a38cfb352b6150cda"></a><!-- doxytag: member="bdm::merger_mix::set_support" ref="0165a2b0eaaebb7a38cfb352b6150cda" args="(discrete_support &amp;Sup)" -->
135void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#0165a2b0eaaebb7a38cfb352b6150cda">set_support</a> (<a class="el" href="classbdm_1_1discrete__support.html">discrete_support</a> &amp;Sup)</td></tr>
136
137<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set support points from dicrete grid. <br></td></tr>
138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="28af7b365ecd8c3a15f0e934496871e0"></a><!-- doxytag: member="bdm::merger_mix::set_support" ref="28af7b365ecd8c3a15f0e934496871e0" args="(const epdf &amp;overall, int N)" -->
139void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#28af7b365ecd8c3a15f0e934496871e0">set_support</a> (const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;overall, int N)</td></tr>
140
141<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set support points from a pdf by drawing N samples. <br></td></tr>
142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e4514484bac243585b0a1e44325e8add"></a><!-- doxytag: member="bdm::merger_mix::set_debug_file" ref="e4514484bac243585b0a1e44325e8add" args="(const string fname)" -->
143void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#e4514484bac243585b0a1e44325e8add">set_debug_file</a> (const string fname)</td></tr>
144
145<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set debug file <br></td></tr>
146<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="86698b7fd1e4320e9830d7dc24ee6c9e"></a><!-- doxytag: member="bdm::merger_mix::set_method" ref="86698b7fd1e4320e9830d7dc24ee6c9e" args="(MERGER_METHOD MTH=DFLT_METHOD, double beta0=DFLT_beta)" -->
147void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#86698b7fd1e4320e9830d7dc24ee6c9e">set_method</a> (MERGER_METHOD MTH=<a class="el" href="classbdm_1_1merger__base.html#7acdf3aeded70475ba8a26450a4e197c">DFLT_METHOD</a>, double beta0=<a class="el" href="classbdm_1_1merger__base.html#dfe17e57529d84e122e61401543e9de6">DFLT_beta</a>)</td></tr>
148
149<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set internal parameters used in approximation. <br></td></tr>
150<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
151<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1f52bf47d2cdd23a95b19e3da902e431"></a><!-- doxytag: member="bdm::merger_mix::merge_points" ref="1f52bf47d2cdd23a95b19e3da902e431" args="(mat &amp;lW)" -->
152vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#1f52bf47d2cdd23a95b19e3da902e431">merge_points</a> (mat &amp;lW)</td></tr>
153
154<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Merge log-likelihood values in points using method specified by parameter METHOD. <br></td></tr>
155<tr><td class="memItemLeft" nowrap align="right" valign="top">vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#021acbf1a6e3bfde2a1b9c1c73cea6e0">mean</a> () const </td></tr>
156
157<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">weight w is a  <a href="#021acbf1a6e3bfde2a1b9c1c73cea6e0"></a><br></td></tr>
158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="41919c12fd6a07a8e00775c54ba4758a"></a><!-- doxytag: member="bdm::merger_mix::covariance" ref="41919c12fd6a07a8e00775c54ba4758a" args="() const " -->
159mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>covariance</b> () const </td></tr>
160
161<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="76fe431922844d132b4e1ecf70f53c99"></a><!-- doxytag: member="bdm::merger_mix::variance" ref="76fe431922844d132b4e1ecf70f53c99" args="() const " -->
162vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#76fe431922844d132b4e1ecf70f53c99">variance</a> () const </td></tr>
163
164<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr>
165<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
166<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fb682e470103f4e0b353b7c9200d177f"></a><!-- doxytag: member="bdm::merger_mix::_Smp" ref="fb682e470103f4e0b353b7c9200d177f" args="()" -->
167<a class="el" href="classbdm_1_1eEmp.html">eEmp</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#fb682e470103f4e0b353b7c9200d177f">_Smp</a> ()</td></tr>
168
169<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr>
170<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="400e222d4c41dc57ac19e6735429c4cb"></a><!-- doxytag: member="bdm::merger_mix::validate" ref="400e222d4c41dc57ac19e6735429c4cb" args="()" -->
171void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#400e222d4c41dc57ac19e6735429c4cb">validate</a> ()</td></tr>
172
173<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr>
174<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
175<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>
176<li>empty constructor, </li>
177<li>copy constructor,</li>
178</ul>
179The following constructors should be supported for convenience: <ul>
180<li>constructor followed by calling <code><a class="el" href="classbdm_1_1merger__mix.html#a6d90b23edca00d392cd472297a57fe3" title="Set internal parameters used in approximation.">set_parameters()</a></code> </li>
181<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>
182</ul>
183All internal data structures are constructed as empty. Their values (including sizes) will be set by method <code><a class="el" href="classbdm_1_1merger__mix.html#a6d90b23edca00d392cd472297a57fe3" title="Set internal parameters used in approximation.">set_parameters()</a></code>. This way references can be initialized in constructors. <br><br></div></td></tr>
184<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::merger_mix::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" -->
185void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr>
186
187<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr>
188<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::merger_mix::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " -->
189virtual 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>
190
191<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_14.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_15.png">. <br></td></tr>
192<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d08b68a5abd461f1b6519597e344caf8"></a><!-- doxytag: member="bdm::merger_mix::evallog_m" ref="d08b68a5abd461f1b6519597e344caf8" args="(const mat &amp;Val) const " -->
193virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#d08b68a5abd461f1b6519597e344caf8">evallog_m</a> (const mat &amp;Val) 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="9bc02dae61584138443baf6b1cbc1ac9"></a><!-- doxytag: member="bdm::merger_mix::evallog_m" ref="9bc02dae61584138443baf6b1cbc1ac9" args="(const Array&lt; vec &gt; &amp;Avec) const " -->
197virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#9bc02dae61584138443baf6b1cbc1ac9">evallog_m</a> (const Array&lt; vec &gt; &amp;Avec) const </td></tr>
198
199<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr>
200<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1499d35b79bce0cfa64fc5cafb9c03b2"></a><!-- doxytag: member="bdm::merger_mix::condition" ref="1499d35b79bce0cfa64fc5cafb9c03b2" args="(const RV &amp;rv) const " -->
201virtual <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#1499d35b79bce0cfa64fc5cafb9c03b2">condition</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>
202
203<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>
204<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a84b05f5293cab2aeb4e07faffa60906"></a><!-- doxytag: member="bdm::merger_mix::marginal" ref="a84b05f5293cab2aeb4e07faffa60906" args="(const RV &amp;rv) const " -->
205virtual <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1epdf.html">epdf</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#a84b05f5293cab2aeb4e07faffa60906">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>
206
207<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>
208<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::merger_mix::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " -->
209virtual 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>
210
211<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>
212<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr>
213<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>
214<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::merger_mix::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" -->
215void&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>
216
217<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr>
218<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::merger_mix::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " -->
219bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr>
220
221<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr>
222<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::merger_mix::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " -->
223const <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>
224
225<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr>
226<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
227<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::merger_mix::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " -->
228int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr>
229
230<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr>
231<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
232<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cb885228de5b2822d33d7cea4de53112"></a><!-- doxytag: member="bdm::merger_mix::Mix" ref="cb885228de5b2822d33d7cea4de53112" args="" -->
233<a class="el" href="classbdm_1_1MixEF.html">MixEF</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#cb885228de5b2822d33d7cea4de53112">Mix</a></td></tr>
234
235<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal mixture of EF models. <br></td></tr>
236<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="83275ad036e7acda876babfa6ac1f07f"></a><!-- doxytag: member="bdm::merger_mix::Ncoms" ref="83275ad036e7acda876babfa6ac1f07f" args="" -->
237int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#83275ad036e7acda876babfa6ac1f07f">Ncoms</a></td></tr>
238
239<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Number of components in a mixture. <br></td></tr>
240<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cb7d8918bea514f62321988dfd0d6b58"></a><!-- doxytag: member="bdm::merger_mix::effss_coef" ref="cb7d8918bea514f62321988dfd0d6b58" args="" -->
241double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#cb7d8918bea514f62321988dfd0d6b58">effss_coef</a></td></tr>
242
243<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">coefficient of resampling [0,1] <br></td></tr>
244<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="996571da3a24431a9d159e625b0717cd"></a><!-- doxytag: member="bdm::merger_mix::stop_niter" ref="996571da3a24431a9d159e625b0717cd" args="" -->
245int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#996571da3a24431a9d159e625b0717cd">stop_niter</a></td></tr>
246
247<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">stop after niter iterations <br></td></tr>
248<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3127be48ba35960b943d31aa8b9abf88"></a><!-- doxytag: member="bdm::merger_mix::mpdfs" ref="3127be48ba35960b943d31aa8b9abf88" args="" -->
249Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#3127be48ba35960b943d31aa8b9abf88">mpdfs</a></td></tr>
250
251<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Elements of composition. <br></td></tr>
252<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="09bc4d43dec350a40d17953b8b59d3b7"></a><!-- doxytag: member="bdm::merger_mix::dls" ref="09bc4d43dec350a40d17953b8b59d3b7" args="" -->
253Array&lt; <a class="el" href="classbdm_1_1datalink__m2e.html">datalink_m2e</a> * &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#09bc4d43dec350a40d17953b8b59d3b7">dls</a></td></tr>
254
255<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Data link for each <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> in mpdfs. <br></td></tr>
256<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4e66803b04fc04b21b3716b3a317421f"></a><!-- doxytag: member="bdm::merger_mix::rvzs" ref="4e66803b04fc04b21b3716b3a317421f" args="" -->
257Array&lt; <a class="el" href="classbdm_1_1RV.html">RV</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#4e66803b04fc04b21b3716b3a317421f">rvzs</a></td></tr>
258
259<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array of rvs that are not modelled by mpdfs at all, <img class="formulaInl" alt="$ z_i $" src="form_111.png">. <br></td></tr>
260<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8098858f2edb1294122cbe4f05bf8694"></a><!-- doxytag: member="bdm::merger_mix::zdls" ref="8098858f2edb1294122cbe4f05bf8694" args="" -->
261Array&lt; <a class="el" href="classbdm_1_1datalink__m2e.html">datalink_m2e</a> * &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#8098858f2edb1294122cbe4f05bf8694">zdls</a></td></tr>
262
263<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Data Links for extension <img class="formulaInl" alt="$ f(z_i|x_i,y_i) $" src="form_113.png">. <br></td></tr>
264<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="39d263d92aa85553730c44958a92a541"></a><!-- doxytag: member="bdm::merger_mix::Npoints" ref="39d263d92aa85553730c44958a92a541" args="" -->
265int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#39d263d92aa85553730c44958a92a541">Npoints</a></td></tr>
266
267<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">number of support points <br></td></tr>
268<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4f6cd7ebe1c3c7556039dbfeb00f71f5"></a><!-- doxytag: member="bdm::merger_mix::Nsources" ref="4f6cd7ebe1c3c7556039dbfeb00f71f5" args="" -->
269int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#4f6cd7ebe1c3c7556039dbfeb00f71f5">Nsources</a></td></tr>
270
271<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">number of sources <br></td></tr>
272<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ee197330820127f3d12106ddee6b25c7"></a><!-- doxytag: member="bdm::merger_mix::METHOD" ref="ee197330820127f3d12106ddee6b25c7" args="" -->
273MERGER_METHOD&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#ee197330820127f3d12106ddee6b25c7">METHOD</a></td></tr>
274
275<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">switch of the methoh used for merging <br></td></tr>
276<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="972f64f6f388b929cf94d2c478116f14"></a><!-- doxytag: member="bdm::merger_mix::beta" ref="972f64f6f388b929cf94d2c478116f14" args="" -->
277double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#972f64f6f388b929cf94d2c478116f14">beta</a></td></tr>
278
279<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Prior on the log-normal merging model. <br></td></tr>
280<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a042ce6ee1fb91048ea89bec9934718e"></a><!-- doxytag: member="bdm::merger_mix::eSmp" ref="a042ce6ee1fb91048ea89bec9934718e" args="" -->
281<a class="el" href="classbdm_1_1eEmp.html">eEmp</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#a042ce6ee1fb91048ea89bec9934718e">eSmp</a></td></tr>
282
283<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Projection to empirical density (could also be piece-wise linear). <br></td></tr>
284<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dd180c651a75a131d125305f6bb017f7"></a><!-- doxytag: member="bdm::merger_mix::DBG" ref="dd180c651a75a131d125305f6bb017f7" args="" -->
285bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#dd180c651a75a131d125305f6bb017f7">DBG</a></td></tr>
286
287<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">debug or not debug <br></td></tr>
288<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b2c6278b996696cb711cb7be900ccf5b"></a><!-- doxytag: member="bdm::merger_mix::dbg_file" ref="b2c6278b996696cb711cb7be900ccf5b" args="" -->
289it_file *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#b2c6278b996696cb711cb7be900ccf5b">dbg_file</a></td></tr>
290
291<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">debugging file <br></td></tr>
292<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::merger_mix::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" -->
293int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr>
294
295<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr>
296<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::merger_mix::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" -->
297<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>
298
299<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr>
300<tr><td colspan="2"><br><h2>Static Protected Attributes</h2></td></tr>
301<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="615688c5aeea9a7eee2b0b4424e8ceab"></a><!-- doxytag: member="bdm::merger_mix::DFLT_Ncoms" ref="615688c5aeea9a7eee2b0b4424e8ceab" args="" -->
302static const int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#615688c5aeea9a7eee2b0b4424e8ceab">DFLT_Ncoms</a> = 10</td></tr>
303
304<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">default value for Ncoms <br></td></tr>
305<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3ee8d9f7055b573c02e6a35875ec2397"></a><!-- doxytag: member="bdm::merger_mix::DFLT_effss_coef" ref="3ee8d9f7055b573c02e6a35875ec2397" args="" -->
306static const double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__mix.html#3ee8d9f7055b573c02e6a35875ec2397">DFLT_effss_coef</a> = 0.5</td></tr>
307
308<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">default value for efss_coef; <br></td></tr>
309<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7acdf3aeded70475ba8a26450a4e197c"></a><!-- doxytag: member="bdm::merger_mix::DFLT_METHOD" ref="7acdf3aeded70475ba8a26450a4e197c" args="" -->
310static const MERGER_METHOD&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#7acdf3aeded70475ba8a26450a4e197c">DFLT_METHOD</a> = LOGNORMAL</td></tr>
311
312<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default for METHOD. <br></td></tr>
313<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dfe17e57529d84e122e61401543e9de6"></a><!-- doxytag: member="bdm::merger_mix::DFLT_beta" ref="dfe17e57529d84e122e61401543e9de6" args="" -->
314static const double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#dfe17e57529d84e122e61401543e9de6">DFLT_beta</a> = 1.2</td></tr>
315
316<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">default for beta <br></td></tr>
317</table>
318<hr><a name="_details"></a><h2>Detailed Description</h2>
319Merger using importance sampling with mixture proposal density. <hr><h2>Member Function Documentation</h2>
320<a class="anchor" name="021acbf1a6e3bfde2a1b9c1c73cea6e0"></a><!-- doxytag: member="bdm::merger_mix::mean" ref="021acbf1a6e3bfde2a1b9c1c73cea6e0" args="() const " -->
321<div class="memitem">
322<div class="memproto">
323      <table class="memname">
324        <tr>
325          <td class="memname">vec bdm::merger_base::mean           </td>
326          <td>(</td>
327          <td class="paramname">          </td>
328          <td>&nbsp;)&nbsp;</td>
329          <td> const<code> [inline, virtual, inherited]</code></td>
330        </tr>
331      </table>
332</div>
333<div class="memdoc">
334
335<p>
336weight w is a
337<p>
338sample from merged density
339<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75">bdm::epdf</a>.</p>
340
341<p>References <a class="el" href="exp__family_8h_source.html#l01259">bdm::eEmp::_samples()</a>, <a class="el" href="exp__family_8h_source.html#l01255">bdm::eEmp::_w()</a>, <a class="el" href="bdmbase_8h_source.html#l00329">bdm::epdf::dim</a>, <a class="el" href="merger_8h_source.html#l00076">bdm::merger_base::eSmp</a>, and <a class="el" href="merger_8h_source.html#l00060">bdm::merger_base::Npoints</a>.</p>
342
343<p>Referenced by <a class="el" href="merger_8h_source.html#l00241">bdm::merger_base::variance()</a>.</p>
344
345</div>
346</div><p>
347<hr>The documentation for this class was generated from the following files:<ul>
348<li><a class="el" href="merger_8h_source.html">merger.h</a><li>merger.cpp</ul>
349</div>
350<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:49 2009 for mixpp by&nbsp;
351<a href="http://www.doxygen.org/index.html">
352<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address>
353</body>
354</html>
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