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71<h1>bdm::merger_base Class Reference</h1><!-- doxytag: class="bdm::merger_base" --><!-- doxytag: inherits="bdm::compositepdf,bdm::epdf" -->Base class for general combination of pdfs on discrete support. 
72<a href="#_details">More...</a>
73<p>
74<code>#include &lt;<a class="el" href="merger_8h-source.html">merger.h</a>&gt;</code>
75<p>
76
77<p>
78<a href="classbdm_1_1merger__base-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="2ca1b8d18f845b2fe29f4f77969e0596"></a><!-- doxytag: member="bdm::merger_base::set_elements" ref="2ca1b8d18f845b2fe29f4f77969e0596" args="(const Array&lt; mpdf * &gt; A0)" -->
82void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_elements</b> (const Array&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> * &gt; A0)</td></tr>
83
84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1compositepdf.html#c73d39acc4378eee6a63155c3517d3c9">getrv</a> (bool checkoverlap=false)</td></tr>
85
86<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">find common rv, flag  <a href="#c73d39acc4378eee6a63155c3517d3c9"></a><br></td></tr>
87<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c71fc2c51f49d797e61f479f543c75ce"></a><!-- doxytag: member="bdm::merger_base::setrvc" ref="c71fc2c51f49d797e61f479f543c75ce" args="(const RV &amp;rv, RV &amp;rvc)" -->
88void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1compositepdf.html#c71fc2c51f49d797e61f479f543c75ce">setrvc</a> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;<a class="el" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">rv</a>, <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvc)</td></tr>
89
90<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">common rvc of all mpdfs is written to rvc <br></td></tr>
91<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e47a8bd9337478fa4e46d5a2a4336f9a"></a><!-- doxytag: member="bdm::merger_base::to_string" ref="e47a8bd9337478fa4e46d5a2a4336f9a" args="()" -->
92virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bdmroot.html#e47a8bd9337478fa4e46d5a2a4336f9a">to_string</a> ()</td></tr>
93
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr>
95<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d4602efd3ad9fb9e4532426e4f488df8"></a><!-- doxytag: member="bdm::merger_base::from_setting" ref="d4602efd3ad9fb9e4532426e4f488df8" args="(const Setting &amp;root)" -->
96virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bdmroot.html#d4602efd3ad9fb9e4532426e4f488df8">from_setting</a> (const Setting &amp;root)</td></tr>
97
98<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method arrange instance properties according the data stored in the Setting structure. <br></td></tr>
99<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dd74cb898b22b95b7ee528e040a07618"></a><!-- doxytag: member="bdm::merger_base::to_setting" ref="dd74cb898b22b95b7ee528e040a07618" args="(Setting &amp;root) const " -->
100virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bdmroot.html#dd74cb898b22b95b7ee528e040a07618">to_setting</a> (Setting &amp;root) const </td></tr>
101
102<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr>
103<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d8cc21ea15fc723065eed5f3100757a5"></a><!-- doxytag: member="bdm::merger_base::validate" ref="d8cc21ea15fc723065eed5f3100757a5" args="()" -->
104virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1bdmroot.html#d8cc21ea15fc723065eed5f3100757a5">validate</a> ()</td></tr>
105
106<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr>
107<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f9d8c6c26c6520dbb17d4e80f635e7be"></a><!-- doxytag: member="bdm::merger_base::merger_base" ref="f9d8c6c26c6520dbb17d4e80f635e7be" args="()" -->
109&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#f9d8c6c26c6520dbb17d4e80f635e7be">merger_base</a> ()</td></tr>
110
111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Empty constructor. <br></td></tr>
112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ed5cbd925628893a51c36bc1807f4a75"></a><!-- doxytag: member="bdm::merger_base::merger_base" ref="ed5cbd925628893a51c36bc1807f4a75" args="(const Array&lt; mpdf * &gt; &amp;S)" -->
113&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#ed5cbd925628893a51c36bc1807f4a75">merger_base</a> (const Array&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> * &gt; &amp;S)</td></tr>
114
115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor from sources. <br></td></tr>
116<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bde0fd02ae620b4130e768fa70aafa94"></a><!-- doxytag: member="bdm::merger_base::set_sources" ref="bde0fd02ae620b4130e768fa70aafa94" args="(const Array&lt; mpdf * &gt; &amp;Sources)" -->
117void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#bde0fd02ae620b4130e768fa70aafa94">set_sources</a> (const Array&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> * &gt; &amp;Sources)</td></tr>
118
119<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Function setting the main internal structures. <br></td></tr>
120<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e4514484bac243585b0a1e44325e8add"></a><!-- doxytag: member="bdm::merger_base::set_debug_file" ref="e4514484bac243585b0a1e44325e8add" args="(const string fname)" -->
121void&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>
122
123<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set debug file <br></td></tr>
124<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5c85ba8a7c5246674891c6ebbf59ef54"></a><!-- doxytag: member="bdm::merger_base::set_parameters" ref="5c85ba8a7c5246674891c6ebbf59ef54" args="(double beta0, MERGER_METHOD MTH)" -->
125void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#5c85ba8a7c5246674891c6ebbf59ef54">set_parameters</a> (double beta0, MERGER_METHOD MTH)</td></tr>
126
127<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set internal parameters used in approximation. <br></td></tr>
128<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c02a1c55042c40cd190e240f1329d8d4"></a><!-- doxytag: member="bdm::merger_base::set_support" ref="c02a1c55042c40cd190e240f1329d8d4" args="(epdf &amp;overall, int N)" -->
129void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#c02a1c55042c40cd190e240f1329d8d4">set_support</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;overall, int N)</td></tr>
130
131<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set support points from a pdf. <br></td></tr>
132<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="32d7e1dd6d91f77c81df7e82aac18689"></a><!-- doxytag: member="bdm::merger_base::~merger_base" ref="32d7e1dd6d91f77c81df7e82aac18689" args="()" -->
133virtual&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#32d7e1dd6d91f77c81df7e82aac18689">~merger_base</a> ()</td></tr>
134
135<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Destructor. <br></td></tr>
136<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
137<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fcaf1960643dba08fd17dec57b05c1f2"></a><!-- doxytag: member="bdm::merger_base::merge" ref="fcaf1960643dba08fd17dec57b05c1f2" args="()" -->
138void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#fcaf1960643dba08fd17dec57b05c1f2">merge</a> ()</td></tr>
139
140<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Merge given sources in given points. <br></td></tr>
141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1f52bf47d2cdd23a95b19e3da902e431"></a><!-- doxytag: member="bdm::merger_base::merge_points" ref="1f52bf47d2cdd23a95b19e3da902e431" args="(mat &amp;lW)" -->
142vec&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>
143
144<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Merge log-likelihood values in points using method specified by parameter METHOD. <br></td></tr>
145<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>
146
147<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">weight w is a  <a href="#021acbf1a6e3bfde2a1b9c1c73cea6e0"></a><br></td></tr>
148<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="41919c12fd6a07a8e00775c54ba4758a"></a><!-- doxytag: member="bdm::merger_base::covariance" ref="41919c12fd6a07a8e00775c54ba4758a" args="() const " -->
149mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>covariance</b> () const </td></tr>
150
151<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="76fe431922844d132b4e1ecf70f53c99"></a><!-- doxytag: member="bdm::merger_base::variance" ref="76fe431922844d132b4e1ecf70f53c99" args="() const " -->
152vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#76fe431922844d132b4e1ecf70f53c99">variance</a> () const </td></tr>
153
154<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">return expected variance (not covariance!) <br></td></tr>
155<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
156<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fb682e470103f4e0b353b7c9200d177f"></a><!-- doxytag: member="bdm::merger_base::_Smp" ref="fb682e470103f4e0b353b7c9200d177f" args="()" -->
157<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>
158
159<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Access function. <br></td></tr>
160<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
161<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>
162<li>empty constructor, </li>
163<li>copy constructor,</li>
164</ul>
165The following constructors should be supported for convenience: <ul>
166<li>constructor followed by calling <code><a class="el" href="classbdm_1_1merger__base.html#5c85ba8a7c5246674891c6ebbf59ef54" title="Set internal parameters used in approximation.">set_parameters()</a></code> </li>
167<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>
168</ul>
169All internal data structures are constructed as empty. Their values (including sizes) will be set by method <code><a class="el" href="classbdm_1_1merger__base.html#5c85ba8a7c5246674891c6ebbf59ef54" title="Set internal parameters used in approximation.">set_parameters()</a></code>. This way references can be initialized in constructors. <br><br></div></td></tr>
170<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="840de94aa33cf4f2ebd2427f45a165d8"></a><!-- doxytag: member="bdm::merger_base::set_parameters" ref="840de94aa33cf4f2ebd2427f45a165d8" args="(int dim0)" -->
171void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (int dim0)</td></tr>
172
173<tr><td colspan="2"><div class="groupHeader">Matematical Operations</div></td></tr>
174<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="75ba57a89681a8efec488f5796c7cc1b"></a><!-- doxytag: member="bdm::merger_base::sample" ref="75ba57a89681a8efec488f5796c7cc1b" args="() const " -->
175virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b">sample</a> () const </td></tr>
176
177<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample, <img class="formulaInl" alt="$ x $" src="form_45.png"> from density <img class="formulaInl" alt="$ f_x()$" src="form_46.png">. <br></td></tr>
178<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b4cf45fd83cc7573ede9fe1215256058"></a><!-- doxytag: member="bdm::merger_base::sample_m" ref="b4cf45fd83cc7573ede9fe1215256058" args="(int N) const " -->
179virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058">sample_m</a> (int N) const </td></tr>
180
181<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns N samples, <img class="formulaInl" alt="$ [x_1 , x_2 , \ldots \ $" src="form_47.png"> from density <img class="formulaInl" alt="$ f_x(rv)$" src="form_48.png">. <br></td></tr>
182<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="deab266d63c236c277538867d5c3f249"></a><!-- doxytag: member="bdm::merger_base::evallog" ref="deab266d63c236c277538867d5c3f249" args="(const vec &amp;val) const " -->
183virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249">evallog</a> (const vec &amp;val) const </td></tr>
184
185<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of argument <code>val</code>. <br></td></tr>
186<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="34956d4dd3176eeb5937cf48a1546b62"></a><!-- doxytag: member="bdm::merger_base::evallog_m" ref="34956d4dd3176eeb5937cf48a1546b62" args="(const mat &amp;Val) const " -->
187virtual 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>
188
189<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Compute log-probability of multiple values argument <code>val</code>. <br></td></tr>
190<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e584eac5579c1b6384947ecf66166c77"></a><!-- doxytag: member="bdm::merger_base::condition" ref="e584eac5579c1b6384947ecf66166c77" args="(const RV &amp;rv) const " -->
191virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#e584eac5579c1b6384947ecf66166c77">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>
192
193<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>
194<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3fb2ece54f720b62ad325e61214fa0a1"></a><!-- doxytag: member="bdm::merger_base::marginal" ref="3fb2ece54f720b62ad325e61214fa0a1" args="(const RV &amp;rv) const " -->
195virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#3fb2ece54f720b62ad325e61214fa0a1">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>
196
197<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>
198<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a7705e80601957f7226d333a0a6d539"></a><!-- doxytag: member="bdm::merger_base::qbounds" ref="0a7705e80601957f7226d333a0a6d539" args="(vec &amp;lb, vec &amp;ub, double percentage=0.95) const " -->
199virtual 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>
200
201<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>
202<tr><td colspan="2"><div class="groupHeader">Connection to other classes</div></td></tr>
203<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>
204<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f423e28448dbb69ef4905295ec8de8ff"></a><!-- doxytag: member="bdm::merger_base::set_rv" ref="f423e28448dbb69ef4905295ec8de8ff" args="(const RV &amp;rv0)" -->
205void&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>
206
207<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name its rv. <br></td></tr>
208<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c4b863ff84c7a4882fb3ad18556027f9"></a><!-- doxytag: member="bdm::merger_base::isnamed" ref="c4b863ff84c7a4882fb3ad18556027f9" args="() const " -->
209bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">isnamed</a> () const </td></tr>
210
211<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">True if rv is assigned. <br></td></tr>
212<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ab378d5e004c3ff3e2d4e64f7bba21"></a><!-- doxytag: member="bdm::merger_base::_rv" ref="a4ab378d5e004c3ff3e2d4e64f7bba21" args="() const " -->
213const <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>
214
215<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Return name (fails when isnamed is false). <br></td></tr>
216<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
217<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7083a65f7b7a0d0d13b2c516bd2ec29c"></a><!-- doxytag: member="bdm::merger_base::dimension" ref="7083a65f7b7a0d0d13b2c516bd2ec29c" args="() const " -->
218int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">dimension</a> () const </td></tr>
219
220<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Size of the random variable. <br></td></tr>
221<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
222<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="09bc4d43dec350a40d17953b8b59d3b7"></a><!-- doxytag: member="bdm::merger_base::dls" ref="09bc4d43dec350a40d17953b8b59d3b7" args="" -->
223Array&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>
224
225<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 some dependencies.">mpdf</a> in mpdfs. <br></td></tr>
226<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4e66803b04fc04b21b3716b3a317421f"></a><!-- doxytag: member="bdm::merger_base::rvzs" ref="4e66803b04fc04b21b3716b3a317421f" args="" -->
227Array&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>
228
229<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 $" src="form_127.png">. <br></td></tr>
230<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8098858f2edb1294122cbe4f05bf8694"></a><!-- doxytag: member="bdm::merger_base::zdls" ref="8098858f2edb1294122cbe4f05bf8694" args="" -->
231Array&lt; <a class="el" href="classbdm_1_1datalink__m2e.html">datalink_m2e</a> * &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#8098858f2edb1294122cbe4f05bf8694">zdls</a></td></tr>
232
233<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Data Links for extension <img class="formulaInl" alt="$ f(z_i|x_i,y_i) $" src="form_129.png">. <br></td></tr>
234<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="52e33b1aa153fa700cc036be2b12f9bd"></a><!-- doxytag: member="bdm::merger_base::Ns" ref="52e33b1aa153fa700cc036be2b12f9bd" args="" -->
235int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#52e33b1aa153fa700cc036be2b12f9bd">Ns</a></td></tr>
236
237<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">number of sources <br></td></tr>
238<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ee197330820127f3d12106ddee6b25c7"></a><!-- doxytag: member="bdm::merger_base::METHOD" ref="ee197330820127f3d12106ddee6b25c7" args="" -->
239MERGER_METHOD&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#ee197330820127f3d12106ddee6b25c7">METHOD</a></td></tr>
240
241<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">switch of the methoh used for merging <br></td></tr>
242<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="972f64f6f388b929cf94d2c478116f14"></a><!-- doxytag: member="bdm::merger_base::beta" ref="972f64f6f388b929cf94d2c478116f14" args="" -->
243double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#972f64f6f388b929cf94d2c478116f14">beta</a></td></tr>
244
245<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Prior on the log-normal merging model. <br></td></tr>
246<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a042ce6ee1fb91048ea89bec9934718e"></a><!-- doxytag: member="bdm::merger_base::eSmp" ref="a042ce6ee1fb91048ea89bec9934718e" args="" -->
247<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>
248
249<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Projection to empirical density (could also be piece-wise linear). <br></td></tr>
250<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dd180c651a75a131d125305f6bb017f7"></a><!-- doxytag: member="bdm::merger_base::DBG" ref="dd180c651a75a131d125305f6bb017f7" args="" -->
251bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#dd180c651a75a131d125305f6bb017f7">DBG</a></td></tr>
252
253<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">debug or not debug <br></td></tr>
254<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7b0b7549b8335cdd26faee68093da3ad"></a><!-- doxytag: member="bdm::merger_base::dbg" ref="7b0b7549b8335cdd26faee68093da3ad" args="" -->
255it_file *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1merger__base.html#7b0b7549b8335cdd26faee68093da3ad">dbg</a></td></tr>
256
257<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">debugging file <br></td></tr>
258<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="23faf2debc4dde10836393b8c665914a"></a><!-- doxytag: member="bdm::merger_base::mpdfs" ref="23faf2debc4dde10836393b8c665914a" args="" -->
259Array&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_1compositepdf.html#23faf2debc4dde10836393b8c665914a">mpdfs</a></td></tr>
260
261<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Elements of composition. <br></td></tr>
262<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="16adac20ec7fe07e1ea0b27d917788ce"></a><!-- doxytag: member="bdm::merger_base::dim" ref="16adac20ec7fe07e1ea0b27d917788ce" args="" -->
263int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">dim</a></td></tr>
264
265<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the random variable <br></td></tr>
266<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="62c5b8ff71d9ebe6cd58d3c342eb1dc8"></a><!-- doxytag: member="bdm::merger_base::rv" ref="62c5b8ff71d9ebe6cd58d3c342eb1dc8" args="" -->
267<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>
268
269<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Description of the random variable. <br></td></tr>
270</table>
271<hr><a name="_details"></a><h2>Detailed Description</h2>
272Base class for general combination of pdfs on discrete support.
273<p>
274Mixtures of Gaussian densities are used internally. Switching to other densities should be trivial.<p>
275The merged pdfs are expected to be of the form: <p class="formulaDsp">
276<img class="formulaDsp" alt="\[ f(x_i|y_i), i=1..n \]" src="form_124.png">
277<p>
278 where the resulting merger is a density on <img class="formulaInl" alt="$ \cup [x_i,y_i] $" src="form_125.png"> . Note that all variables will be joined.<p>
279As a result of this feature, each source must be extended to common support <p class="formulaDsp">
280<img class="formulaDsp" alt="\[ f(z_i|y_i,x_i) f(x_i|y_i) f(y_i) i=1..n \]" src="form_126.png">
281<p>
282 where <img class="formulaInl" alt="$ z_i $" src="form_127.png"> accumulate variables that were not in the original source. These extensions are calculated on-the-fly.<p>
283However, these operations can not be performed in general. Hence, this class merges only sources on common support, <img class="formulaInl" alt="$ y_i={}, z_i={}, \forall i $" src="form_128.png">. For merging of more general cases, use offsprings merger_mix and merger_grid. <hr><h2>Member Function Documentation</h2>
284<a class="anchor" name="c73d39acc4378eee6a63155c3517d3c9"></a><!-- doxytag: member="bdm::merger_base::getrv" ref="c73d39acc4378eee6a63155c3517d3c9" args="(bool checkoverlap=false)" -->
285<div class="memitem">
286<div class="memproto">
287      <table class="memname">
288        <tr>
289          <td class="memname"><a class="el" href="classbdm_1_1RV.html">RV</a> bdm::compositepdf::getrv           </td>
290          <td>(</td>
291          <td class="paramtype">bool&nbsp;</td>
292          <td class="paramname"> <em>checkoverlap</em> = <code>false</code>          </td>
293          <td>&nbsp;)&nbsp;</td>
294          <td><code> [inherited]</code></td>
295        </tr>
296      </table>
297</div>
298<div class="memdoc">
299
300<p>
301find common rv, flag
302<p>
303<dl compact><dt><b>Parameters:</b></dt><dd>
304  <table border="0" cellspacing="2" cellpadding="0">
305    <tr><td valign="top"></td><td valign="top"><em>checkoverlap</em>&nbsp;</td><td>modifies whether overlaps are acceptable </td></tr>
306  </table>
307</dl>
308
309<p>References <a class="el" href="libBM_8cpp-source.html#l00078">bdm::RV::add()</a>, and <a class="el" href="libBM_8h-source.html#l00561">bdm::compositepdf::mpdfs</a>.</p>
310
311<p>Referenced by <a class="el" href="merger_8h-source.html#l00079">set_sources()</a>.</p>
312
313</div>
314</div><p>
315<a class="anchor" name="021acbf1a6e3bfde2a1b9c1c73cea6e0"></a><!-- doxytag: member="bdm::merger_base::mean" ref="021acbf1a6e3bfde2a1b9c1c73cea6e0" args="() const " -->
316<div class="memitem">
317<div class="memproto">
318      <table class="memname">
319        <tr>
320          <td class="memname">vec bdm::merger_base::mean           </td>
321          <td>(</td>
322          <td class="paramname">          </td>
323          <td>&nbsp;)&nbsp;</td>
324          <td> const<code> [inline, virtual]</code></td>
325        </tr>
326      </table>
327</div>
328<div class="memdoc">
329
330<p>
331weight w is a
332<p>
333sample from merged density
334<p>Reimplemented from <a class="el" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75">bdm::epdf</a>.</p>
335
336<p>References <a class="el" href="libEF_8h-source.html#l01037">bdm::eEmp::_samples()</a>, <a class="el" href="libEF_8h-source.html#l01033">bdm::eEmp::_w()</a>, <a class="el" href="libBM_8h-source.html#l00232">bdm::epdf::dim</a>, <a class="el" href="merger_8h-source.html#l00063">eSmp</a>, and <a class="el" href="merger_8h-source.html#l00055">Ns</a>.</p>
337
338<p>Referenced by <a class="el" href="merger_8h-source.html#l00192">variance()</a>.</p>
339
340</div>
341</div><p>
342<hr>The documentation for this class was generated from the following files:<ul>
343<li><a class="el" href="merger_8h-source.html">merger.h</a><li>merger.cpp</ul>
344</div>
345<hr size="1"><address style="text-align: right;"><small>Generated on Wed Jun 17 14:13:29 2009 for mixpp by&nbsp;
346<a href="http://www.doxygen.org/index.html">
347<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
348</body>
349</html>
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