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18<h1>work/git/mixpp/bdm/stat/libBM.h</h1><a href="libBM_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001
19<a name="l00017"></a>00017 <span class="preprocessor">#ifndef BM_H</span>
20<a name="l00018"></a>00018 <span class="preprocessor"></span><span class="preprocessor">#define BM_H</span>
21<a name="l00019"></a>00019 <span class="preprocessor"></span>
22<a name="l00020"></a>00020 <span class="preprocessor">#include &lt;itpp/itbase.h&gt;</span>
23<a name="l00021"></a>00021 <span class="preprocessor">#include "../itpp_ext.h"</span>
24<a name="l00022"></a>00022 <span class="comment">//#include &lt;std&gt;</span>
25<a name="l00023"></a>00023
26<a name="l00024"></a>00024 <span class="keyword">using namespace </span>itpp;
27<a name="l00025"></a>00025
28<a name="l00027"></a><a class="code" href="classstr.html">00027</a> <span class="keyword">class </span><a class="code" href="classstr.html" title="Structure of RV (used internally), i.e. expanded RVs.">str</a> {
29<a name="l00028"></a>00028 <span class="keyword">public</span>:
30<a name="l00030"></a><a class="code" href="classstr.html#8c4e7241505999c272eb15e586ba7923">00030</a>         ivec <a class="code" href="classstr.html#8c4e7241505999c272eb15e586ba7923" title="vector id ids (non-unique!)">ids</a>;
31<a name="l00032"></a><a class="code" href="classstr.html#a55be419d33638dd0b2de3ecd64a4f27">00032</a>         ivec <a class="code" href="classstr.html#a55be419d33638dd0b2de3ecd64a4f27" title="vector of times">times</a>;
32<a name="l00034"></a><a class="code" href="classstr.html#11ba7967bca045fe27fab8e70b6c0598">00034</a>         <a class="code" href="classstr.html#11ba7967bca045fe27fab8e70b6c0598" title="Default constructor.">str</a> ( ivec ids0, ivec times0 ) :<a class="code" href="classstr.html#8c4e7241505999c272eb15e586ba7923" title="vector id ids (non-unique!)">ids</a> ( ids0 ),<a class="code" href="classstr.html#a55be419d33638dd0b2de3ecd64a4f27" title="vector of times">times</a> ( times0 ) {
33<a name="l00035"></a>00035                 it_assert_debug ( times0.length() ==ids0.length(),<span class="stringliteral">"Incompatible input"</span> );
34<a name="l00036"></a>00036         };
35<a name="l00037"></a>00037 };
36<a name="l00038"></a>00038
37<a name="l00045"></a><a class="code" href="classRV.html">00045</a> <span class="keyword">class </span><a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> {
38<a name="l00046"></a>00046 <span class="keyword">protected</span>:
39<a name="l00048"></a><a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25">00048</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>;
40<a name="l00050"></a><a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9">00050</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9" title="len = number of individual rvs">len</a>;
41<a name="l00052"></a><a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9">00052</a>         ivec <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a>;
42<a name="l00054"></a><a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b">00054</a>         ivec <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a>;
43<a name="l00056"></a><a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89">00056</a>         ivec <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a>;
44<a name="l00058"></a><a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb">00058</a>         Array&lt;std::string&gt; <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>;
45<a name="l00059"></a>00059
46<a name="l00060"></a>00060 <span class="keyword">private</span>:
47<a name="l00062"></a>00062         <span class="keywordtype">void</span> init ( ivec in_ids, Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times );
48<a name="l00063"></a>00063 <span class="keyword">public</span>:
49<a name="l00065"></a>00065         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times );
50<a name="l00067"></a>00067         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes );
51<a name="l00069"></a>00069         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ( Array&lt;std::string&gt; in_names );
52<a name="l00071"></a>00071         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Constructor of empty RV.">RV</a> ();
53<a name="l00072"></a>00072
54<a name="l00074"></a>00074         <span class="keyword">friend</span> std::ostream &amp;<a class="code" href="classRV.html#cad6f15535d10437f6690cb4492176a8" title="Printing output e.g. for debugging.">operator&lt;&lt; </a>( std::ostream &amp;os, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv );
55<a name="l00075"></a>00075
56<a name="l00077"></a><a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0">00077</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>;} ;
57<a name="l00079"></a><a class="code" href="classRV.html#c114a6f3ff06796cc2f4dacba74291eb">00079</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#c114a6f3ff06796cc2f4dacba74291eb" title="Return length (number of entries) of the RV.">length</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#0d7b36e2bbccf880c8fcf1e8cc43c1a9" title="len = number of individual rvs">len</a>;} ;
58<a name="l00080"></a>00080
59<a name="l00081"></a>00081         <span class="comment">//TODO why not inline and later??</span>
60<a name="l00082"></a>00082
61<a name="l00084"></a>00084         ivec <a class="code" href="classRV.html#0c493a7a897f4d75682f4264e40779a1" title="Find indexes of self in another rv,.">findself</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>;
62<a name="l00086"></a>00086         <span class="keywordtype">bool</span> <a class="code" href="classRV.html#82cc7fa22ce91cf461a522ad62014c65" title="Compare if rv2 is identical to this RV.">equal</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>;
63<a name="l00088"></a>00088         <span class="keywordtype">bool</span> <span class="keyword">add</span> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 );
64<a name="l00090"></a>00090         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#b9d175c327c21488b1e2fb756a84e149" title="Subtract another variable from the current one.">subt</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 ) <span class="keyword">const</span>;
65<a name="l00092"></a>00092         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#b26d25a122be3303806af7726a625a0f" title="Select only variables at indeces ind.">subselect</a> ( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>;
66<a name="l00094"></a>00094         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#248dfb2387976db2658489347669278c" title="Select only variables at indeces ind.">operator() </a>( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>;
67<a name="l00096"></a>00096         <span class="keywordtype">void</span> <a class="code" href="classRV.html#e0a158d53ab9430627241f844f4c9a60" title="Shift time shifted by delta.">t</a> ( <span class="keywordtype">int</span> delta );
68<a name="l00098"></a>00098         <a class="code" href="classstr.html" title="Structure of RV (used internally), i.e. expanded RVs.">str</a> <a class="code" href="classRV.html#52f3ade796814da627ff5a44d00986be" title="generate str from rv, by expanding sizes">tostr</a>() <span class="keyword">const</span>;
69<a name="l00101"></a>00101         ivec <a class="code" href="classRV.html#bb724fa4e2d9ed7bfd0993b5975018a4">dataind</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;crv ) <span class="keyword">const</span>;
70<a name="l00104"></a>00104         <span class="keywordtype">void</span> <a class="code" href="classRV.html#bb724fa4e2d9ed7bfd0993b5975018a4">dataind</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2, ivec &amp;selfi, ivec &amp;rv2i ) <span class="keyword">const</span>;
71<a name="l00105"></a>00105
72<a name="l00107"></a><a class="code" href="classRV.html#b88ef5124713c9e30fd9446846b3f044">00107</a>         Array&lt;std::string&gt;&amp; <a class="code" href="classRV.html#b88ef5124713c9e30fd9446846b3f044" title="access function">_names</a>() {<span class="keywordflow">return</span> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>;};
73<a name="l00108"></a>00108
74<a name="l00110"></a><a class="code" href="classRV.html#4a0069bc69f5a98d7ce9ed59077f2e6c">00110</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#4a0069bc69f5a98d7ce9ed59077f2e6c" title="access function">id</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ( at );};
75<a name="l00112"></a><a class="code" href="classRV.html#20db23a5585d64a6e24404cc8379bc28">00112</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#20db23a5585d64a6e24404cc8379bc28" title="access function">size</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> ( at );};
76<a name="l00114"></a><a class="code" href="classRV.html#af068cf478864fe1a4fbfc6b4693b088">00114</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#af068cf478864fe1a4fbfc6b4693b088" title="access function">time</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a> ( at );};
77<a name="l00116"></a><a class="code" href="classRV.html#3ae4dd6e368f814a02710636ac8e1721">00116</a>         std::string <a class="code" href="classRV.html#3ae4dd6e368f814a02710636ac8e1721" title="access function">name</a> ( <span class="keywordtype">int</span> at ) {<span class="keywordflow">return</span> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a> ( at );};
78<a name="l00117"></a>00117
79<a name="l00119"></a><a class="code" href="classRV.html#f58db96c9f5b8a538e26f154b1047c62">00119</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#f58db96c9f5b8a538e26f154b1047c62" title="access function">set_id</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> id0 ) {<a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ( at ) =id0;};
80<a name="l00121"></a><a class="code" href="classRV.html#70b24c39c5130b1e4753fa2eef495433">00121</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#70b24c39c5130b1e4753fa2eef495433" title="access function">set_size</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> size0 ) {<a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> ( at ) =size0; <a class="code" href="classRV.html#f2396efe2e6d656ebe9e6f06018cbe25" title="size = sum of sizes">tsize</a>=sum ( <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a> );};
81<a name="l00123"></a><a class="code" href="classRV.html#af668289c016d12ac2a9ddb85416006b">00123</a>         <span class="keywordtype">void</span> <a class="code" href="classRV.html#af668289c016d12ac2a9ddb85416006b" title="access function">set_time</a> ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> time0 ) {<a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a> ( at ) =time0;};
82<a name="l00124"></a>00124
83<a name="l00126"></a>00126         <span class="keywordtype">void</span> <a class="code" href="classRV.html#fc4a3175ff678cba7ae4109654f66ce5" title="Assign unused ids to this rv.">newids</a>();
84<a name="l00127"></a>00127 };
85<a name="l00128"></a>00128
86<a name="l00130"></a>00130 <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="group__core.html#g33c114e83980d883c5b211c47d5322a4" title="Concat two random variables.">concat</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv1, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv2 );
87<a name="l00131"></a>00131
88<a name="l00133"></a>00133 <span class="keyword">extern</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="group__core.html#g9ea0562597470f6058ec209ee72db5fa" title="Default empty RV that can be used as default argument.">RV0</a>;
89<a name="l00134"></a>00134
90<a name="l00136"></a>00136
91<a name="l00137"></a><a class="code" href="classfnc.html">00137</a> <span class="keyword">class </span><a class="code" href="classfnc.html" title="Class representing function  of variable  represented by rv.">fnc</a> {
92<a name="l00138"></a>00138 <span class="keyword">protected</span>:
93<a name="l00140"></a><a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9">00140</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>;
94<a name="l00141"></a>00141 <span class="keyword">public</span>:
95<a name="l00143"></a><a class="code" href="classfnc.html#8a1da32233c3006a4239cf601c413538">00143</a>         <a class="code" href="classfnc.html#8a1da32233c3006a4239cf601c413538" title="default constructor">fnc</a> ( <span class="keywordtype">int</span> dy ) :<a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a> ( dy ) {};
96<a name="l00145"></a><a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c">00145</a>         <span class="keyword">virtual</span> vec <a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c" title="function evaluates numerical value of  at  cond ">eval</a> ( <span class="keyword">const</span> vec &amp;cond ) {
97<a name="l00146"></a>00146                 <span class="keywordflow">return</span> vec ( 0 );
98<a name="l00147"></a>00147         };
99<a name="l00148"></a>00148         
100<a name="l00150"></a><a class="code" href="classfnc.html#d28babf615a7240c34ee57779250f602">00150</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classfnc.html#d28babf615a7240c34ee57779250f602" title="function substitutes given value into an appropriate position">condition</a>(<span class="keyword">const</span> vec &amp;val){};
101<a name="l00151"></a>00151
102<a name="l00153"></a><a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298">00153</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298" title="access function">_dimy</a>()<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>;}
103<a name="l00154"></a>00154
104<a name="l00156"></a><a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab">00156</a>         <span class="keyword">virtual</span> <a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab" title="Destructor for future use;.">~fnc</a>() {};
105<a name="l00157"></a>00157 };
106<a name="l00158"></a>00158
107<a name="l00159"></a>00159 <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>;
108<a name="l00160"></a>00160
109<a name="l00162"></a>00162
110<a name="l00163"></a><a class="code" href="classepdf.html">00163</a> <span class="keyword">class </span><a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> {
111<a name="l00164"></a>00164 <span class="keyword">protected</span>:
112<a name="l00166"></a><a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9">00166</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>;
113<a name="l00167"></a>00167 <span class="keyword">public</span>:
114<a name="l00169"></a><a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd">00169</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a>() :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( ) {};
115<a name="l00170"></a>00170
116<a name="l00172"></a><a class="code" href="classepdf.html#c95b1a27a8dd9507bb9a5a3cb2809c7a">00172</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0 ) :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( rv0 ) {};
117<a name="l00173"></a>00173
118<a name="l00174"></a>00174 <span class="comment">//      //! Returns the required moment of the epdf</span>
119<a name="l00175"></a>00175 <span class="comment">//      virtual vec moment ( const int order = 1 );</span>
120<a name="l00176"></a>00176
121<a name="l00178"></a>00178         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a> () <span class="keyword">const</span> =0;
122<a name="l00180"></a>00180         <span class="keyword">virtual</span> mat <a class="code" href="classepdf.html#76608914c3b19e150292d5c56e93e508" title="Returns N samples from density .">sample_m</a> ( <span class="keywordtype">int</span> N ) <span class="keyword">const</span>;
123<a name="l00181"></a>00181         
124<a name="l00183"></a>00183         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#e1996af1da1fa1214270066a96ca113e" title="Compute log-probability of argument val.">evallog</a> ( <span class="keyword">const</span> vec &amp;val ) <span class="keyword">const</span> =0;
125<a name="l00184"></a>00184
126<a name="l00186"></a><a class="code" href="classepdf.html#2495a04bbacb9b55fe5a3a59b78affca">00186</a>         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#2495a04bbacb9b55fe5a3a59b78affca" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( <span class="keyword">const</span> mat &amp;Val )<span class="keyword"> const </span>{
127<a name="l00187"></a>00187                 vec x ( Val.cols() );
128<a name="l00188"></a>00188                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;Val.cols();i++ ) {x ( i ) =<a class="code" href="classepdf.html#e1996af1da1fa1214270066a96ca113e" title="Compute log-probability of argument val.">evallog</a> ( Val.get_col ( i ) ) ;}
129<a name="l00189"></a>00189                 <span class="keywordflow">return</span> x;
130<a name="l00190"></a>00190         }
131<a name="l00192"></a><a class="code" href="classepdf.html#e87dc8260a5c37bc1b03eb66174741a0">00192</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>* <a class="code" href="classepdf.html#e87dc8260a5c37bc1b03eb66174741a0" title="Return conditional density on the given RV, the remaining rvs will be in conditioning...">condition</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> )<span class="keyword"> const  </span>{it_warning ( <span class="stringliteral">"Not implemented"</span> ); <span class="keywordflow">return</span> NULL;}
132<a name="l00194"></a><a class="code" href="classepdf.html#38de9f59b65ee06028554f3f74b66025">00194</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classepdf.html#38de9f59b65ee06028554f3f74b66025" title="Return marginal density on the given RV, the remainig rvs are intergrated out.">marginal</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> )<span class="keyword"> const </span>{it_warning ( <span class="stringliteral">"Not implemented"</span> ); <span class="keywordflow">return</span> NULL;}
133<a name="l00195"></a>00195
134<a name="l00197"></a>00197         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#bf0a070a8f3e67a93604ca724638b870" title="return expected value">mean</a>() <span class="keyword">const</span> =0;
135<a name="l00198"></a>00198
136<a name="l00200"></a>00200         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#29f17cea338692f4cb6d4ac9f7d89e1f" title="return expected variance (not covariance!)">variance</a>() <span class="keyword">const</span> = 0;
137<a name="l00201"></a>00201         
138<a name="l00203"></a><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00203</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {};
139<a name="l00205"></a><a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562">00205</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562" title="access function, possibly dangerous!">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>;}
140<a name="l00207"></a><a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5">00207</a>         <span class="keywordtype">void</span> <a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5" title="modifier function - useful when copying epdfs">_renewrv</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;in_rv ) {<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>=in_rv;}
141<a name="l00209"></a>00209 };
142<a name="l00210"></a>00210
143<a name="l00211"></a>00211
144<a name="l00213"></a>00213 <span class="comment">//TODO Samplecond can be generalized</span>
145<a name="l00214"></a>00214
146<a name="l00215"></a><a class="code" href="classmpdf.html">00215</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> {
147<a name="l00216"></a>00216 <span class="keyword">protected</span>:
148<a name="l00218"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00218</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>;
149<a name="l00220"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00220</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>;
150<a name="l00222"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00222</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>;
151<a name="l00223"></a>00223 <span class="keyword">public</span>:
152<a name="l00224"></a>00224
153<a name="l00226"></a><a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">00226</a>         <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns a sample from the density conditioned on cond, .">samplecond</a> ( <span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">double</span> &amp;ll ) {
154<a name="l00227"></a>00227                 this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );
155<a name="l00228"></a>00228                 vec temp= <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a>();
156<a name="l00229"></a>00229                 ll=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#e1996af1da1fa1214270066a96ca113e" title="Compute log-probability of argument val.">evallog</a> ( temp );<span class="keywordflow">return</span> temp;
157<a name="l00230"></a>00230         };
158<a name="l00232"></a><a class="code" href="classmpdf.html#b1dae6171ee39a6a05976c7b1007a3c5">00232</a>         <span class="keyword">virtual</span> mat <a class="code" href="classmpdf.html#b1dae6171ee39a6a05976c7b1007a3c5" title="Returns.">samplecond_m</a> ( <span class="keyword">const</span> vec &amp;cond, vec &amp;ll, <span class="keywordtype">int</span> N ) {
159<a name="l00233"></a>00233                 this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );
160<a name="l00234"></a>00234                 mat temp ( <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>.<a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>(),N ); vec smp ( <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>.<a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return number of scalars in the RV.">count</a>() );
161<a name="l00235"></a>00235                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;N;i++ ) {smp=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns a sample,  from density .">sample</a>() ;temp.set_col ( i, smp );ll ( i ) =<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#e1996af1da1fa1214270066a96ca113e" title="Compute log-probability of argument val.">evallog</a> ( smp );}
162<a name="l00236"></a>00236                 <span class="keywordflow">return</span> temp;
163<a name="l00237"></a>00237         };
164<a name="l00239"></a><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">00239</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &amp;cond ) {it_error ( <span class="stringliteral">"Not implemented"</span> );};
165<a name="l00240"></a>00240
166<a name="l00242"></a><a class="code" href="classmpdf.html#2ef8a6374029d990a678782f6decebbe">00242</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classmpdf.html#2ef8a6374029d990a678782f6decebbe" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( <span class="keyword">const</span> vec &amp;dt, <span class="keyword">const</span> vec &amp;cond ) {<span class="keywordtype">double</span> tmp; this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );tmp = <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#e1996af1da1fa1214270066a96ca113e" title="Compute log-probability of argument val.">evallog</a> ( dt );           it_assert_debug(std::isfinite(tmp),<span class="stringliteral">"Infinite value"</span>); <span class="keywordflow">return</span> tmp;
167<a name="l00243"></a>00243         };
168<a name="l00244"></a>00244
169<a name="l00246"></a><a class="code" href="classmpdf.html#95fcff214848f66f1b489459370573fa">00246</a>         <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#95fcff214848f66f1b489459370573fa" title="Matrix version of evallogcond.">evallogcond_m</a> ( <span class="keyword">const</span> mat &amp;Dt, <span class="keyword">const</span> vec &amp;cond ) {this-&gt;<a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classepdf.html#2495a04bbacb9b55fe5a3a59b78affca" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( Dt );};
170<a name="l00247"></a>00247
171<a name="l00249"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00249</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {};
172<a name="l00250"></a>00250
173<a name="l00252"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00252</a>         <a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f" title="Default constructor.">mpdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc0 ) :<a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a> ( rv0 ),<a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a> ( rvc0 ) {};
174<a name="l00254"></a><a class="code" href="classmpdf.html#15ef062183b1ccdf794732d5fa0b77cd">00254</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#15ef062183b1ccdf794732d5fa0b77cd" title="access function">_rvc</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>;}
175<a name="l00256"></a><a class="code" href="classmpdf.html#71256ffb5fbd08f41d650e606a5bd585">00256</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#71256ffb5fbd08f41d650e606a5bd585" title="access function">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>;}
176<a name="l00258"></a><a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">00258</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>&amp; <a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8" title="access function">_epdf</a>() {<span class="keywordflow">return</span> *<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>;}
177<a name="l00260"></a><a class="code" href="classmpdf.html#75ded3b0f657cd7da6590691a810963c">00260</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classmpdf.html#75ded3b0f657cd7da6590691a810963c" title="access function">_e</a>() {<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>;}
178<a name="l00261"></a>00261 };
179<a name="l00262"></a>00262
180<a name="l00265"></a><a class="code" href="classdatalink__e2e.html">00265</a> <span class="keyword">class </span><a class="code" href="classdatalink__e2e.html">datalink_e2e</a> {
181<a name="l00266"></a>00266 <span class="keyword">protected</span>:
182<a name="l00268"></a><a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216">00268</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a>;
183<a name="l00270"></a><a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8">00270</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">valupsize</a>;
184<a name="l00272"></a><a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae">00272</a>         ivec <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a>;
185<a name="l00273"></a>00273 <span class="keyword">public</span>:
186<a name="l00275"></a><a class="code" href="classdatalink__e2e.html#366d0aca52e56d4108f85390f87c1b9f">00275</a>         <a class="code" href="classdatalink__e2e.html#366d0aca52e56d4108f85390f87c1b9f" title="Constructor.">datalink_e2e</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv_up ) :
187<a name="l00276"></a>00276                         <a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a> ( rv.count() ), <a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">valupsize</a> ( rv_up.count() ), <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a> ( rv.dataind ( rv_up ) )  {
188<a name="l00277"></a>00277                 it_assert_debug ( <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a>.length() ==<a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a>,<span class="stringliteral">"rv is not fully in rv_up"</span> );
189<a name="l00278"></a>00278         }
190<a name="l00280"></a><a class="code" href="classdatalink__e2e.html#1b114a76be7aa45bf33697e521fd041d">00280</a>         vec <a class="code" href="classdatalink__e2e.html#1b114a76be7aa45bf33697e521fd041d" title="Get val for myself from val of &amp;quot;Up&amp;quot;.">get_val</a> ( <span class="keyword">const</span> vec &amp;val_up ) {it_assert_debug ( <a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">valupsize</a>==val_up.length(),<span class="stringliteral">"Wrong val_up"</span> ); <span class="keywordflow">return</span> get_vec ( val_up,<a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a> );}
191<a name="l00282"></a><a class="code" href="classdatalink__e2e.html#1ee38edb1778e8900a8d7535c3b3f053">00282</a>         <span class="keywordtype">void</span> <a class="code" href="classdatalink__e2e.html#1ee38edb1778e8900a8d7535c3b3f053" title="Fill val of &amp;quot;Up&amp;quot; by my pieces.">fill_val</a> ( vec &amp;val_up, <span class="keyword">const</span> vec &amp;val ) {
192<a name="l00283"></a>00283                 it_assert_debug ( <a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a>==val.length(),<span class="stringliteral">"Wrong val"</span> );
193<a name="l00284"></a>00284                 it_assert_debug ( <a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">valupsize</a>==val_up.length(),<span class="stringliteral">"Wrong val_up"</span> );
194<a name="l00285"></a>00285                 set_subvector ( val_up, <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a>, val );
195<a name="l00286"></a>00286         }
196<a name="l00287"></a>00287 };
197<a name="l00288"></a>00288
198<a name="l00290"></a><a class="code" href="classdatalink__m2e.html">00290</a> <span class="keyword">class </span><a class="code" href="classdatalink__m2e.html" title="data link between">datalink_m2e</a>: <span class="keyword">public</span> <a class="code" href="classdatalink__e2e.html">datalink_e2e</a> {
199<a name="l00291"></a>00291 <span class="keyword">protected</span>:
200<a name="l00293"></a><a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3">00293</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a>;
201<a name="l00295"></a><a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a">00295</a>         ivec <a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a>;
202<a name="l00297"></a><a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28">00297</a>         ivec <a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>;
203<a name="l00298"></a>00298
204<a name="l00299"></a>00299 <span class="keyword">public</span>:
205<a name="l00301"></a><a class="code" href="classdatalink__m2e.html#ff8f6e8a974e22ced461b232fadbdce0">00301</a>         <a class="code" href="classdatalink__m2e.html#ff8f6e8a974e22ced461b232fadbdce0" title="Constructor.">datalink_m2e</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv,  <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv_up ) :
206<a name="l00302"></a>00302                         <a class="code" href="classdatalink__e2e.html">datalink_e2e</a> ( rv,rv_up ), <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> ( rvc.count() ) {
207<a name="l00303"></a>00303                 <span class="comment">//establish v2c connection</span>
208<a name="l00304"></a>00304                 rvc.<a class="code" href="classRV.html#bb724fa4e2d9ed7bfd0993b5975018a4">dataind</a> ( rv_up, <a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>, <a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a> );
209<a name="l00305"></a>00305         }
210<a name="l00307"></a><a class="code" href="classdatalink__m2e.html#6db351e5e2158791e97144d212844084">00307</a>         vec <a class="code" href="classdatalink__m2e.html#6db351e5e2158791e97144d212844084" title="Construct condition.">get_cond</a> ( <span class="keyword">const</span> vec &amp;val_up ) {
211<a name="l00308"></a>00308                 vec tmp ( <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> );
212<a name="l00309"></a>00309                 set_subvector ( tmp,<a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>,val_up ( <a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a> ) );
213<a name="l00310"></a>00310                 <span class="keywordflow">return</span> tmp;
214<a name="l00311"></a>00311         }
215<a name="l00312"></a>00312         <span class="keywordtype">void</span> fill_val_cond ( vec &amp;val_up, <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond ) {
216<a name="l00313"></a>00313                 it_assert_debug ( <a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a>==val.length(),<span class="stringliteral">"Wrong val"</span> );
217<a name="l00314"></a>00314                 it_assert_debug ( <a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">valupsize</a>==val_up.length(),<span class="stringliteral">"Wrong val_up"</span> );
218<a name="l00315"></a>00315                 set_subvector ( val_up, <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a>, val );
219<a name="l00316"></a>00316                 set_subvector ( val_up, <a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a>, cond );
220<a name="l00317"></a>00317         }
221<a name="l00318"></a>00318 };
222<a name="l00321"></a><a class="code" href="classdatalink__m2m.html">00321</a> <span class="keyword">class </span><a class="code" href="classdatalink__m2m.html">datalink_m2m</a>: <span class="keyword">public</span> <a class="code" href="classdatalink__m2e.html" title="data link between">datalink_m2e</a> {
223<a name="l00322"></a>00322 <span class="keyword">protected</span>:
224<a name="l00324"></a><a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2">00324</a>         ivec <a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2" title="cond-to-cond link, indeces of the upper cond">c2c_up</a>;
225<a name="l00326"></a><a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad">00326</a>         ivec <a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>;
226<a name="l00327"></a>00327 <span class="keyword">public</span>:
227<a name="l00329"></a><a class="code" href="classdatalink__m2m.html#bd64962e779b6dd89529046245a8a98d">00329</a>         <a class="code" href="classdatalink__m2m.html#bd64962e779b6dd89529046245a8a98d" title="Constructor.">datalink_m2m</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv_up, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc_up ) :
228<a name="l00330"></a>00330                         <a class="code" href="classdatalink__m2e.html" title="data link between">datalink_m2e</a> ( rv, rvc, rv_up) {
229<a name="l00331"></a>00331                 <span class="comment">//establish c2c connection</span>
230<a name="l00332"></a>00332                 rvc.<a class="code" href="classRV.html#bb724fa4e2d9ed7bfd0993b5975018a4">dataind</a> ( rvc_up, <a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>, <a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2" title="cond-to-cond link, indeces of the upper cond">c2c_up</a> );
231<a name="l00333"></a>00333                 it_assert_debug(<a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>.length()+<a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>.length()==<a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a>, <span class="stringliteral">"cond is not fully given"</span>);
232<a name="l00334"></a>00334         }
233<a name="l00336"></a><a class="code" href="classdatalink__m2m.html#51dd05760f99282a1da5f51eb88e7e42">00336</a>         vec <a class="code" href="classdatalink__m2m.html#51dd05760f99282a1da5f51eb88e7e42" title="Get cond for myself from val and cond of &amp;quot;Up&amp;quot;.">get_cond</a> ( <span class="keyword">const</span> vec &amp;val_up, <span class="keyword">const</span> vec &amp;cond_up ) {
234<a name="l00337"></a>00337                 vec tmp ( <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> );
235<a name="l00338"></a>00338                 set_subvector ( tmp,<a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>,val_up ( <a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a> ) );
236<a name="l00339"></a>00339                 set_subvector ( tmp,<a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>,cond_up ( <a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2" title="cond-to-cond link, indeces of the upper cond">c2c_up</a> ) );
237<a name="l00340"></a>00340                 <span class="keywordflow">return</span> tmp;
238<a name="l00341"></a>00341         }
239<a name="l00343"></a>00343
240<a name="l00344"></a>00344 };
241<a name="l00345"></a>00345
242<a name="l00349"></a><a class="code" href="classmepdf.html">00349</a> <span class="keyword">class </span><a class="code" href="classmepdf.html" title="Unconditional mpdf, allows using epdf in the role of mpdf.">mepdf</a> : <span class="keyword">public</span> <a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> {
243<a name="l00350"></a>00350 <span class="keyword">public</span>:
244<a name="l00352"></a><a class="code" href="classmepdf.html#0f39973ffd94c1e20e2d8aacc4adc6fa">00352</a>         <a class="code" href="classmepdf.html#0f39973ffd94c1e20e2d8aacc4adc6fa" title="Default constructor.">mepdf</a> (<span class="keyword">const</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* em ) :<a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> ( em-&gt;<a class="code" href="classmpdf.html#71256ffb5fbd08f41d650e606a5bd585" title="access function">_rv</a>(),<a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>() ) {<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>=<span class="keyword">const_cast&lt;</span><a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>*<span class="keyword">&gt;</span>(em);};
245<a name="l00353"></a><a class="code" href="classmepdf.html#bc87d89dbc3cf5eb6a0ad7d6d572488f">00353</a>         <span class="keywordtype">void</span> <a class="code" href="classmepdf.html#bc87d89dbc3cf5eb6a0ad7d6d572488f" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &amp;cond ) {}
246<a name="l00354"></a>00354 };
247<a name="l00355"></a>00355
248<a name="l00358"></a><a class="code" href="classcompositepdf.html">00358</a> <span class="keyword">class </span><a class="code" href="classcompositepdf.html" title="Abstract composition of pdfs, a base for specific classes this abstract class is...">compositepdf</a> {
249<a name="l00359"></a>00359 <span class="keyword">protected</span>:
250<a name="l00361"></a><a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f">00361</a>         <span class="keywordtype">int</span> <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>;
251<a name="l00363"></a><a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d">00363</a>         Array&lt;mpdf*&gt; <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>;
252<a name="l00364"></a>00364 <span class="keyword">public</span>:
253<a name="l00365"></a>00365         <a class="code" href="classcompositepdf.html" title="Abstract composition of pdfs, a base for specific classes this abstract class is...">compositepdf</a> ( Array&lt;mpdf*&gt; A0 ) : <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a> ( A0.length() ), <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a> ( A0 ) {};
254<a name="l00367"></a>00367         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classcompositepdf.html#635d219fb3e32852400d6f98aa4bdc93" title="find common rv, flag">getrv</a> ( <span class="keywordtype">bool</span> checkoverlap=<span class="keyword">false</span> );
255<a name="l00369"></a>00369         <span class="keywordtype">void</span> <a class="code" href="classcompositepdf.html#5a4479785c1fdb2cc351fbea07b899ac" title="common rvc of all mpdfs is written to rvc">setrvc</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc );
256<a name="l00370"></a>00370 };
257<a name="l00371"></a>00371
258<a name="l00379"></a><a class="code" href="classDS.html">00379</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> {
259<a name="l00380"></a>00380 <span class="keyword">protected</span>:
260<a name="l00382"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00382</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454" title="Observed variables, returned by getdata().">Drv</a>;
261<a name="l00384"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00384</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629" title="Action variables, accepted by write().">Urv</a>; <span class="comment">//</span>
262<a name="l00385"></a>00385 <span class="keyword">public</span>:
263<a name="l00387"></a>00387         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt );
264<a name="l00389"></a>00389         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt, ivec &amp;indeces );
265<a name="l00391"></a>00391         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut );
266<a name="l00393"></a>00393         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut, ivec &amp;indeces );
267<a name="l00399"></a>00399         <span class="keywordtype">void</span> <a class="code" href="classDS.html#9a35ca9c9321dce2bf63bf668f785b75" title="Method that assigns random variables to the datasource. Typically, the datasource...">linkrvs</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;drv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;urv );
268<a name="l00400"></a>00400
269<a name="l00402"></a>00402         <span class="keywordtype">void</span> <a class="code" href="classDS.html#470ba89e8e7c3c4d830803221b4e9be6" title="Moves from  to , i.e. perfroms the actions and reads response of the system.">step</a>();
270<a name="l00403"></a>00403
271<a name="l00404"></a>00404 };
272<a name="l00405"></a>00405
273<a name="l00410"></a><a class="code" href="classBM.html">00410</a> <span class="keyword">class </span><a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> {
274<a name="l00411"></a>00411 <span class="keyword">protected</span>:
275<a name="l00413"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00413</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>;
276<a name="l00415"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00415</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>;
277<a name="l00417"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00417</a>         <span class="keywordtype">bool</span> <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>;
278<a name="l00418"></a>00418 <span class="keyword">public</span>:
279<a name="l00419"></a>00419
280<a name="l00421"></a><a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e">00421</a>         <a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e" title="Default constructor.">BM</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0, <span class="keywordtype">double</span> ll0=0,<span class="keywordtype">bool</span> evalll0=<span class="keyword">true</span> ) :<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a> ( rv0 ), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ( ll0 ),<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( evalll0 ) {<span class="comment">//Fixme: test rv</span>
281<a name="l00422"></a>00422         };
282<a name="l00424"></a><a class="code" href="classBM.html#e8fc5fae042f2b46d4d3827f9587d47d">00424</a>         <a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e" title="Default constructor.">BM</a> ( <span class="keyword">const</span> <a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> &amp;B ) : <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a> ( B.<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a> ), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ( B.<a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ), <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( B.<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ) {}
283<a name="l00425"></a>00425
284<a name="l00429"></a>00429         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( <span class="keyword">const</span> vec &amp;dt ) = 0;
285<a name="l00431"></a>00431         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#0186270f75189677f390fe088a9947e9" title="Batch Bayes rule (columns of Dt are observations).">bayesB</a> ( <span class="keyword">const</span> mat &amp;Dt );
286<a name="l00433"></a>00433         <span class="keyword">virtual</span> <span class="keyword">const</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>&amp; <a class="code" href="classBM.html#8554809fec160bee279bcd5fa14ead5c" title="Returns a reference to the epdf representing posterior density on parameters.">_epdf</a>() <span class="keyword">const</span> =0;
287<a name="l00434"></a>00434
288<a name="l00436"></a>00436         <span class="keyword">virtual</span> <span class="keyword">const</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classBM.html#db500c4836f883c175a3cf3ab5a3ce24" title="Returns a pointer to the epdf representing posterior density on parameters. Use with...">_e</a>() <span class="keyword">const</span> =0;
289<a name="l00437"></a>00437
290<a name="l00440"></a><a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">00440</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">logpred</a> ( <span class="keyword">const</span> vec &amp;dt )<span class="keyword"> const</span>{it_error ( <span class="stringliteral">"Not implemented"</span> );<span class="keywordflow">return</span> 0.0;}
291<a name="l00442"></a><a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165">00442</a>         vec <a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165" title="Matrix version of logpred.">logpred_m</a> ( <span class="keyword">const</span> mat &amp;dt )<span class="keyword"> const</span>{vec tmp ( dt.cols() );<span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;dt.cols();i++ ) {tmp ( i ) =<a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">logpred</a> ( dt.get_col ( i ) );}<span class="keywordflow">return</span> tmp;}
292<a name="l00443"></a>00443
293<a name="l00445"></a><a class="code" href="classBM.html#5594d68ee9aa6fc8c1e79019da5c9d56">00445</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classBM.html#5594d68ee9aa6fc8c1e79019da5c9d56" title="Constructs a predictive density (marginal density on data).">predictor</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a> )<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"Not implemented"</span> );<span class="keywordflow">return</span> NULL;};
294<a name="l00446"></a>00446
295<a name="l00448"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00448</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {};
296<a name="l00450"></a><a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a">00450</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a" title="access function">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>;}
297<a name="l00452"></a><a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88">00452</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88" title="access function">_ll</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>;}
298<a name="l00454"></a><a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522">00454</a>         <span class="keywordtype">void</span> <a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522" title="access function">set_evalll</a> ( <span class="keywordtype">bool</span> evl0 ) {<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>=evl0;}
299<a name="l00455"></a>00455
300<a name="l00458"></a><a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">00458</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a>* <a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">_copy_</a> ( <span class="keywordtype">bool</span> changerv=<span class="keyword">false</span> ) {it_error ( <span class="stringliteral">"function _copy_ not implemented for this BM"</span> ); <span class="keywordflow">return</span> NULL;};
301<a name="l00459"></a>00459 };
302<a name="l00460"></a>00460
303<a name="l00470"></a><a class="code" href="classBMcond.html">00470</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> {
304<a name="l00471"></a>00471 <span class="keyword">protected</span>:
305<a name="l00473"></a><a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec">00473</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>;
306<a name="l00474"></a>00474 <span class="keyword">public</span>:
307<a name="l00476"></a>00476         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBMcond.html#3543cfe274c35f9033c24d8036a96c4d" title="Substitute val for rvc.">condition</a> ( <span class="keyword">const</span> vec &amp;val ) =0;
308<a name="l00478"></a><a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7">00478</a>         <a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7" title="Default constructor.">BMcond</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv0 ) :<a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a> ( rv0 ) {};
309<a name="l00480"></a><a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2">00480</a>         <span class="keyword">virtual</span> <a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2" title="Destructor for future use.">~BMcond</a>() {};
310<a name="l00482"></a><a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a">00482</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>&amp; <a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a" title="access function">_rvc</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>;}
311<a name="l00483"></a>00483 };
312<a name="l00484"></a>00484
313<a name="l00486"></a>00486 <span class="preprocessor">#endif // BM_H</span>
314</pre></div></div>
315<hr size="1"><address style="text-align: right;"><small>Generated on Thu Jan 15 10:50:25 2009 for mixpp by&nbsp;
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317<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>
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