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  • doc/html/libBM_8h-source.html

    r219 r224  
    9797<a name="l00146"></a>00146                 <span class="keywordflow">return</span> vec ( 0 ); 
    9898<a name="l00147"></a>00147         }; 
    99 <a name="l00148"></a>00148  
    100 <a name="l00150"></a><a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298">00150</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>;} 
     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){}; 
    101101<a name="l00151"></a>00151  
    102 <a name="l00153"></a><a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab">00153</a>         <span class="keyword">virtual</span> <a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab" title="Destructor for future use;.">~fnc</a>() {}; 
    103 <a name="l00154"></a>00154 }; 
    104 <a name="l00155"></a>00155  
    105 <a name="l00156"></a>00156 <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>; 
    106 <a name="l00157"></a>00157  
    107 <a name="l00159"></a>00159  
    108 <a name="l00160"></a><a class="code" href="classepdf.html">00160</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> { 
    109 <a name="l00161"></a>00161 <span class="keyword">protected</span>: 
    110 <a name="l00163"></a><a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9">00163</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>; 
    111 <a name="l00164"></a>00164 <span class="keyword">public</span>: 
    112 <a name="l00166"></a><a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd">00166</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> ( ) {}; 
    113 <a name="l00167"></a>00167  
    114 <a name="l00169"></a><a class="code" href="classepdf.html#c95b1a27a8dd9507bb9a5a3cb2809c7a">00169</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 ) {}; 
     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> ( ) {}; 
    115115<a name="l00170"></a>00170  
    116 <a name="l00171"></a>00171 <span class="comment">//      //! Returns the required moment of the epdf</span> 
    117 <a name="l00172"></a>00172 <span class="comment">//      virtual vec moment ( const int order = 1 );</span> 
     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 ) {}; 
    118117<a name="l00173"></a>00173  
    119 <a name="l00175"></a>00175         <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; 
    120 <a name="l00177"></a>00177         <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>; 
    121 <a name="l00178"></a>00178          
    122 <a name="l00180"></a>00180         <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; 
    123 <a name="l00181"></a>00181  
    124 <a name="l00183"></a><a class="code" href="classepdf.html#2495a04bbacb9b55fe5a3a59b78affca">00183</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>{ 
    125 <a name="l00184"></a>00184                 vec x ( Val.cols() ); 
    126 <a name="l00185"></a>00185                 <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 ) ) ;} 
    127 <a name="l00186"></a>00186                 <span class="keywordflow">return</span> x; 
    128 <a name="l00187"></a>00187         } 
    129 <a name="l00189"></a><a class="code" href="classepdf.html#e87dc8260a5c37bc1b03eb66174741a0">00189</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;} 
    130 <a name="l00191"></a><a class="code" href="classepdf.html#38de9f59b65ee06028554f3f74b66025">00191</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;} 
    131 <a name="l00192"></a>00192  
    132 <a name="l00194"></a>00194         <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; 
     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;} 
    133133<a name="l00195"></a>00195  
    134 <a name="l00197"></a><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00197</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {}; 
    135 <a name="l00199"></a><a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562">00199</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>;} 
    136 <a name="l00201"></a><a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5">00201</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;} 
    137 <a name="l00203"></a>00203 }; 
    138 <a name="l00204"></a>00204  
    139 <a name="l00205"></a>00205  
    140 <a name="l00207"></a>00207 <span class="comment">//TODO Samplecond can be generalized</span> 
     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><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00200</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {}; 
     137<a name="l00202"></a><a class="code" href="classepdf.html#ca0d32aabb4cbba347e0c37fe8607562">00202</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>;} 
     138<a name="l00204"></a><a class="code" href="classepdf.html#7fb94ce90d1ac7077d29f7d6a6c3e0a5">00204</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;} 
     139<a name="l00206"></a>00206 }; 
     140<a name="l00207"></a>00207  
    141141<a name="l00208"></a>00208  
    142 <a name="l00209"></a><a class="code" href="classmpdf.html">00209</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { 
    143 <a name="l00210"></a>00210 <span class="keyword">protected</span>: 
    144 <a name="l00212"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00212</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>; 
    145 <a name="l00214"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00214</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>; 
    146 <a name="l00216"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00216</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>; 
    147 <a name="l00217"></a>00217 <span class="keyword">public</span>: 
    148 <a name="l00218"></a>00218  
    149 <a name="l00220"></a>00220 <span class="comment">//      virtual fnc moment ( const int order = 1 );</span> 
    150 <a name="l00222"></a><a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">00222</a> <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns the required moment of the epdf.">samplecond</a> ( <span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">double</span> &amp;ll ) { 
    151 <a name="l00223"></a>00223                 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 ); 
    152 <a name="l00224"></a>00224                 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>(); 
    153 <a name="l00225"></a>00225                 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; 
    154 <a name="l00226"></a>00226         }; 
    155 <a name="l00228"></a><a class="code" href="classmpdf.html#b1dae6171ee39a6a05976c7b1007a3c5">00228</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 ) { 
    156 <a name="l00229"></a>00229                 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 ); 
    157 <a name="l00230"></a>00230                 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>() ); 
    158 <a name="l00231"></a>00231                 <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 );} 
    159 <a name="l00232"></a>00232                 <span class="keywordflow">return</span> temp; 
    160 <a name="l00233"></a>00233         }; 
    161 <a name="l00235"></a><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">00235</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> );}; 
    162 <a name="l00236"></a>00236  
    163 <a name="l00238"></a><a class="code" href="classmpdf.html#2ef8a6374029d990a678782f6decebbe">00238</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; 
    164 <a name="l00239"></a>00239         }; 
    165 <a name="l00240"></a>00240  
    166 <a name="l00242"></a><a class="code" href="classmpdf.html#95fcff214848f66f1b489459370573fa">00242</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 );}; 
     142<a name="l00210"></a>00210 <span class="comment">//TODO Samplecond can be generalized</span> 
     143<a name="l00211"></a>00211  
     144<a name="l00212"></a><a class="code" href="classmpdf.html">00212</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { 
     145<a name="l00213"></a>00213 <span class="keyword">protected</span>: 
     146<a name="l00215"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00215</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>; 
     147<a name="l00217"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00217</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>; 
     148<a name="l00219"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00219</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>; 
     149<a name="l00220"></a>00220 <span class="keyword">public</span>: 
     150<a name="l00221"></a>00221  
     151<a name="l00223"></a>00223 <span class="comment">//      virtual fnc moment ( const int order = 1 );</span> 
     152<a name="l00225"></a><a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b">00225</a> <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#3f172b79ec4a5ebc87898a5381141f1b" title="Returns the required moment of the epdf.">samplecond</a> ( <span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">double</span> &amp;ll ) { 
     153<a name="l00226"></a>00226                 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 ); 
     154<a name="l00227"></a>00227                 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>(); 
     155<a name="l00228"></a>00228                 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; 
     156<a name="l00229"></a>00229         }; 
     157<a name="l00231"></a><a class="code" href="classmpdf.html#b1dae6171ee39a6a05976c7b1007a3c5">00231</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 ) { 
     158<a name="l00232"></a>00232                 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 ); 
     159<a name="l00233"></a>00233                 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>() ); 
     160<a name="l00234"></a>00234                 <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 );} 
     161<a name="l00235"></a>00235                 <span class="keywordflow">return</span> temp; 
     162<a name="l00236"></a>00236         }; 
     163<a name="l00238"></a><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">00238</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> );}; 
     164<a name="l00239"></a>00239  
     165<a name="l00241"></a><a class="code" href="classmpdf.html#2ef8a6374029d990a678782f6decebbe">00241</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; 
     166<a name="l00242"></a>00242         }; 
    167167<a name="l00243"></a>00243  
    168 <a name="l00245"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00245</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {}; 
     168<a name="l00245"></a><a class="code" href="classmpdf.html#95fcff214848f66f1b489459370573fa">00245</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 );}; 
    169169<a name="l00246"></a>00246  
    170 <a name="l00248"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00248</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 ) {}; 
    171 <a name="l00250"></a><a class="code" href="classmpdf.html#15ef062183b1ccdf794732d5fa0b77cd">00250</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>;} 
    172 <a name="l00252"></a><a class="code" href="classmpdf.html#71256ffb5fbd08f41d650e606a5bd585">00252</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>;} 
    173 <a name="l00254"></a><a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">00254</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>;} 
    174 <a name="l00255"></a>00255 }; 
    175 <a name="l00256"></a>00256  
    176 <a name="l00259"></a><a class="code" href="classdatalink__e2e.html">00259</a> <span class="keyword">class </span><a class="code" href="classdatalink__e2e.html">datalink_e2e</a> { 
    177 <a name="l00260"></a>00260 <span class="keyword">protected</span>: 
    178 <a name="l00262"></a><a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216">00262</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a>; 
    179 <a name="l00264"></a><a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8">00264</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>; 
    180 <a name="l00266"></a><a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae">00266</a>         ivec <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a>; 
    181 <a name="l00267"></a>00267 <span class="keyword">public</span>: 
    182 <a name="l00269"></a><a class="code" href="classdatalink__e2e.html#366d0aca52e56d4108f85390f87c1b9f">00269</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 ) : 
    183 <a name="l00270"></a>00270                         <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 ) )  { 
    184 <a name="l00271"></a>00271                 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> ); 
    185 <a name="l00272"></a>00272         } 
    186 <a name="l00274"></a><a class="code" href="classdatalink__e2e.html#1b114a76be7aa45bf33697e521fd041d">00274</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> );} 
    187 <a name="l00276"></a><a class="code" href="classdatalink__e2e.html#1ee38edb1778e8900a8d7535c3b3f053">00276</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 ) { 
    188 <a name="l00277"></a>00277                 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> ); 
    189 <a name="l00278"></a>00278                 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> ); 
    190 <a name="l00279"></a>00279                 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 ); 
    191 <a name="l00280"></a>00280         } 
    192 <a name="l00281"></a>00281 }; 
    193 <a name="l00282"></a>00282  
    194 <a name="l00284"></a><a class="code" href="classdatalink__m2e.html">00284</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> { 
    195 <a name="l00285"></a>00285 <span class="keyword">protected</span>: 
    196 <a name="l00287"></a><a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3">00287</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a>; 
    197 <a name="l00289"></a><a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a">00289</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>; 
    198 <a name="l00291"></a><a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28">00291</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>; 
    199 <a name="l00292"></a>00292  
    200 <a name="l00293"></a>00293 <span class="keyword">public</span>: 
    201 <a name="l00295"></a><a class="code" href="classdatalink__m2e.html#ff8f6e8a974e22ced461b232fadbdce0">00295</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 ) : 
    202 <a name="l00296"></a>00296                         <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() ) { 
    203 <a name="l00297"></a>00297                 <span class="comment">//establish v2c connection</span> 
    204 <a name="l00298"></a>00298                 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> ); 
    205 <a name="l00299"></a>00299         } 
    206 <a name="l00301"></a><a class="code" href="classdatalink__m2e.html#6db351e5e2158791e97144d212844084">00301</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 ) { 
    207 <a name="l00302"></a>00302                 vec tmp ( <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> ); 
    208 <a name="l00303"></a>00303                 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> ) ); 
    209 <a name="l00304"></a>00304                 <span class="keywordflow">return</span> tmp; 
    210 <a name="l00305"></a>00305         } 
    211 <a name="l00306"></a>00306         <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 ) { 
    212 <a name="l00307"></a>00307                 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> ); 
    213 <a name="l00308"></a>00308                 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> ); 
    214 <a name="l00309"></a>00309                 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 ); 
    215 <a name="l00310"></a>00310                 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 ); 
    216 <a name="l00311"></a>00311         } 
    217 <a name="l00312"></a>00312 }; 
    218 <a name="l00315"></a><a class="code" href="classdatalink__m2m.html">00315</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> { 
    219 <a name="l00316"></a>00316 <span class="keyword">protected</span>: 
    220 <a name="l00318"></a><a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2">00318</a>         ivec <a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2" title="cond-to-cond link, indeces of the upper cond">c2c_up</a>; 
    221 <a name="l00320"></a><a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad">00320</a>         ivec <a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>; 
    222 <a name="l00321"></a>00321 <span class="keyword">public</span>: 
    223 <a name="l00323"></a><a class="code" href="classdatalink__m2m.html#bd64962e779b6dd89529046245a8a98d">00323</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 ) : 
    224 <a name="l00324"></a>00324                         <a class="code" href="classdatalink__m2e.html" title="data link between">datalink_m2e</a> ( rv, rvc, rv_up) { 
    225 <a name="l00325"></a>00325                 <span class="comment">//establish c2c connection</span> 
    226 <a name="l00326"></a>00326                 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> ); 
    227 <a name="l00327"></a>00327                 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>); 
    228 <a name="l00328"></a>00328         } 
    229 <a name="l00330"></a><a class="code" href="classdatalink__m2m.html#51dd05760f99282a1da5f51eb88e7e42">00330</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 ) { 
    230 <a name="l00331"></a>00331                 vec tmp ( <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> ); 
    231 <a name="l00332"></a>00332                 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> ) ); 
    232 <a name="l00333"></a>00333                 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> ) ); 
    233 <a name="l00334"></a>00334                 <span class="keywordflow">return</span> tmp; 
    234 <a name="l00335"></a>00335         } 
    235 <a name="l00337"></a>00337  
    236 <a name="l00338"></a>00338 }; 
    237 <a name="l00339"></a>00339  
    238 <a name="l00343"></a><a class="code" href="classmepdf.html">00343</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> { 
    239 <a name="l00344"></a>00344 <span class="keyword">public</span>: 
    240 <a name="l00346"></a><a class="code" href="classmepdf.html#0f39973ffd94c1e20e2d8aacc4adc6fa">00346</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);}; 
    241 <a name="l00347"></a><a class="code" href="classmepdf.html#bc87d89dbc3cf5eb6a0ad7d6d572488f">00347</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 ) {} 
    242 <a name="l00348"></a>00348 }; 
    243 <a name="l00349"></a>00349  
    244 <a name="l00352"></a><a class="code" href="classcompositepdf.html">00352</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> { 
    245 <a name="l00353"></a>00353 <span class="keyword">protected</span>: 
    246 <a name="l00355"></a><a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f">00355</a>         <span class="keywordtype">int</span> <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>; 
    247 <a name="l00357"></a><a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d">00357</a>         Array&lt;mpdf*&gt; <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>; 
    248 <a name="l00358"></a>00358 <span class="keyword">public</span>: 
    249 <a name="l00359"></a>00359         <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 ) {}; 
    250 <a name="l00361"></a>00361         <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> ); 
    251 <a name="l00363"></a>00363         <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 ); 
    252 <a name="l00364"></a>00364 }; 
    253 <a name="l00365"></a>00365  
    254 <a name="l00373"></a><a class="code" href="classDS.html">00373</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> { 
    255 <a name="l00374"></a>00374 <span class="keyword">protected</span>: 
    256 <a name="l00376"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00376</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>; 
    257 <a name="l00378"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00378</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> 
    258 <a name="l00379"></a>00379 <span class="keyword">public</span>: 
    259 <a name="l00381"></a>00381         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt ); 
    260 <a name="l00383"></a>00383         <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 ); 
    261 <a name="l00385"></a>00385         <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 ); 
    262 <a name="l00387"></a>00387         <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 ); 
    263 <a name="l00393"></a>00393         <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 ); 
    264 <a name="l00394"></a>00394  
    265 <a name="l00396"></a>00396         <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>(); 
     170<a name="l00248"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00248</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {}; 
     171<a name="l00249"></a>00249  
     172<a name="l00251"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00251</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 ) {}; 
     173<a name="l00253"></a><a class="code" href="classmpdf.html#15ef062183b1ccdf794732d5fa0b77cd">00253</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>;} 
     174<a name="l00255"></a><a class="code" href="classmpdf.html#71256ffb5fbd08f41d650e606a5bd585">00255</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>;} 
     175<a name="l00257"></a><a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">00257</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>;} 
     176<a name="l00258"></a>00258 }; 
     177<a name="l00259"></a>00259  
     178<a name="l00262"></a><a class="code" href="classdatalink__e2e.html">00262</a> <span class="keyword">class </span><a class="code" href="classdatalink__e2e.html">datalink_e2e</a> { 
     179<a name="l00263"></a>00263 <span class="keyword">protected</span>: 
     180<a name="l00265"></a><a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216">00265</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__e2e.html#3ce1d13efa0b133a4d202c11bd57d216" title="Remember how long val should be.">valsize</a>; 
     181<a name="l00267"></a><a class="code" href="classdatalink__e2e.html#db962bc6201d1ec12dce00d7c1a8b4f8">00267</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>; 
     182<a name="l00269"></a><a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae">00269</a>         ivec <a class="code" href="classdatalink__e2e.html#d4c3a76395b46d9d901eb232aacdafae" title="val-to-val link, indeces of the upper val">v2v_up</a>; 
     183<a name="l00270"></a>00270 <span class="keyword">public</span>: 
     184<a name="l00272"></a><a class="code" href="classdatalink__e2e.html#366d0aca52e56d4108f85390f87c1b9f">00272</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 ) : 
     185<a name="l00273"></a>00273                         <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 ) )  { 
     186<a name="l00274"></a>00274                 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> ); 
     187<a name="l00275"></a>00275         } 
     188<a name="l00277"></a><a class="code" href="classdatalink__e2e.html#1b114a76be7aa45bf33697e521fd041d">00277</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> );} 
     189<a name="l00279"></a><a class="code" href="classdatalink__e2e.html#1ee38edb1778e8900a8d7535c3b3f053">00279</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 ) { 
     190<a name="l00280"></a>00280                 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> ); 
     191<a name="l00281"></a>00281                 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> ); 
     192<a name="l00282"></a>00282                 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 ); 
     193<a name="l00283"></a>00283         } 
     194<a name="l00284"></a>00284 }; 
     195<a name="l00285"></a>00285  
     196<a name="l00287"></a><a class="code" href="classdatalink__m2e.html">00287</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> { 
     197<a name="l00288"></a>00288 <span class="keyword">protected</span>: 
     198<a name="l00290"></a><a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3">00290</a>         <span class="keywordtype">int</span> <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a>; 
     199<a name="l00292"></a><a class="code" href="classdatalink__m2e.html#6b46f983c46621b6bfe2b5da3d467d2a">00292</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>; 
     200<a name="l00294"></a><a class="code" href="classdatalink__m2e.html#29604fb622b6a319d2d5d2709fe01f28">00294</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>; 
     201<a name="l00295"></a>00295  
     202<a name="l00296"></a>00296 <span class="keyword">public</span>: 
     203<a name="l00298"></a><a class="code" href="classdatalink__m2e.html#ff8f6e8a974e22ced461b232fadbdce0">00298</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 ) : 
     204<a name="l00299"></a>00299                         <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() ) { 
     205<a name="l00300"></a>00300                 <span class="comment">//establish v2c connection</span> 
     206<a name="l00301"></a>00301                 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> ); 
     207<a name="l00302"></a>00302         } 
     208<a name="l00304"></a><a class="code" href="classdatalink__m2e.html#6db351e5e2158791e97144d212844084">00304</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 ) { 
     209<a name="l00305"></a>00305                 vec tmp ( <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> ); 
     210<a name="l00306"></a>00306                 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> ) ); 
     211<a name="l00307"></a>00307                 <span class="keywordflow">return</span> tmp; 
     212<a name="l00308"></a>00308         } 
     213<a name="l00309"></a>00309         <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 ) { 
     214<a name="l00310"></a>00310                 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> ); 
     215<a name="l00311"></a>00311                 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> ); 
     216<a name="l00312"></a>00312                 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 ); 
     217<a name="l00313"></a>00313                 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 ); 
     218<a name="l00314"></a>00314         } 
     219<a name="l00315"></a>00315 }; 
     220<a name="l00318"></a><a class="code" href="classdatalink__m2m.html">00318</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> { 
     221<a name="l00319"></a>00319 <span class="keyword">protected</span>: 
     222<a name="l00321"></a><a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2">00321</a>         ivec <a class="code" href="classdatalink__m2m.html#d1044bf4846f878290100429600273b2" title="cond-to-cond link, indeces of the upper cond">c2c_up</a>; 
     223<a name="l00323"></a><a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad">00323</a>         ivec <a class="code" href="classdatalink__m2m.html#056193d459cd5e5fd323b5cbc6a55bad" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>; 
     224<a name="l00324"></a>00324 <span class="keyword">public</span>: 
     225<a name="l00326"></a><a class="code" href="classdatalink__m2m.html#bd64962e779b6dd89529046245a8a98d">00326</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 ) : 
     226<a name="l00327"></a>00327                         <a class="code" href="classdatalink__m2e.html" title="data link between">datalink_m2e</a> ( rv, rvc, rv_up) { 
     227<a name="l00328"></a>00328                 <span class="comment">//establish c2c connection</span> 
     228<a name="l00329"></a>00329                 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> ); 
     229<a name="l00330"></a>00330                 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>); 
     230<a name="l00331"></a>00331         } 
     231<a name="l00333"></a><a class="code" href="classdatalink__m2m.html#51dd05760f99282a1da5f51eb88e7e42">00333</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 ) { 
     232<a name="l00334"></a>00334                 vec tmp ( <a class="code" href="classdatalink__m2e.html#b3927998b71fce3ab030eba1c3c3cec3" title="Remember how long cond should be.">condsize</a> ); 
     233<a name="l00335"></a>00335                 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> ) ); 
     234<a name="l00336"></a>00336                 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> ) ); 
     235<a name="l00337"></a>00337                 <span class="keywordflow">return</span> tmp; 
     236<a name="l00338"></a>00338         } 
     237<a name="l00340"></a>00340  
     238<a name="l00341"></a>00341 }; 
     239<a name="l00342"></a>00342  
     240<a name="l00346"></a><a class="code" href="classmepdf.html">00346</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> { 
     241<a name="l00347"></a>00347 <span class="keyword">public</span>: 
     242<a name="l00349"></a><a class="code" href="classmepdf.html#0f39973ffd94c1e20e2d8aacc4adc6fa">00349</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);}; 
     243<a name="l00350"></a><a class="code" href="classmepdf.html#bc87d89dbc3cf5eb6a0ad7d6d572488f">00350</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 ) {} 
     244<a name="l00351"></a>00351 }; 
     245<a name="l00352"></a>00352  
     246<a name="l00355"></a><a class="code" href="classcompositepdf.html">00355</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> { 
     247<a name="l00356"></a>00356 <span class="keyword">protected</span>: 
     248<a name="l00358"></a><a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f">00358</a>         <span class="keywordtype">int</span> <a class="code" href="classcompositepdf.html#c1646fe41ff5934d010e54ccaa46133f" title="Number of mpdfs in the composite.">n</a>; 
     249<a name="l00360"></a><a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d">00360</a>         Array&lt;mpdf*&gt; <a class="code" href="classcompositepdf.html#637877061b917a16a0421bb5c4cd480d" title="Elements of composition.">mpdfs</a>; 
     250<a name="l00361"></a>00361 <span class="keyword">public</span>: 
     251<a name="l00362"></a>00362         <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 ) {}; 
     252<a name="l00364"></a>00364         <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> ); 
     253<a name="l00366"></a>00366         <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 ); 
     254<a name="l00367"></a>00367 }; 
     255<a name="l00368"></a>00368  
     256<a name="l00376"></a><a class="code" href="classDS.html">00376</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> { 
     257<a name="l00377"></a>00377 <span class="keyword">protected</span>: 
     258<a name="l00379"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00379</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>; 
     259<a name="l00381"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00381</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> 
     260<a name="l00382"></a>00382 <span class="keyword">public</span>: 
     261<a name="l00384"></a>00384         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &amp;dt ); 
     262<a name="l00386"></a>00386         <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 ); 
     263<a name="l00388"></a>00388         <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 ); 
     264<a name="l00390"></a>00390         <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 ); 
     265<a name="l00396"></a>00396         <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 ); 
    266266<a name="l00397"></a>00397  
    267 <a name="l00398"></a>00398 }; 
    268 <a name="l00399"></a>00399  
    269 <a name="l00404"></a><a class="code" href="classBM.html">00404</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> { 
    270 <a name="l00405"></a>00405 <span class="keyword">protected</span>: 
    271 <a name="l00407"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00407</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>; 
    272 <a name="l00409"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00409</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>; 
    273 <a name="l00411"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00411</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>; 
    274 <a name="l00412"></a>00412 <span class="keyword">public</span>: 
    275 <a name="l00413"></a>00413  
    276 <a name="l00415"></a><a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e">00415</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> 
    277 <a name="l00416"></a>00416         }; 
    278 <a name="l00418"></a><a class="code" href="classBM.html#e8fc5fae042f2b46d4d3827f9587d47d">00418</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> ) {} 
    279 <a name="l00419"></a>00419  
    280 <a name="l00423"></a>00423         <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; 
    281 <a name="l00425"></a>00425         <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 ); 
    282 <a name="l00427"></a>00427         <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; 
    283 <a name="l00428"></a>00428  
    284 <a name="l00430"></a>00430         <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; 
     267<a name="l00399"></a>00399         <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>(); 
     268<a name="l00400"></a>00400  
     269<a name="l00401"></a>00401 }; 
     270<a name="l00402"></a>00402  
     271<a name="l00407"></a><a class="code" href="classBM.html">00407</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> { 
     272<a name="l00408"></a>00408 <span class="keyword">protected</span>: 
     273<a name="l00410"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00410</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>; 
     274<a name="l00412"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00412</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>; 
     275<a name="l00414"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00414</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>; 
     276<a name="l00415"></a>00415 <span class="keyword">public</span>: 
     277<a name="l00416"></a>00416  
     278<a name="l00418"></a><a class="code" href="classBM.html#43d2ad6a6c9f1bcd22fe8906c477e50e">00418</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> 
     279<a name="l00419"></a>00419         }; 
     280<a name="l00421"></a><a class="code" href="classBM.html#e8fc5fae042f2b46d4d3827f9587d47d">00421</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> ) {} 
     281<a name="l00422"></a>00422  
     282<a name="l00426"></a>00426         <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; 
     283<a name="l00428"></a>00428         <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 ); 
     284<a name="l00430"></a>00430         <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; 
    285285<a name="l00431"></a>00431  
    286 <a name="l00434"></a><a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">00434</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;} 
    287 <a name="l00436"></a><a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165">00436</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;} 
    288 <a name="l00437"></a>00437  
    289 <a name="l00439"></a><a class="code" href="classBM.html#5594d68ee9aa6fc8c1e79019da5c9d56">00439</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;}; 
     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>* <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; 
     287<a name="l00434"></a>00434  
     288<a name="l00437"></a><a class="code" href="classBM.html#8a8ce6df431689964c41cc6c849cfd06">00437</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;} 
     289<a name="l00439"></a><a class="code" href="classBM.html#cd0660f2a1a344b56ac39802708ff165">00439</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;} 
    290290<a name="l00440"></a>00440  
    291 <a name="l00442"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00442</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {}; 
    292 <a name="l00444"></a><a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a">00444</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>;} 
    293 <a name="l00446"></a><a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88">00446</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>;} 
    294 <a name="l00448"></a><a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522">00448</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;} 
    295 <a name="l00449"></a>00449  
    296 <a name="l00452"></a><a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">00452</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;}; 
    297 <a name="l00453"></a>00453 }; 
    298 <a name="l00454"></a>00454  
    299 <a name="l00464"></a><a class="code" href="classBMcond.html">00464</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> { 
    300 <a name="l00465"></a>00465 <span class="keyword">protected</span>: 
    301 <a name="l00467"></a><a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec">00467</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>; 
    302 <a name="l00468"></a>00468 <span class="keyword">public</span>: 
    303 <a name="l00470"></a>00470         <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; 
    304 <a name="l00472"></a><a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7">00472</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 ) {}; 
    305 <a name="l00474"></a><a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2">00474</a>         <span class="keyword">virtual</span> <a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2" title="Destructor for future use.">~BMcond</a>() {}; 
    306 <a name="l00476"></a><a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a">00476</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>;} 
    307 <a name="l00477"></a>00477 }; 
    308 <a name="l00478"></a>00478  
    309 <a name="l00480"></a>00480 <span class="preprocessor">#endif // BM_H</span> 
     291<a name="l00442"></a><a class="code" href="classBM.html#5594d68ee9aa6fc8c1e79019da5c9d56">00442</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;}; 
     292<a name="l00443"></a>00443  
     293<a name="l00445"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00445</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {}; 
     294<a name="l00447"></a><a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a">00447</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>;} 
     295<a name="l00449"></a><a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88">00449</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>;} 
     296<a name="l00451"></a><a class="code" href="classBM.html#1ffa9f23669aabecc3760c06c6987522">00451</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;} 
     297<a name="l00452"></a>00452  
     298<a name="l00455"></a><a class="code" href="classBM.html#eb58c81d6a7b75b05fc6f276eed78887">00455</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;}; 
     299<a name="l00456"></a>00456 }; 
     300<a name="l00457"></a>00457  
     301<a name="l00467"></a><a class="code" href="classBMcond.html">00467</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> { 
     302<a name="l00468"></a>00468 <span class="keyword">protected</span>: 
     303<a name="l00470"></a><a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec">00470</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>; 
     304<a name="l00471"></a>00471 <span class="keyword">public</span>: 
     305<a name="l00473"></a>00473         <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; 
     306<a name="l00475"></a><a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7">00475</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 ) {}; 
     307<a name="l00477"></a><a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2">00477</a>         <span class="keyword">virtual</span> <a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2" title="Destructor for future use.">~BMcond</a>() {}; 
     308<a name="l00479"></a><a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a">00479</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>;} 
     309<a name="l00480"></a>00480 }; 
     310<a name="l00481"></a>00481  
     311<a name="l00483"></a>00483 <span class="preprocessor">#endif // BM_H</span> 
    310312</pre></div></div> 
    311 <hr size="1"><address style="text-align: right;"><small>Generated on Thu Dec 4 14:42:13 2008 for mixpp by&nbsp; 
     313<hr size="1"><address style="text-align: right;"><small>Generated on Mon Jan 5 19:29:09 2009 for mixpp by&nbsp; 
    312314<a href="http://www.doxygen.org/index.html"> 
    313315<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.6 </small></address>