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    r641 r651  
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    53<title>mixpp: emix.h Source File</title> 
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    7168<a name="l00016"></a>00016 <span class="preprocessor">#define LOG2  0.69314718055995</span> 
    7269<a name="l00017"></a>00017 <span class="preprocessor"></span> 
    73 <a name="l00018"></a>00018 <span class="preprocessor">#include &quot;../shared_ptr.h&quot;</span> 
    74 <a name="l00019"></a>00019 <span class="preprocessor">#include &quot;<a class="code" href="exp__family_8h.html" title="Probability distributions for Exponential Family models.">exp_family.h</a>&quot;</span> 
     70<a name="l00018"></a>00018 <span class="preprocessor">#include "../shared_ptr.h"</span> 
     71<a name="l00019"></a>00019 <span class="preprocessor">#include "<a class="code" href="exp__family_8h.html" title="Probability distributions for Exponential Family models.">exp_family.h</a>"</span> 
    7572<a name="l00020"></a>00020  
    7673<a name="l00021"></a>00021 <span class="keyword">namespace </span>bdm { 
    … …  
    8077<a name="l00037"></a><a class="code" href="classbdm_1_1mratio.html">00037</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1mratio.html" title="Class representing ratio of two densities which arise e.g. by applying the Bayes...">mratio</a>: <span class="keyword">public</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> { 
    8178<a name="l00038"></a>00038 <span class="keyword">protected</span>: 
    82 <a name="l00040"></a><a class="code" href="classbdm_1_1mratio.html#af31caba90a2aa10fbf7631832404fe54">00040</a>         <span class="keyword">const</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classbdm_1_1mratio.html#af31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>; 
     79<a name="l00040"></a><a class="code" href="classbdm_1_1mratio.html#f31caba90a2aa10fbf7631832404fe54">00040</a>         <span class="keyword">const</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classbdm_1_1mratio.html#f31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>; 
    8380<a name="l00041"></a>00041  
    84 <a name="l00043"></a><a class="code" href="classbdm_1_1mratio.html#a873598797f36eddab44e342e14563fcb">00043</a>         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1mratio.html#a873598797f36eddab44e342e14563fcb" title="Denominator in the form of epdf.">den</a>; 
     81<a name="l00043"></a><a class="code" href="classbdm_1_1mratio.html#873598797f36eddab44e342e14563fcb">00043</a>         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1mratio.html#873598797f36eddab44e342e14563fcb" title="Denominator in the form of epdf.">den</a>; 
    8582<a name="l00044"></a>00044  
    86 <a name="l00046"></a><a class="code" href="classbdm_1_1mratio.html#a51bfe6675e724f7fbeaaeacce5a9f9b8">00046</a>         <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1mratio.html#a51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a>; 
    87 <a name="l00048"></a><a class="code" href="classbdm_1_1mratio.html#acda5bd23ba60146d69e1f804ff7710c7">00048</a>         <a class="code" href="classbdm_1_1datalink__m2e.html" title="Data link with a condition.">datalink_m2e</a> <a class="code" href="classbdm_1_1mratio.html#acda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a>; 
    88 <a name="l00050"></a><a class="code" href="classbdm_1_1mratio.html#a7a676422bc6cc426ffa6fddf52672409">00050</a>         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <a class="code" href="classbdm_1_1mratio.html#a7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>; 
     83<a name="l00046"></a><a class="code" href="classbdm_1_1mratio.html#51bfe6675e724f7fbeaaeacce5a9f9b8">00046</a>         <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1mratio.html#51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a>; 
     84<a name="l00048"></a><a class="code" href="classbdm_1_1mratio.html#cda5bd23ba60146d69e1f804ff7710c7">00048</a>         <a class="code" href="classbdm_1_1datalink__m2e.html" title="Data link with a condition.">datalink_m2e</a> <a class="code" href="classbdm_1_1mratio.html#cda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a>; 
     85<a name="l00050"></a><a class="code" href="classbdm_1_1mratio.html#7a676422bc6cc426ffa6fddf52672409">00050</a>         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <a class="code" href="classbdm_1_1mratio.html#7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>; 
    8986<a name="l00051"></a>00051 <span class="keyword">public</span>: 
    90 <a name="l00054"></a><a class="code" href="classbdm_1_1mratio.html#a0ff56d13f9515d7e5f23b7a4cc5529b4">00054</a>         <a class="code" href="classbdm_1_1mratio.html#a0ff56d13f9515d7e5f23b7a4cc5529b4">mratio</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* nom0, <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <span class="keywordtype">bool</span> copy = <span class="keyword">false</span> ) : <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> ( ), <a class="code" href="classbdm_1_1mratio.html#acda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a> ( ),<a class="code" href="classbdm_1_1mratio.html#a7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>() { 
     87<a name="l00054"></a><a class="code" href="classbdm_1_1mratio.html#0ff56d13f9515d7e5f23b7a4cc5529b4">00054</a>         <a class="code" href="classbdm_1_1mratio.html#0ff56d13f9515d7e5f23b7a4cc5529b4">mratio</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* nom0, <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv, <span class="keywordtype">bool</span> copy = <span class="keyword">false</span> ) : <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> ( ), <a class="code" href="classbdm_1_1mratio.html#cda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a> ( ),<a class="code" href="classbdm_1_1mratio.html#7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>() { 
    9188<a name="l00055"></a>00055                 <span class="comment">// adjust rv and rvc</span> 
    92 <a name="l00056"></a>00056                 <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> = nom0-&gt;<a class="code" href="classbdm_1_1epdf.html#aa4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>().<a class="code" href="classbdm_1_1RV.html#aaec44dabdf0a6d90fbae95e1356eda39" title="Subtract another variable from the current one.">subt</a> ( rv ); 
    93 <a name="l00057"></a>00057                 <a class="code" href="classbdm_1_1mpdf.html#a7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> = <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>.<a class="code" href="classbdm_1_1RV.html#ade30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>(); 
    94 <a name="l00058"></a>00058                 <a class="code" href="classbdm_1_1mpdf.html#a147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a> ( <a class="code" href="classbdm_1_1mratio.html#a7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a> ); 
    95 <a name="l00059"></a>00059                 <a class="code" href="classbdm_1_1mratio.html#a7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>.set_parameters ( rv.<a class="code" href="classbdm_1_1RV.html#ade30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>() ); 
    96 <a name="l00060"></a>00060                 <a class="code" href="classbdm_1_1mratio.html#a7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>.<a class="code" href="classbdm_1_1epdf.html#af423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv</a> ( rv ); 
     89<a name="l00056"></a>00056                 <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> = nom0-&gt;<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>().<a class="code" href="classbdm_1_1RV.html#aec44dabdf0a6d90fbae95e1356eda39" title="Subtract another variable from the current one.">subt</a> ( rv ); 
     90<a name="l00057"></a>00057                 <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> = <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>(); 
     91<a name="l00058"></a>00058                 <a class="code" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a> ( <a class="code" href="classbdm_1_1mratio.html#7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a> ); 
     92<a name="l00059"></a>00059                 <a class="code" href="classbdm_1_1mratio.html#7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>.set_parameters ( rv.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>() ); 
     93<a name="l00060"></a>00060                 <a class="code" href="classbdm_1_1mratio.html#7a676422bc6cc426ffa6fddf52672409" title="dummy epdf that stores only rv and dim">iepdf</a>.<a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv</a> ( rv ); 
    9794<a name="l00061"></a>00061  
    9895<a name="l00062"></a>00062                 <span class="comment">//prepare data structures</span> 
    9996<a name="l00063"></a>00063                 <span class="keywordflow">if</span> ( copy ) { 
    100 <a name="l00064"></a>00064                         <a class="code" href="bdmerror_8h.html#a7c43f3a72afe68ab0c85663a1bb3521a" title="Unconditionally throw std::runtime_error.">bdm_error</a> ( <span class="stringliteral">&quot;todo&quot;</span> ); 
     97<a name="l00064"></a>00064                         <a class="code" href="bdmerror_8h.html#7c43f3a72afe68ab0c85663a1bb3521a" title="Unconditionally throw std::runtime_error.">bdm_error</a> ( <span class="stringliteral">"todo"</span> ); 
    10198<a name="l00065"></a>00065                         <span class="comment">// destroynom = true;</span> 
    10299<a name="l00066"></a>00066                 } <span class="keywordflow">else</span> { 
    103 <a name="l00067"></a>00067                         <a class="code" href="classbdm_1_1mratio.html#af31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a> = nom0; 
    104 <a name="l00068"></a>00068                         <a class="code" href="classbdm_1_1mratio.html#a51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a> = <span class="keyword">false</span>; 
     100<a name="l00067"></a>00067                         <a class="code" href="classbdm_1_1mratio.html#f31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a> = nom0; 
     101<a name="l00068"></a>00068                         <a class="code" href="classbdm_1_1mratio.html#51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a> = <span class="keyword">false</span>; 
    105102<a name="l00069"></a>00069                 } 
    106 <a name="l00070"></a>00070                 <a class="code" href="bdmerror_8h.html#a89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>.<a class="code" href="classbdm_1_1RV.html#ae9ec8c3e756651ff352ab5e3d3acda4b" title="Number of named parts.">length</a>() &gt; 0, <span class="stringliteral">&quot;Makes no sense to use this object!&quot;</span> ); 
     103<a name="l00070"></a>00070                 <a class="code" href="bdmerror_8h.html#89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>.<a class="code" href="classbdm_1_1RV.html#e9ec8c3e756651ff352ab5e3d3acda4b" title="Number of named parts.">length</a>() &gt; 0, <span class="stringliteral">"Makes no sense to use this object!"</span> ); 
    107104<a name="l00071"></a>00071  
    108105<a name="l00072"></a>00072                 <span class="comment">// build denominator</span> 
    109 <a name="l00073"></a>00073                 <a class="code" href="classbdm_1_1mratio.html#a873598797f36eddab44e342e14563fcb" title="Denominator in the form of epdf.">den</a> = <a class="code" href="classbdm_1_1mratio.html#af31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#aa84b05f5293cab2aeb4e07faffa60906" title="Return marginal density on the given RV, the remainig rvs are intergrated out.">marginal</a> ( <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> ); 
    110 <a name="l00074"></a>00074                 <a class="code" href="classbdm_1_1mratio.html#acda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a>.<a class="code" href="classbdm_1_1datalink__m2e.html#aadd918bf877c48714cff51ee4ad989b0" title="Set connection between vectors.">set_connection</a> ( rv, <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>, nom0-&gt;<a class="code" href="classbdm_1_1epdf.html#aa4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>() ); 
     106<a name="l00073"></a>00073                 <a class="code" href="classbdm_1_1mratio.html#873598797f36eddab44e342e14563fcb" title="Denominator in the form of epdf.">den</a> = <a class="code" href="classbdm_1_1mratio.html#f31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#a84b05f5293cab2aeb4e07faffa60906" title="Return marginal density on the given RV, the remainig rvs are intergrated out.">marginal</a> ( <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> ); 
     107<a name="l00074"></a>00074                 <a class="code" href="classbdm_1_1mratio.html#cda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a>.<a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0" title="Set connection between vectors.">set_connection</a> ( rv, <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>, nom0-&gt;<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>() ); 
    111108<a name="l00075"></a>00075         }; 
    112 <a name="l00076"></a><a class="code" href="classbdm_1_1mratio.html#a3a2cbce8c61ca9f592d9c2220f7c1204">00076</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mratio.html#a3a2cbce8c61ca9f592d9c2220f7c1204" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond ) { 
     109<a name="l00076"></a><a class="code" href="classbdm_1_1mratio.html#3a2cbce8c61ca9f592d9c2220f7c1204">00076</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mratio.html#3a2cbce8c61ca9f592d9c2220f7c1204" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond ) { 
    113110<a name="l00077"></a>00077                 <span class="keywordtype">double</span> tmp; 
    114 <a name="l00078"></a>00078                 vec nom_val ( dimension() + <a class="code" href="classbdm_1_1mpdf.html#a7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> ); 
    115 <a name="l00079"></a>00079                 <a class="code" href="classbdm_1_1mratio.html#acda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a>.<a class="code" href="classbdm_1_1datalink__m2e.html#ab29bc3c7bf2a1d87e77ccaa793d097d5" title="Copy corresponding values to Up.condition.">pushup_cond</a> ( nom_val, val, cond ); 
    116 <a name="l00080"></a>00080                 tmp = exp ( <a class="code" href="classbdm_1_1mratio.html#af31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#adeab266d63c236c277538867d5c3f249" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( nom_val ) - <a class="code" href="classbdm_1_1mratio.html#a873598797f36eddab44e342e14563fcb" title="Denominator in the form of epdf.">den</a>-&gt;evallog ( cond ) ); 
     111<a name="l00078"></a>00078                 vec nom_val ( dimension() + <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> ); 
     112<a name="l00079"></a>00079                 <a class="code" href="classbdm_1_1mratio.html#cda5bd23ba60146d69e1f804ff7710c7" title="datalink between conditional and nom">dl</a>.<a class="code" href="classbdm_1_1datalink__m2e.html#b29bc3c7bf2a1d87e77ccaa793d097d5" title="Copy corresponding values to Up.condition.">pushup_cond</a> ( nom_val, val, cond ); 
     113<a name="l00080"></a>00080                 tmp = exp ( <a class="code" href="classbdm_1_1mratio.html#f31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( nom_val ) - <a class="code" href="classbdm_1_1mratio.html#873598797f36eddab44e342e14563fcb" title="Denominator in the form of epdf.">den</a>-&gt;evallog ( cond ) ); 
    117114<a name="l00081"></a>00081                 <span class="keywordflow">return</span> tmp; 
    118115<a name="l00082"></a>00082         } 
    119 <a name="l00084"></a><a class="code" href="classbdm_1_1mratio.html#ac8b39fea586d4258bb3c881406edaf15">00084</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mratio.html#ac8b39fea586d4258bb3c881406edaf15" title="Object takes ownership of nom and will destroy it.">ownnom</a>() { 
    120 <a name="l00085"></a>00085                 <a class="code" href="classbdm_1_1mratio.html#a51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a> = <span class="keyword">true</span>; 
     116<a name="l00084"></a><a class="code" href="classbdm_1_1mratio.html#c8b39fea586d4258bb3c881406edaf15">00084</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mratio.html#c8b39fea586d4258bb3c881406edaf15" title="Object takes ownership of nom and will destroy it.">ownnom</a>() { 
     117<a name="l00085"></a>00085                 <a class="code" href="classbdm_1_1mratio.html#51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a> = <span class="keyword">true</span>; 
    121118<a name="l00086"></a>00086         } 
    122 <a name="l00088"></a><a class="code" href="classbdm_1_1mratio.html#ac0cc0b25dbdc54751466616655454c5c">00088</a>         <a class="code" href="classbdm_1_1mratio.html#ac0cc0b25dbdc54751466616655454c5c" title="Default destructor.">~mratio</a>() { 
    123 <a name="l00089"></a>00089                 <span class="keywordflow">if</span> ( <a class="code" href="classbdm_1_1mratio.html#a51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a> ) { 
    124 <a name="l00090"></a>00090                         <span class="keyword">delete</span> <a class="code" href="classbdm_1_1mratio.html#af31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>; 
     119<a name="l00088"></a><a class="code" href="classbdm_1_1mratio.html#c0cc0b25dbdc54751466616655454c5c">00088</a>         <a class="code" href="classbdm_1_1mratio.html#c0cc0b25dbdc54751466616655454c5c" title="Default destructor.">~mratio</a>() { 
     120<a name="l00089"></a>00089                 <span class="keywordflow">if</span> ( <a class="code" href="classbdm_1_1mratio.html#51bfe6675e724f7fbeaaeacce5a9f9b8" title="flag for destructor">destroynom</a> ) { 
     121<a name="l00090"></a>00090                         <span class="keyword">delete</span> <a class="code" href="classbdm_1_1mratio.html#f31caba90a2aa10fbf7631832404fe54" title="Nominator in the form of mpdf.">nom</a>; 
    125122<a name="l00091"></a>00091                 } 
    126123<a name="l00092"></a>00092         } 
    … …  
    128125<a name="l00094"></a>00094 <span class="keyword">private</span>: 
    129126<a name="l00095"></a>00095         <span class="comment">// not implemented</span> 
    130 <a name="l00096"></a>00096         <a class="code" href="classbdm_1_1mratio.html#a0ff56d13f9515d7e5f23b7a4cc5529b4">mratio</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1mratio.html" title="Class representing ratio of two densities which arise e.g. by applying the Bayes...">mratio</a> &amp; ); 
     127<a name="l00096"></a>00096         <a class="code" href="classbdm_1_1mratio.html#0ff56d13f9515d7e5f23b7a4cc5529b4">mratio</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1mratio.html" title="Class representing ratio of two densities which arise e.g. by applying the Bayes...">mratio</a> &amp; ); 
    131128<a name="l00097"></a>00097         <a class="code" href="classbdm_1_1mratio.html" title="Class representing ratio of two densities which arise e.g. by applying the Bayes...">mratio</a> &amp;operator=( <span class="keyword">const</span> <a class="code" href="classbdm_1_1mratio.html" title="Class representing ratio of two densities which arise e.g. by applying the Bayes...">mratio</a> &amp; ); 
    132129<a name="l00098"></a>00098 }; 
    … …  
    134131<a name="l00110"></a><a class="code" href="classbdm_1_1emix.html">00110</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1emix.html" title="Mixture of epdfs.">emix</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> { 
    135132<a name="l00111"></a>00111 <span class="keyword">protected</span>: 
    136 <a name="l00113"></a><a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46">00113</a>         vec <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>; 
     133<a name="l00113"></a><a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46">00113</a>         vec <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>; 
    137134<a name="l00114"></a>00114  
    138 <a name="l00116"></a><a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897">00116</a>         Array&lt;shared_ptr&lt;epdf&gt; &gt; <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a>; 
     135<a name="l00116"></a><a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897">00116</a>         Array&lt;shared_ptr&lt;epdf&gt; &gt; <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a>; 
    139136<a name="l00117"></a>00117  
    140137<a name="l00118"></a>00118 <span class="keyword">public</span>: 
    141 <a name="l00120"></a><a class="code" href="classbdm_1_1emix.html#a4838f3a376ee0bd3c658bfb8f4ea4a3d">00120</a>         <a class="code" href="classbdm_1_1emix.html#a4838f3a376ee0bd3c658bfb8f4ea4a3d" title="Default constructor.">emix</a> ( ) : <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> ( ) { } 
     138<a name="l00120"></a><a class="code" href="classbdm_1_1emix.html#4838f3a376ee0bd3c658bfb8f4ea4a3d">00120</a>         <a class="code" href="classbdm_1_1emix.html#4838f3a376ee0bd3c658bfb8f4ea4a3d" title="Default constructor.">emix</a> ( ) : <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> ( ) { } 
    142139<a name="l00121"></a>00121  
    143 <a name="l00128"></a>00128         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1emix.html#a10b4e0c45dd8f7d78f73e325382c6922" title="Set weights w and components Coms.">set_parameters</a> ( <span class="keyword">const</span> vec &amp;<a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>, <span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> &gt; &amp;<a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ); 
     140<a name="l00128"></a>00128         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1emix.html#10b4e0c45dd8f7d78f73e325382c6922" title="Set weights w and components Coms.">set_parameters</a> ( <span class="keyword">const</span> vec &amp;<a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>, <span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> &gt; &amp;<a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ); 
    144141<a name="l00129"></a>00129  
    145 <a name="l00130"></a>00130         vec <a class="code" href="classbdm_1_1emix.html#ae8839dbbb0d1276a8dbe957a67cfe0dc" title="Returns a sample,  from density .">sample</a>() <span class="keyword">const</span>; 
    146 <a name="l00131"></a><a class="code" href="classbdm_1_1emix.html#aa3a5390bc56e81ef3b0debc0f185fa8a">00131</a>         vec <a class="code" href="classbdm_1_1emix.html#aa3a5390bc56e81ef3b0debc0f185fa8a" title="return expected value">mean</a>()<span class="keyword"> const </span>{ 
     142<a name="l00130"></a>00130         vec <a class="code" href="classbdm_1_1emix.html#e8839dbbb0d1276a8dbe957a67cfe0dc" title="Returns a sample,  from density .">sample</a>() <span class="keyword">const</span>; 
     143<a name="l00131"></a><a class="code" href="classbdm_1_1emix.html#a3a5390bc56e81ef3b0debc0f185fa8a">00131</a>         vec <a class="code" href="classbdm_1_1emix.html#a3a5390bc56e81ef3b0debc0f185fa8a" title="return expected value">mean</a>()<span class="keyword"> const </span>{ 
    147144<a name="l00132"></a>00132                 <span class="keywordtype">int</span> i; 
    148 <a name="l00133"></a>00133                 vec mu = zeros ( <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
    149 <a name="l00134"></a>00134                 <span class="keywordflow">for</span> ( i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
    150 <a name="l00135"></a>00135                         mu += <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;mean(); 
     145<a name="l00133"></a>00133                 vec mu = zeros ( <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
     146<a name="l00134"></a>00134                 <span class="keywordflow">for</span> ( i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
     147<a name="l00135"></a>00135                         mu += <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;mean(); 
    151148<a name="l00136"></a>00136                 } 
    152149<a name="l00137"></a>00137                 <span class="keywordflow">return</span> mu; 
    153150<a name="l00138"></a>00138         } 
    154 <a name="l00139"></a><a class="code" href="classbdm_1_1emix.html#ae9a627023cdf90c9ffd8eef726595c86">00139</a>         vec <a class="code" href="classbdm_1_1emix.html#ae9a627023cdf90c9ffd8eef726595c86" title="return expected variance (not covariance!)">variance</a>()<span class="keyword"> const </span>{ 
     151<a name="l00139"></a><a class="code" href="classbdm_1_1emix.html#e9a627023cdf90c9ffd8eef726595c86">00139</a>         vec <a class="code" href="classbdm_1_1emix.html#e9a627023cdf90c9ffd8eef726595c86" title="return expected variance (not covariance!)">variance</a>()<span class="keyword"> const </span>{ 
    155152<a name="l00140"></a>00140                 <span class="comment">//non-central moment</span> 
    156 <a name="l00141"></a>00141                 vec mom2 = zeros ( <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
    157 <a name="l00142"></a>00142                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
    158 <a name="l00143"></a>00143                         mom2 += <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * ( <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;variance() + pow ( <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#aa3a5390bc56e81ef3b0debc0f185fa8a" title="return expected value">mean</a>(), 2 ) ); 
     153<a name="l00141"></a>00141                 vec mom2 = zeros ( <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
     154<a name="l00142"></a>00142                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
     155<a name="l00143"></a>00143                         mom2 += <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * ( <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;variance() + pow ( <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#a3a5390bc56e81ef3b0debc0f185fa8a" title="return expected value">mean</a>(), 2 ) ); 
    159156<a name="l00144"></a>00144                 } 
    160157<a name="l00145"></a>00145                 <span class="comment">//central moment</span> 
    161 <a name="l00146"></a>00146                 <span class="keywordflow">return</span> mom2 - pow ( <a class="code" href="classbdm_1_1emix.html#aa3a5390bc56e81ef3b0debc0f185fa8a" title="return expected value">mean</a>(), 2 ); 
     158<a name="l00146"></a>00146                 <span class="keywordflow">return</span> mom2 - pow ( <a class="code" href="classbdm_1_1emix.html#a3a5390bc56e81ef3b0debc0f185fa8a" title="return expected value">mean</a>(), 2 ); 
    162159<a name="l00147"></a>00147         } 
    163 <a name="l00148"></a><a class="code" href="classbdm_1_1emix.html#a0f3db99f730bde6b7953931594537e8e">00148</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1emix.html#a0f3db99f730bde6b7953931594537e8e" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{ 
     160<a name="l00148"></a><a class="code" href="classbdm_1_1emix.html#0f3db99f730bde6b7953931594537e8e">00148</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1emix.html#0f3db99f730bde6b7953931594537e8e" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{ 
    164161<a name="l00149"></a>00149                 <span class="keywordtype">int</span> i; 
    165162<a name="l00150"></a>00150                 <span class="keywordtype">double</span> sum = 0.0; 
    166 <a name="l00151"></a>00151                 <span class="keywordflow">for</span> ( i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
    167 <a name="l00152"></a>00152                         sum += <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * exp ( <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#a0f3db99f730bde6b7953931594537e8e" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( val ) ); 
     163<a name="l00151"></a>00151                 <span class="keywordflow">for</span> ( i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
     164<a name="l00152"></a>00152                         sum += <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * exp ( <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#0f3db99f730bde6b7953931594537e8e" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( val ) ); 
    168165<a name="l00153"></a>00153                 } 
    169166<a name="l00154"></a>00154                 <span class="keywordflow">if</span> ( sum == 0.0 ) { 
    … …  
    171168<a name="l00156"></a>00156                 } 
    172169<a name="l00157"></a>00157                 <span class="keywordtype">double</span> tmp = log ( sum ); 
    173 <a name="l00158"></a>00158                 <a class="code" href="bdmerror_8h.html#a89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( std::isfinite ( tmp ), <span class="stringliteral">&quot;Infinite&quot;</span> ); 
     170<a name="l00158"></a>00158                 <a class="code" href="bdmerror_8h.html#89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( std::isfinite ( tmp ), <span class="stringliteral">"Infinite"</span> ); 
    174171<a name="l00159"></a>00159                 <span class="keywordflow">return</span> tmp; 
    175172<a name="l00160"></a>00160         }; 
    176 <a name="l00161"></a><a class="code" href="classbdm_1_1emix.html#a23af1986e2afcbc8c7e1c30f610e703b">00161</a>         vec <a class="code" href="classbdm_1_1emix.html#a23af1986e2afcbc8c7e1c30f610e703b" 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>{ 
     173<a name="l00161"></a><a class="code" href="classbdm_1_1emix.html#23af1986e2afcbc8c7e1c30f610e703b">00161</a>         vec <a class="code" href="classbdm_1_1emix.html#23af1986e2afcbc8c7e1c30f610e703b" 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>{ 
    177174<a name="l00162"></a>00162                 vec x = zeros ( Val.cols() ); 
    178 <a name="l00163"></a>00163                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
    179 <a name="l00164"></a>00164                         x += <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * exp ( <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#a23af1986e2afcbc8c7e1c30f610e703b" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( Val ) ); 
     175<a name="l00163"></a>00163                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
     176<a name="l00164"></a>00164                         x += <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) * exp ( <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#23af1986e2afcbc8c7e1c30f610e703b" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( Val ) ); 
    180177<a name="l00165"></a>00165                 } 
    181178<a name="l00166"></a>00166                 <span class="keywordflow">return</span> log ( x ); 
    182179<a name="l00167"></a>00167         }; 
    183 <a name="l00169"></a><a class="code" href="classbdm_1_1emix.html#ae64c1d5a73f541e469792e23d4677af2">00169</a>         mat <a class="code" href="classbdm_1_1emix.html#ae64c1d5a73f541e469792e23d4677af2" title="Auxiliary function that returns pdflog for each component.">evallog_M</a> ( <span class="keyword">const</span> mat &amp;Val )<span class="keyword"> const </span>{ 
    184 <a name="l00170"></a>00170                 mat X ( <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(), Val.cols() ); 
    185 <a name="l00171"></a>00171                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
    186 <a name="l00172"></a>00172                         X.set_row ( i, <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) *exp ( <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#a23af1986e2afcbc8c7e1c30f610e703b" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( Val ) ) ); 
     180<a name="l00169"></a><a class="code" href="classbdm_1_1emix.html#e64c1d5a73f541e469792e23d4677af2">00169</a>         mat <a class="code" href="classbdm_1_1emix.html#e64c1d5a73f541e469792e23d4677af2" title="Auxiliary function that returns pdflog for each component.">evallog_M</a> ( <span class="keyword">const</span> mat &amp;Val )<span class="keyword"> const </span>{ 
     181<a name="l00170"></a>00170                 mat X ( <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(), Val.cols() ); 
     182<a name="l00171"></a>00171                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>.length(); i++ ) { 
     183<a name="l00172"></a>00172                         X.set_row ( i, <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a> ( i ) *exp ( <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;<a class="code" href="classbdm_1_1emix.html#23af1986e2afcbc8c7e1c30f610e703b" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( Val ) ) ); 
    187184<a name="l00173"></a>00173                 } 
    188185<a name="l00174"></a>00174                 <span class="keywordflow">return</span> X; 
    189186<a name="l00175"></a>00175         }; 
    190187<a name="l00176"></a>00176  
    191 <a name="l00177"></a>00177         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1emix.html#a4edf5ceb3179a03f01b870c67eb53bb6" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) <span class="keyword">const</span>; 
    192 <a name="l00179"></a>00179         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1emix.html#a4edf5ceb3179a03f01b870c67eb53bb6" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>, <a class="code" href="classbdm_1_1emix.html" title="Mixture of epdfs.">emix</a> &amp;target ) <span class="keyword">const</span>; 
    193 <a name="l00180"></a>00180         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> <a class="code" href="classbdm_1_1emix.html#a4176e4dc11980db4200b9fab54402a09" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) <span class="keyword">const</span>; 
     188<a name="l00177"></a>00177         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1emix.html#4edf5ceb3179a03f01b870c67eb53bb6" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) <span class="keyword">const</span>; 
     189<a name="l00179"></a>00179         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1emix.html#4edf5ceb3179a03f01b870c67eb53bb6" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>, <a class="code" href="classbdm_1_1emix.html" title="Mixture of epdfs.">emix</a> &amp;target ) <span class="keyword">const</span>; 
     190<a name="l00180"></a>00180         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> <a class="code" href="classbdm_1_1emix.html#4176e4dc11980db4200b9fab54402a09" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) <span class="keyword">const</span>; 
    194191<a name="l00181"></a>00181  
    195192<a name="l00182"></a>00182 <span class="comment">//Access methods</span> 
    196 <a name="l00184"></a><a class="code" href="classbdm_1_1emix.html#ad9b584cb5b2471a4250fb127757f28be">00184</a> <span class="comment"></span>        vec&amp; <a class="code" href="classbdm_1_1emix.html#ad9b584cb5b2471a4250fb127757f28be" title="returns a pointer to the internal mean value. Use with Care!">_w</a>() { 
    197 <a name="l00185"></a>00185                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1emix.html#abb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>; 
     193<a name="l00184"></a><a class="code" href="classbdm_1_1emix.html#d9b584cb5b2471a4250fb127757f28be">00184</a> <span class="comment"></span>        vec&amp; <a class="code" href="classbdm_1_1emix.html#d9b584cb5b2471a4250fb127757f28be" title="returns a pointer to the internal mean value. Use with Care!">_w</a>() { 
     194<a name="l00185"></a>00185                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1emix.html#bb7270345c76da627cd77ddf020bcf46" title="weights of the components">w</a>; 
    198195<a name="l00186"></a>00186         } 
    199196<a name="l00187"></a>00187  
    200 <a name="l00189"></a><a class="code" href="classbdm_1_1emix.html#a579437ba18bf9975b3084e10bfe1b727">00189</a>         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1emix.html#a579437ba18bf9975b3084e10bfe1b727" title="access function">_Coms</a> ( <span class="keywordtype">int</span> i ) { 
    201 <a name="l00190"></a>00190                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i ); 
     197<a name="l00189"></a><a class="code" href="classbdm_1_1emix.html#579437ba18bf9975b3084e10bfe1b727">00189</a>         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1emix.html#579437ba18bf9975b3084e10bfe1b727" title="access function">_Coms</a> ( <span class="keywordtype">int</span> i ) { 
     198<a name="l00190"></a>00190                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i ); 
    202199<a name="l00191"></a>00191         } 
    203200<a name="l00192"></a>00192  
    204 <a name="l00193"></a><a class="code" href="classbdm_1_1emix.html#a04a8632cfa9299ae937228eb732fd61e">00193</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1emix.html#a04a8632cfa9299ae937228eb732fd61e" title="Name its rv.">set_rv</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) { 
    205 <a name="l00194"></a>00194                 <a class="code" href="classbdm_1_1emix.html#a04a8632cfa9299ae937228eb732fd61e" title="Name its rv.">epdf::set_rv</a> ( rv ); 
    206 <a name="l00195"></a>00195                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a>.length(); i++ ) { 
    207 <a name="l00196"></a>00196                         <a class="code" href="classbdm_1_1emix.html#a866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;set_rv ( rv ); 
     201<a name="l00193"></a><a class="code" href="classbdm_1_1emix.html#04a8632cfa9299ae937228eb732fd61e">00193</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1emix.html#04a8632cfa9299ae937228eb732fd61e" title="Name its rv.">set_rv</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) { 
     202<a name="l00194"></a>00194                 <a class="code" href="classbdm_1_1emix.html#04a8632cfa9299ae937228eb732fd61e" title="Name its rv.">epdf::set_rv</a> ( rv ); 
     203<a name="l00195"></a>00195                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a>.length(); i++ ) { 
     204<a name="l00196"></a>00196                         <a class="code" href="classbdm_1_1emix.html#866e75dacba151942ead95104e57a897" title="Component (epdfs).">Coms</a> ( i )-&gt;set_rv ( rv ); 
    208205<a name="l00197"></a>00197                 } 
    209206<a name="l00198"></a>00198         } 
    … …  
    213210<a name="l00206"></a><a class="code" href="classbdm_1_1egiwmix.html">00206</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1egiwmix.html" title="Mixture of egiws.">egiwmix</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a> { 
    214211<a name="l00207"></a>00207 <span class="keyword">protected</span>: 
    215 <a name="l00209"></a><a class="code" href="classbdm_1_1egiwmix.html#a2deb6d7cd689949b92450227de98afa4">00209</a>         vec <a class="code" href="classbdm_1_1egiwmix.html#a2deb6d7cd689949b92450227de98afa4" title="weights of the components">w</a>; 
    216 <a name="l00211"></a><a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280">00211</a>         Array&lt;egiw*&gt; <a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>; 
    217 <a name="l00213"></a><a class="code" href="classbdm_1_1egiwmix.html#a2a363169e5aa6c7cad1f4d7647fe9eec">00213</a>         <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1egiwmix.html#a2a363169e5aa6c7cad1f4d7647fe9eec" title="Flag if owning Coms.">destroyComs</a>; 
     212<a name="l00209"></a><a class="code" href="classbdm_1_1egiwmix.html#2deb6d7cd689949b92450227de98afa4">00209</a>         vec <a class="code" href="classbdm_1_1egiwmix.html#2deb6d7cd689949b92450227de98afa4" title="weights of the components">w</a>; 
     213<a name="l00211"></a><a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280">00211</a>         Array&lt;egiw*&gt; <a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>; 
     214<a name="l00213"></a><a class="code" href="classbdm_1_1egiwmix.html#2a363169e5aa6c7cad1f4d7647fe9eec">00213</a>         <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1egiwmix.html#2a363169e5aa6c7cad1f4d7647fe9eec" title="Flag if owning Coms.">destroyComs</a>; 
    218215<a name="l00214"></a>00214 <span class="keyword">public</span>: 
    219 <a name="l00216"></a><a class="code" href="classbdm_1_1egiwmix.html#a41f4cf7baf554e0a70bf495457179dbb">00216</a>         <a class="code" href="classbdm_1_1egiwmix.html#a41f4cf7baf554e0a70bf495457179dbb" title="Default constructor.">egiwmix</a> ( ) : <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a> ( ) {}; 
     216<a name="l00216"></a><a class="code" href="classbdm_1_1egiwmix.html#41f4cf7baf554e0a70bf495457179dbb">00216</a>         <a class="code" href="classbdm_1_1egiwmix.html#41f4cf7baf554e0a70bf495457179dbb" title="Default constructor.">egiwmix</a> ( ) : <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a> ( ) {}; 
    220217<a name="l00217"></a>00217  
    221 <a name="l00220"></a>00220         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#ac4627222e22df6e14f8f1496e13c4975">set_parameters</a> ( <span class="keyword">const</span> vec &amp;<a class="code" href="classbdm_1_1egiwmix.html#a2deb6d7cd689949b92450227de98afa4" title="weights of the components">w</a>, <span class="keyword">const</span> Array&lt;egiw*&gt; &amp;<a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>, <span class="keywordtype">bool</span> copy = <span class="keyword">false</span> ); 
     218<a name="l00220"></a>00220         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#c4627222e22df6e14f8f1496e13c4975">set_parameters</a> ( <span class="keyword">const</span> vec &amp;<a class="code" href="classbdm_1_1egiwmix.html#2deb6d7cd689949b92450227de98afa4" title="weights of the components">w</a>, <span class="keyword">const</span> Array&lt;egiw*&gt; &amp;<a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>, <span class="keywordtype">bool</span> copy = <span class="keyword">false</span> ); 
    222219<a name="l00221"></a>00221  
    223 <a name="l00223"></a>00223         vec <a class="code" href="classbdm_1_1egiwmix.html#a74e7c77bd89a454a7fd984945c58df1c" title="return expected value">mean</a>() <span class="keyword">const</span>; 
     220<a name="l00223"></a>00223         vec <a class="code" href="classbdm_1_1egiwmix.html#74e7c77bd89a454a7fd984945c58df1c" title="return expected value">mean</a>() <span class="keyword">const</span>; 
    224221<a name="l00224"></a>00224  
    225 <a name="l00226"></a>00226         vec <a class="code" href="classbdm_1_1egiwmix.html#a8bd92fb4c94a46220e84d9a39ddd2e28" title="return a sample from the density">sample</a>() <span class="keyword">const</span>; 
     222<a name="l00226"></a>00226         vec <a class="code" href="classbdm_1_1egiwmix.html#8bd92fb4c94a46220e84d9a39ddd2e28" title="return a sample from the density">sample</a>() <span class="keyword">const</span>; 
    226223<a name="l00227"></a>00227  
    227 <a name="l00229"></a>00229         vec <a class="code" href="classbdm_1_1egiwmix.html#a96e1cfb7157b87f04e2957ca4d883425" title="return the expected variance">variance</a>() <span class="keyword">const</span>; 
     224<a name="l00229"></a>00229         vec <a class="code" href="classbdm_1_1egiwmix.html#96e1cfb7157b87f04e2957ca4d883425" title="return the expected variance">variance</a>() <span class="keyword">const</span>; 
    228225<a name="l00230"></a>00230  
    229226<a name="l00231"></a>00231         <span class="comment">// TODO!!! Defined to follow ANSI and/or for future development</span> 
    230 <a name="l00232"></a><a class="code" href="classbdm_1_1egiwmix.html#a99962cd566fc4e6d59099dae6b7ecb8c">00232</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#a99962cd566fc4e6d59099dae6b7ecb8c" title="expected values of the linear coefficient and the covariance matrix are written to...">mean_mat</a> ( mat &amp;M, mat&amp;R )<span class="keyword"> const </span>{}; 
    231 <a name="l00233"></a><a class="code" href="classbdm_1_1egiwmix.html#a5713da45d66410382d6eca4e1b05a132">00233</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1egiwmix.html#a5713da45d66410382d6eca4e1b05a132" title="In this instance, val= [theta, r]. For multivariate instances, it is stored columnwise...">evallog_nn</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{ 
     227<a name="l00232"></a><a class="code" href="classbdm_1_1egiwmix.html#99962cd566fc4e6d59099dae6b7ecb8c">00232</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#99962cd566fc4e6d59099dae6b7ecb8c" title="expected values of the linear coefficient and the covariance matrix are written to...">mean_mat</a> ( mat &amp;M, mat&amp;R )<span class="keyword"> const </span>{}; 
     228<a name="l00233"></a><a class="code" href="classbdm_1_1egiwmix.html#5713da45d66410382d6eca4e1b05a132">00233</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1egiwmix.html#5713da45d66410382d6eca4e1b05a132" title="In this instance, val= [theta, r]. For multivariate instances, it is stored columnwise...">evallog_nn</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{ 
    232229<a name="l00234"></a>00234                 <span class="keywordflow">return</span> 0; 
    233230<a name="l00235"></a>00235         }; 
    234 <a name="l00236"></a><a class="code" href="classbdm_1_1egiwmix.html#a7c9bc72ecea861dd2416f852905bf023">00236</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1egiwmix.html#a7c9bc72ecea861dd2416f852905bf023" title="logarithm of the normalizing constant, ">lognc</a> ()<span class="keyword"> const </span>{ 
     231<a name="l00236"></a><a class="code" href="classbdm_1_1egiwmix.html#7c9bc72ecea861dd2416f852905bf023">00236</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1egiwmix.html#7c9bc72ecea861dd2416f852905bf023" title="logarithm of the normalizing constant, ">lognc</a> ()<span class="keyword"> const </span>{ 
    235232<a name="l00237"></a>00237                 <span class="keywordflow">return</span> 0; 
    236233<a name="l00238"></a>00238         } 
    237234<a name="l00239"></a>00239  
    238 <a name="l00240"></a>00240         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1egiwmix.html#aab30611d0ca7cc718956548a42a1f67d" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) <span class="keyword">const</span>; 
    239 <a name="l00241"></a>00241         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#aab30611d0ca7cc718956548a42a1f67d" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>, <a class="code" href="classbdm_1_1emix.html" title="Mixture of epdfs.">emix</a> &amp;target ) <span class="keyword">const</span>; 
     235<a name="l00240"></a>00240         <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1egiwmix.html#ab30611d0ca7cc718956548a42a1f67d" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) <span class="keyword">const</span>; 
     236<a name="l00241"></a>00241         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#ab30611d0ca7cc718956548a42a1f67d" 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="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>, <a class="code" href="classbdm_1_1emix.html" title="Mixture of epdfs.">emix</a> &amp;target ) <span class="keyword">const</span>; 
    240237<a name="l00242"></a>00242  
    241238<a name="l00243"></a>00243 <span class="comment">//Access methods</span> 
    242 <a name="l00245"></a><a class="code" href="classbdm_1_1egiwmix.html#a884d203ca3994b9fba4c8bd440f355ea">00245</a> <span class="comment"></span>        vec&amp; <a class="code" href="classbdm_1_1egiwmix.html#a884d203ca3994b9fba4c8bd440f355ea" title="returns a pointer to the internal mean value. Use with Care!">_w</a>() { 
    243 <a name="l00246"></a>00246                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1egiwmix.html#a2deb6d7cd689949b92450227de98afa4" title="weights of the components">w</a>; 
     239<a name="l00245"></a><a class="code" href="classbdm_1_1egiwmix.html#884d203ca3994b9fba4c8bd440f355ea">00245</a> <span class="comment"></span>        vec&amp; <a class="code" href="classbdm_1_1egiwmix.html#884d203ca3994b9fba4c8bd440f355ea" title="returns a pointer to the internal mean value. Use with Care!">_w</a>() { 
     240<a name="l00246"></a>00246                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1egiwmix.html#2deb6d7cd689949b92450227de98afa4" title="weights of the components">w</a>; 
    244241<a name="l00247"></a>00247         } 
    245242<a name="l00248"></a>00248         <span class="keyword">virtual</span> ~<a class="code" href="classbdm_1_1egiwmix.html" title="Mixture of egiws.">egiwmix</a>() { 
    246 <a name="l00249"></a>00249                 <span class="keywordflow">if</span> ( <a class="code" href="classbdm_1_1egiwmix.html#a2a363169e5aa6c7cad1f4d7647fe9eec" title="Flag if owning Coms.">destroyComs</a> ) { 
    247 <a name="l00250"></a>00250                         <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>.length(); i++ ) { 
    248 <a name="l00251"></a>00251                                 <span class="keyword">delete</span> <a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a> ( i ); 
     243<a name="l00249"></a>00249                 <span class="keywordflow">if</span> ( <a class="code" href="classbdm_1_1egiwmix.html#2a363169e5aa6c7cad1f4d7647fe9eec" title="Flag if owning Coms.">destroyComs</a> ) { 
     244<a name="l00250"></a>00250                         <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>.length(); i++ ) { 
     245<a name="l00251"></a>00251                                 <span class="keyword">delete</span> <a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a> ( i ); 
    249246<a name="l00252"></a>00252                         } 
    250247<a name="l00253"></a>00253                 } 
    251248<a name="l00254"></a>00254         } 
    252 <a name="l00256"></a><a class="code" href="classbdm_1_1egiwmix.html#aadc550fe74df25524c20867e89b5b096">00256</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#aadc550fe74df25524c20867e89b5b096" title="Auxiliary function for taking ownership of the Coms().">ownComs</a>() { 
    253 <a name="l00257"></a>00257                 <a class="code" href="classbdm_1_1egiwmix.html#a2a363169e5aa6c7cad1f4d7647fe9eec" title="Flag if owning Coms.">destroyComs</a> = <span class="keyword">true</span>; 
     249<a name="l00256"></a><a class="code" href="classbdm_1_1egiwmix.html#adc550fe74df25524c20867e89b5b096">00256</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#adc550fe74df25524c20867e89b5b096" title="Auxiliary function for taking ownership of the Coms().">ownComs</a>() { 
     250<a name="l00257"></a>00257                 <a class="code" href="classbdm_1_1egiwmix.html#2a363169e5aa6c7cad1f4d7647fe9eec" title="Flag if owning Coms.">destroyComs</a> = <span class="keyword">true</span>; 
    254251<a name="l00258"></a>00258         } 
    255252<a name="l00259"></a>00259  
    256 <a name="l00261"></a><a class="code" href="classbdm_1_1egiwmix.html#ad20a56a7b129c1ea9f71725e15f8ad8c">00261</a>         <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a>* <a class="code" href="classbdm_1_1egiwmix.html#ad20a56a7b129c1ea9f71725e15f8ad8c" title="access function">_Coms</a> ( <span class="keywordtype">int</span> i ) { 
    257 <a name="l00262"></a>00262                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a> ( i ); 
     253<a name="l00261"></a><a class="code" href="classbdm_1_1egiwmix.html#d20a56a7b129c1ea9f71725e15f8ad8c">00261</a>         <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a>* <a class="code" href="classbdm_1_1egiwmix.html#d20a56a7b129c1ea9f71725e15f8ad8c" title="access function">_Coms</a> ( <span class="keywordtype">int</span> i ) { 
     254<a name="l00262"></a>00262                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a> ( i ); 
    258255<a name="l00263"></a>00263         } 
    259256<a name="l00264"></a>00264  
    260 <a name="l00265"></a><a class="code" href="classbdm_1_1egiwmix.html#adc999c5c1402c450200f22128db688b2">00265</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#adc999c5c1402c450200f22128db688b2" title="Name its rv.">set_rv</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) { 
    261 <a name="l00266"></a>00266                 <a class="code" href="classbdm_1_1egiwmix.html#adc999c5c1402c450200f22128db688b2" title="Name its rv.">egiw::set_rv</a> ( rv ); 
    262 <a name="l00267"></a>00267                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>.length(); i++ ) { 
    263 <a name="l00268"></a>00268                         <a class="code" href="classbdm_1_1egiwmix.html#a8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a> ( i )-&gt;set_rv ( rv ); 
     257<a name="l00265"></a><a class="code" href="classbdm_1_1egiwmix.html#dc999c5c1402c450200f22128db688b2">00265</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1egiwmix.html#dc999c5c1402c450200f22128db688b2" title="Name its rv.">set_rv</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) { 
     258<a name="l00266"></a>00266                 <a class="code" href="classbdm_1_1egiwmix.html#dc999c5c1402c450200f22128db688b2" title="Name its rv.">egiw::set_rv</a> ( rv ); 
     259<a name="l00267"></a>00267                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a>.length(); i++ ) { 
     260<a name="l00268"></a>00268                         <a class="code" href="classbdm_1_1egiwmix.html#8d0a3acd6ced68349b8f9950f4658280" title="Component (epdfs).">Coms</a> ( i )-&gt;set_rv ( rv ); 
    264261<a name="l00269"></a>00269                 } 
    265262<a name="l00270"></a>00270         } 
    266263<a name="l00271"></a>00271  
    267 <a name="l00273"></a>00273         <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a>* <a class="code" href="classbdm_1_1egiwmix.html#a10894d50e82130cc5b93d3cbc30b2e4d" title="Approximation of a GiW mix by a single GiW pdf.">approx</a>(); 
     264<a name="l00273"></a>00273         <a class="code" href="classbdm_1_1egiw.html" title="Gauss-inverse-Wishart density stored in LD form.">egiw</a>* <a class="code" href="classbdm_1_1egiwmix.html#10894d50e82130cc5b93d3cbc30b2e4d" title="Approximation of a GiW mix by a single GiW pdf.">approx</a>(); 
    268265<a name="l00274"></a>00274 }; 
    269266<a name="l00275"></a>00275  
    … …  
    275272<a name="l00290"></a>00290  
    276273<a name="l00291"></a>00291 <span class="keyword">protected</span>: 
    277 <a name="l00293"></a><a class="code" href="classbdm_1_1mprod.html#a9dab8448f970e2e09f76d14af990990d">00293</a>         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <a class="code" href="classbdm_1_1mprod.html#a9dab8448f970e2e09f76d14af990990d" title="dummy epdf used only as storage for RV and dim">iepdf</a>; 
     274<a name="l00293"></a><a class="code" href="classbdm_1_1mprod.html#9dab8448f970e2e09f76d14af990990d">00293</a>         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <a class="code" href="classbdm_1_1mprod.html#9dab8448f970e2e09f76d14af990990d" title="dummy epdf used only as storage for RV and dim">iepdf</a>; 
    278275<a name="l00294"></a>00294  
    279276<a name="l00295"></a>00295 <span class="keyword">public</span>: 
    280 <a name="l00297"></a><a class="code" href="classbdm_1_1mprod.html#afed864cdd0e724d9133e6c6bfcacf94b">00297</a>         <a class="code" href="classbdm_1_1mprod.html#afed864cdd0e724d9133e6c6bfcacf94b" title="Default constructor.">mprod</a>() { } 
     277<a name="l00297"></a><a class="code" href="classbdm_1_1mprod.html#fed864cdd0e724d9133e6c6bfcacf94b">00297</a>         <a class="code" href="classbdm_1_1mprod.html#fed864cdd0e724d9133e6c6bfcacf94b" title="Default constructor.">mprod</a>() { } 
    281278<a name="l00298"></a>00298  
    282 <a name="l00301"></a><a class="code" href="classbdm_1_1mprod.html#ae0d61b25fa0955b2c5fab8c710c42200">00301</a>         <a class="code" href="classbdm_1_1mprod.html#ae0d61b25fa0955b2c5fab8c710c42200" title="Constructor from list of mFacs.">mprod</a> ( <span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> &gt; &amp;mFacs ) { 
    283 <a name="l00302"></a>00302                 <a class="code" href="classbdm_1_1mprod.html#aacb4cd6d390ef73a4432d0c4993baffa" title="Set internal mpdfs from given values.">set_elements</a> ( mFacs ); 
     279<a name="l00301"></a><a class="code" href="classbdm_1_1mprod.html#e0d61b25fa0955b2c5fab8c710c42200">00301</a>         <a class="code" href="classbdm_1_1mprod.html#e0d61b25fa0955b2c5fab8c710c42200" title="Constructor from list of mFacs.">mprod</a> ( <span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> &gt; &amp;mFacs ) { 
     280<a name="l00302"></a>00302                 <a class="code" href="classbdm_1_1mprod.html#acb4cd6d390ef73a4432d0c4993baffa" title="Set internal mpdfs from given values.">set_elements</a> ( mFacs ); 
    284281<a name="l00303"></a>00303         } 
    285 <a name="l00305"></a>00305         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mprod.html#aacb4cd6d390ef73a4432d0c4993baffa" title="Set internal mpdfs from given values.">set_elements</a> (<span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> &gt; &amp;mFacs ); 
     282<a name="l00305"></a>00305         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mprod.html#acb4cd6d390ef73a4432d0c4993baffa" title="Set internal mpdfs from given values.">set_elements</a> (<span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> &gt; &amp;mFacs ); 
    286283<a name="l00306"></a>00306  
    287 <a name="l00307"></a><a class="code" href="classbdm_1_1mprod.html#a800f21d94c919137608a2fd5c88719e2">00307</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mprod.html#a800f21d94c919137608a2fd5c88719e2" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond ) { 
     284<a name="l00307"></a><a class="code" href="classbdm_1_1mprod.html#800f21d94c919137608a2fd5c88719e2">00307</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mprod.html#800f21d94c919137608a2fd5c88719e2" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond ) { 
    288285<a name="l00308"></a>00308                 <span class="keywordtype">int</span> i; 
    289286<a name="l00309"></a>00309                 <span class="keywordtype">double</span> res = 0.0; 
    … …  
    301298<a name="l00321"></a>00321                 <span class="keywordflow">return</span> res; 
    302299<a name="l00322"></a>00322         } 
    303 <a name="l00323"></a><a class="code" href="classbdm_1_1mprod.html#ae27b359d2572abfa4cc7d8f947848dab">00323</a>         vec <a class="code" href="classbdm_1_1mprod.html#ae27b359d2572abfa4cc7d8f947848dab" title="Matrix version of evallogcond.">evallogcond_m</a> ( <span class="keyword">const</span> mat &amp;Dt, <span class="keyword">const</span> vec &amp;cond ) { 
     300<a name="l00323"></a><a class="code" href="classbdm_1_1mprod.html#e27b359d2572abfa4cc7d8f947848dab">00323</a>         vec <a class="code" href="classbdm_1_1mprod.html#e27b359d2572abfa4cc7d8f947848dab" title="Matrix version of evallogcond.">evallogcond_m</a> ( <span class="keyword">const</span> mat &amp;Dt, <span class="keyword">const</span> vec &amp;cond ) { 
    304301<a name="l00324"></a>00324                 vec tmp ( Dt.cols() ); 
    305302<a name="l00325"></a>00325                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; Dt.cols(); i++ ) { 
    306 <a name="l00326"></a>00326                         tmp ( i ) = <a class="code" href="classbdm_1_1mprod.html#a800f21d94c919137608a2fd5c88719e2" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( Dt.get_col ( i ), cond ); 
     303<a name="l00326"></a>00326                         tmp ( i ) = <a class="code" href="classbdm_1_1mprod.html#800f21d94c919137608a2fd5c88719e2" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( Dt.get_col ( i ), cond ); 
    307304<a name="l00327"></a>00327                 } 
    308305<a name="l00328"></a>00328                 <span class="keywordflow">return</span> tmp; 
    309306<a name="l00329"></a>00329         }; 
    310 <a name="l00330"></a><a class="code" href="classbdm_1_1mprod.html#ae8cdde6056fe20551be1fa460841f5e2">00330</a>         vec <a class="code" href="classbdm_1_1mprod.html#ae8cdde6056fe20551be1fa460841f5e2" title="Array&amp;lt;vec&amp;gt; version of evallogcond.">evallogcond_m</a> ( <span class="keyword">const</span> Array&lt;vec&gt; &amp;Dt, <span class="keyword">const</span> vec &amp;cond ) { 
     307<a name="l00330"></a><a class="code" href="classbdm_1_1mprod.html#e8cdde6056fe20551be1fa460841f5e2">00330</a>         vec <a class="code" href="classbdm_1_1mprod.html#e8cdde6056fe20551be1fa460841f5e2" title="Array&amp;lt;vec&amp;gt; version of evallogcond.">evallogcond_m</a> ( <span class="keyword">const</span> Array&lt;vec&gt; &amp;Dt, <span class="keyword">const</span> vec &amp;cond ) { 
    311308<a name="l00331"></a>00331                 vec tmp ( Dt.length() ); 
    312309<a name="l00332"></a>00332                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; Dt.length(); i++ ) { 
    313 <a name="l00333"></a>00333                         tmp ( i ) = <a class="code" href="classbdm_1_1mprod.html#a800f21d94c919137608a2fd5c88719e2" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( Dt ( i ), cond ); 
     310<a name="l00333"></a>00333                         tmp ( i ) = <a class="code" href="classbdm_1_1mprod.html#800f21d94c919137608a2fd5c88719e2" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a> ( Dt ( i ), cond ); 
    314311<a name="l00334"></a>00334                 } 
    315312<a name="l00335"></a>00335                 <span class="keywordflow">return</span> tmp; 
    … …  
    318315<a name="l00338"></a>00338  
    319316<a name="l00339"></a>00339         <span class="comment">//TODO smarter...</span> 
    320 <a name="l00340"></a><a class="code" href="classbdm_1_1mprod.html#aee715a8013acf9892f6cb489db595555">00340</a>         vec <a class="code" href="classbdm_1_1mprod.html#aee715a8013acf9892f6cb489db595555" title="Returns a sample from the density conditioned on cond, .">samplecond</a> ( <span class="keyword">const</span> vec &amp;cond ) { 
     317<a name="l00340"></a><a class="code" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">00340</a>         vec <a class="code" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555" title="Returns a sample from the density conditioned on cond, .">samplecond</a> ( <span class="keyword">const</span> vec &amp;cond ) { 
    321318<a name="l00342"></a>00342                 vec smp = std::numeric_limits&lt;double&gt;::infinity() * ones ( dimension() ); 
    322319<a name="l00343"></a>00343                 vec smpi; 
    … …  
    331328<a name="l00352"></a>00352         } 
    332329<a name="l00353"></a>00353  
    333 <a name="l00361"></a><a class="code" href="classbdm_1_1mprod.html#abfa7478f8df1de6d8cd4c349db512831">00361</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mprod.html#abfa7478f8df1de6d8cd4c349db512831">from_setting</a> ( <span class="keyword">const</span> Setting &amp;<span class="keyword">set</span> ) { 
     330<a name="l00361"></a><a class="code" href="classbdm_1_1mprod.html#bfa7478f8df1de6d8cd4c349db512831">00361</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mprod.html#bfa7478f8df1de6d8cd4c349db512831">from_setting</a> ( <span class="keyword">const</span> Setting &amp;<span class="keyword">set</span> ) { 
    334331<a name="l00362"></a>00362                 Array&lt;shared_ptr&lt;mpdf&gt; &gt; atmp; <span class="comment">//temporary Array</span> 
    335 <a name="l00363"></a>00363                 <a class="code" href="classbdm_1_1UI.html#acd1667e6fec99ec64dabcb3ca2ff922d">UI::get</a> ( atmp, <span class="keyword">set</span>, <span class="stringliteral">&quot;mpdfs&quot;</span>, UI::compulsory ); 
    336 <a name="l00364"></a>00364                 <a class="code" href="classbdm_1_1mprod.html#aacb4cd6d390ef73a4432d0c4993baffa" title="Set internal mpdfs from given values.">set_elements</a> ( atmp ); 
     332<a name="l00363"></a>00363                 <a class="code" href="classbdm_1_1UI.html#cd1667e6fec99ec64dabcb3ca2ff922d">UI::get</a> ( atmp, <span class="keyword">set</span>, <span class="stringliteral">"mpdfs"</span>, UI::compulsory ); 
     333<a name="l00364"></a>00364                 <a class="code" href="classbdm_1_1mprod.html#acb4cd6d390ef73a4432d0c4993baffa" title="Set internal mpdfs from given values.">set_elements</a> ( atmp ); 
    337334<a name="l00365"></a>00365         } 
    338335<a name="l00366"></a>00366 }; 
    339 <a name="l00367"></a>00367 <a class="code" href="user__info_8h.html#a4f9de2f17e844047726487b99def99c6" title="Macro for registration of class into map of user-infos, registered class is scriptable...">UIREGISTER</a> ( mprod ); 
     336<a name="l00367"></a>00367 <a class="code" href="user__info_8h.html#4f9de2f17e844047726487b99def99c6" title="Macro for registration of class into map of user-infos, registered class is scriptable...">UIREGISTER</a> ( mprod ); 
    340337<a name="l00368"></a>00368 SHAREDPTR ( mprod ); 
    341338<a name="l00369"></a>00369  
    342339<a name="l00371"></a><a class="code" href="classbdm_1_1eprod.html">00371</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1eprod.html" title="Product of independent epdfs. For dependent pdfs, use mprod.">eprod</a>: <span class="keyword">public</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> { 
    343340<a name="l00372"></a>00372 <span class="keyword">protected</span>: 
    344 <a name="l00374"></a><a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391">00374</a>         Array&lt;const epdf*&gt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>; 
    345 <a name="l00376"></a><a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43">00376</a>         Array&lt;datalink*&gt; <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a>; 
     341<a name="l00374"></a><a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391">00374</a>         Array&lt;const epdf*&gt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>; 
     342<a name="l00376"></a><a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43">00376</a>         Array&lt;datalink*&gt; <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a>; 
    346343<a name="l00377"></a>00377 <span class="keyword">public</span>: 
    347 <a name="l00379"></a><a class="code" href="classbdm_1_1eprod.html#a9bd36af548d5c350ebe62599aacf91ba">00379</a>         <a class="code" href="classbdm_1_1eprod.html#a9bd36af548d5c350ebe62599aacf91ba" title="Default constructor.">eprod</a> () : <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( 0 ), <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( 0 ) {}; 
    348 <a name="l00381"></a><a class="code" href="classbdm_1_1eprod.html#a7f0f526ddcd028c5edaecf250ef780f6">00381</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1eprod.html#a7f0f526ddcd028c5edaecf250ef780f6" title="Set internal.">set_parameters</a> ( <span class="keyword">const</span> Array&lt;const epdf*&gt; &amp;epdfs0, <span class="keywordtype">bool</span> named = <span class="keyword">true</span> ) { 
    349 <a name="l00382"></a>00382                 <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> = epdfs0;<span class="comment">//.set_length ( epdfs0.length() );</span> 
    350 <a name="l00383"></a>00383                 <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a>.set_length ( <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length() ); 
     344<a name="l00379"></a><a class="code" href="classbdm_1_1eprod.html#9bd36af548d5c350ebe62599aacf91ba">00379</a>         <a class="code" href="classbdm_1_1eprod.html#9bd36af548d5c350ebe62599aacf91ba" title="Default constructor.">eprod</a> () : <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( 0 ), <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( 0 ) {}; 
     345<a name="l00381"></a><a class="code" href="classbdm_1_1eprod.html#7f0f526ddcd028c5edaecf250ef780f6">00381</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1eprod.html#7f0f526ddcd028c5edaecf250ef780f6" title="Set internal.">set_parameters</a> ( <span class="keyword">const</span> Array&lt;const epdf*&gt; &amp;epdfs0, <span class="keywordtype">bool</span> named = <span class="keyword">true</span> ) { 
     346<a name="l00382"></a>00382                 <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> = epdfs0;<span class="comment">//.set_length ( epdfs0.length() );</span> 
     347<a name="l00383"></a>00383                 <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a>.set_length ( <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length() ); 
    351348<a name="l00384"></a>00384  
    352349<a name="l00385"></a>00385                 <span class="keywordtype">bool</span> independent = <span class="keyword">true</span>; 
    353350<a name="l00386"></a>00386                 <span class="keywordflow">if</span> ( named ) { 
    354 <a name="l00387"></a>00387                         <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    355 <a name="l00388"></a>00388                                 independent = <a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>.<a class="code" href="classbdm_1_1RV.html#a87841b5ee43997b79789c0c22047e224" title="Add (concat) another variable to the current one,.">add</a> ( <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;<a class="code" href="classbdm_1_1epdf.html#aa4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>() ); 
    356 <a name="l00389"></a>00389                                 <a class="code" href="bdmerror_8h.html#a89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( independent, <span class="stringliteral">&quot;eprod:: given components are not independent.&quot;</span> ); 
     351<a name="l00387"></a>00387                         <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     352<a name="l00388"></a>00388                                 independent = <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>.<a class="code" href="classbdm_1_1RV.html#87841b5ee43997b79789c0c22047e224" title="Add (concat) another variable to the current one,.">add</a> ( <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>() ); 
     353<a name="l00389"></a>00389                                 <a class="code" href="bdmerror_8h.html#89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( independent, <span class="stringliteral">"eprod:: given components are not independent."</span> ); 
    357354<a name="l00390"></a>00390                         } 
    358 <a name="l00391"></a>00391                         <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> = <a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>.<a class="code" href="classbdm_1_1RV.html#ade30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>(); 
     355<a name="l00391"></a>00391                         <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> = <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>(); 
    359356<a name="l00392"></a>00392                 } <span class="keywordflow">else</span> { 
    360 <a name="l00393"></a>00393                         <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> = 0; 
    361 <a name="l00394"></a>00394                         <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    362 <a name="l00395"></a>00395                                 <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> += <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;dimension(); 
     357<a name="l00393"></a>00393                         <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> = 0; 
     358<a name="l00394"></a>00394                         <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     359<a name="l00395"></a>00395                                 <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> += <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;dimension(); 
    363360<a name="l00396"></a>00396                         } 
    364361<a name="l00397"></a>00397                 } 
    … …  
    367364<a name="l00400"></a>00400                 <span class="keywordtype">int</span> dimi = 0; 
    368365<a name="l00401"></a>00401                 <span class="keywordtype">int</span> i; 
    369 <a name="l00402"></a>00402                 <span class="keywordflow">for</span> ( i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    370 <a name="l00403"></a>00403                         <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i ) = <span class="keyword">new</span> <a class="code" href="classbdm_1_1datalink.html" title="DataLink is a connection between two data vectors Up and Down.">datalink</a>; 
     366<a name="l00402"></a>00402                 <span class="keywordflow">for</span> ( i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     367<a name="l00403"></a>00403                         <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i ) = <span class="keyword">new</span> <a class="code" href="classbdm_1_1datalink.html" title="DataLink is a connection between two data vectors Up and Down.">datalink</a>; 
    371368<a name="l00404"></a>00404                         <span class="keywordflow">if</span> ( named ) { 
    372 <a name="l00405"></a>00405                                 <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;set_connection ( <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;<a class="code" href="classbdm_1_1epdf.html#aa4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>() , <a class="code" href="classbdm_1_1epdf.html#a62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ); 
     369<a name="l00405"></a>00405                                 <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;set_connection ( <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>() , <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ); 
    373370<a name="l00406"></a>00406                         } <span class="keywordflow">else</span> { 
    374 <a name="l00407"></a>00407                                 dimi = <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;dimension(); 
    375 <a name="l00408"></a>00408                                 <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;set_connection ( dimi, <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>, linspace ( cumdim, cumdim + dimi - 1 ) ); 
     371<a name="l00407"></a>00407                                 dimi = <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;dimension(); 
     372<a name="l00408"></a>00408                                 <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;set_connection ( dimi, <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>, linspace ( cumdim, cumdim + dimi - 1 ) ); 
    376373<a name="l00409"></a>00409                                 cumdim += dimi; 
    377374<a name="l00410"></a>00410                         } 
    … …  
    379376<a name="l00412"></a>00412         } 
    380377<a name="l00413"></a>00413  
    381 <a name="l00414"></a><a class="code" href="classbdm_1_1eprod.html#a1d494351e7e385ad3382387c96915d24">00414</a>         vec <a class="code" href="classbdm_1_1eprod.html#a1d494351e7e385ad3382387c96915d24" title="return expected value">mean</a>()<span class="keyword"> const </span>{ 
    382 <a name="l00415"></a>00415                 vec tmp ( <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
    383 <a name="l00416"></a>00416                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    384 <a name="l00417"></a>00417                         vec pom = <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;mean(); 
    385 <a name="l00418"></a>00418                         <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushup ( tmp, pom ); 
     378<a name="l00414"></a><a class="code" href="classbdm_1_1eprod.html#1d494351e7e385ad3382387c96915d24">00414</a>         vec <a class="code" href="classbdm_1_1eprod.html#1d494351e7e385ad3382387c96915d24" title="return expected value">mean</a>()<span class="keyword"> const </span>{ 
     379<a name="l00415"></a>00415                 vec tmp ( <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
     380<a name="l00416"></a>00416                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     381<a name="l00417"></a>00417                         vec pom = <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;mean(); 
     382<a name="l00418"></a>00418                         <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushup ( tmp, pom ); 
    386383<a name="l00419"></a>00419                 } 
    387384<a name="l00420"></a>00420                 <span class="keywordflow">return</span> tmp; 
    388385<a name="l00421"></a>00421         } 
    389 <a name="l00422"></a><a class="code" href="classbdm_1_1eprod.html#acc53a151f5ac5dfba68d425acc3a5615">00422</a>         vec <a class="code" href="classbdm_1_1eprod.html#acc53a151f5ac5dfba68d425acc3a5615" title="return expected variance (not covariance!)">variance</a>()<span class="keyword"> const </span>{ 
    390 <a name="l00423"></a>00423                 vec tmp ( <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); <span class="comment">//second moment</span> 
    391 <a name="l00424"></a>00424                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    392 <a name="l00425"></a>00425                         vec pom = <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;mean(); 
    393 <a name="l00426"></a>00426                         <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushup ( tmp, pow ( pom, 2 ) ); 
     386<a name="l00422"></a><a class="code" href="classbdm_1_1eprod.html#cc53a151f5ac5dfba68d425acc3a5615">00422</a>         vec <a class="code" href="classbdm_1_1eprod.html#cc53a151f5ac5dfba68d425acc3a5615" title="return expected variance (not covariance!)">variance</a>()<span class="keyword"> const </span>{ 
     387<a name="l00423"></a>00423                 vec tmp ( <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); <span class="comment">//second moment</span> 
     388<a name="l00424"></a>00424                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     389<a name="l00425"></a>00425                         vec pom = <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;mean(); 
     390<a name="l00426"></a>00426                         <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushup ( tmp, pow ( pom, 2 ) ); 
    394391<a name="l00427"></a>00427                 } 
    395 <a name="l00428"></a>00428                 <span class="keywordflow">return</span> tmp - pow ( <a class="code" href="classbdm_1_1eprod.html#a1d494351e7e385ad3382387c96915d24" title="return expected value">mean</a>(), 2 ); 
     392<a name="l00428"></a>00428                 <span class="keywordflow">return</span> tmp - pow ( <a class="code" href="classbdm_1_1eprod.html#1d494351e7e385ad3382387c96915d24" title="return expected value">mean</a>(), 2 ); 
    396393<a name="l00429"></a>00429         } 
    397 <a name="l00430"></a><a class="code" href="classbdm_1_1eprod.html#aaf48debea25d3473bcb71b6a77fac741">00430</a>         vec <a class="code" href="classbdm_1_1eprod.html#aaf48debea25d3473bcb71b6a77fac741" title="Returns a sample,  from density .">sample</a>()<span class="keyword"> const </span>{ 
    398 <a name="l00431"></a>00431                 vec tmp ( <a class="code" href="classbdm_1_1epdf.html#a16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
    399 <a name="l00432"></a>00432                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    400 <a name="l00433"></a>00433                         vec pom = <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;sample(); 
    401 <a name="l00434"></a>00434                         <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushup ( tmp, pom ); 
     394<a name="l00430"></a><a class="code" href="classbdm_1_1eprod.html#af48debea25d3473bcb71b6a77fac741">00430</a>         vec <a class="code" href="classbdm_1_1eprod.html#af48debea25d3473bcb71b6a77fac741" title="Returns a sample,  from density .">sample</a>()<span class="keyword"> const </span>{ 
     395<a name="l00431"></a>00431                 vec tmp ( <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ); 
     396<a name="l00432"></a>00432                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     397<a name="l00433"></a>00433                         vec pom = <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;sample(); 
     398<a name="l00434"></a>00434                         <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushup ( tmp, pom ); 
    402399<a name="l00435"></a>00435                 } 
    403400<a name="l00436"></a>00436                 <span class="keywordflow">return</span> tmp; 
    404401<a name="l00437"></a>00437         } 
    405 <a name="l00438"></a><a class="code" href="classbdm_1_1eprod.html#aa5a91e67d2f74ff2b0b8eecde2fa42e2">00438</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1eprod.html#aa5a91e67d2f74ff2b0b8eecde2fa42e2" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{ 
     402<a name="l00438"></a><a class="code" href="classbdm_1_1eprod.html#a5a91e67d2f74ff2b0b8eecde2fa42e2">00438</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1eprod.html#a5a91e67d2f74ff2b0b8eecde2fa42e2" title="Compute log-probability of argument val In case the argument is out of suport return...">evallog</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{ 
    406403<a name="l00439"></a>00439                 <span class="keywordtype">double</span> tmp = 0; 
    407 <a name="l00440"></a>00440                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    408 <a name="l00441"></a>00441                         tmp += <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;evallog ( <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushdown ( val ) ); 
     404<a name="l00440"></a>00440                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     405<a name="l00441"></a>00441                         tmp += <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i )-&gt;evallog ( <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i )-&gt;pushdown ( val ) ); 
    409406<a name="l00442"></a>00442                 } 
    410 <a name="l00443"></a>00443                 <a class="code" href="bdmerror_8h.html#a89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( std::isfinite ( tmp ), <span class="stringliteral">&quot;Infinite&quot;</span> ); 
     407<a name="l00443"></a>00443                 <a class="code" href="bdmerror_8h.html#89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( std::isfinite ( tmp ), <span class="stringliteral">"Infinite"</span> ); 
    411408<a name="l00444"></a>00444                 <span class="keywordflow">return</span> tmp; 
    412409<a name="l00445"></a>00445         } 
    413 <a name="l00447"></a><a class="code" href="classbdm_1_1eprod.html#a5194b47dd05a5886e0745250b6704953">00447</a>         <span class="keyword">const</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classbdm_1_1eprod.html#a5194b47dd05a5886e0745250b6704953" title="access function">operator () </a>( <span class="keywordtype">int</span> i )<span class="keyword"> const </span>{ 
    414 <a name="l00448"></a>00448                 <a class="code" href="bdmerror_8h.html#a89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(), <span class="stringliteral">&quot;wrong index&quot;</span> ); 
    415 <a name="l00449"></a>00449                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i ); 
     410<a name="l00447"></a><a class="code" href="classbdm_1_1eprod.html#5194b47dd05a5886e0745250b6704953">00447</a>         <span class="keyword">const</span> <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classbdm_1_1eprod.html#5194b47dd05a5886e0745250b6704953" title="access function">operator () </a>( <span class="keywordtype">int</span> i )<span class="keyword"> const </span>{ 
     411<a name="l00448"></a>00448                 <a class="code" href="bdmerror_8h.html#89a0f906b242b79c5d3d342291b2cab4" title="Throw std::runtime_exception if t is not true and NDEBUG is not defined.">bdm_assert_debug</a> ( i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(), <span class="stringliteral">"wrong index"</span> ); 
     412<a name="l00449"></a>00449                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a> ( i ); 
    416413<a name="l00450"></a>00450         } 
    417414<a name="l00451"></a>00451  
    418 <a name="l00453"></a><a class="code" href="classbdm_1_1eprod.html#a708b37971aab3667f20e325c358632cf">00453</a>         <a class="code" href="classbdm_1_1eprod.html#a708b37971aab3667f20e325c358632cf" title="Destructor.">~eprod</a>() { 
    419 <a name="l00454"></a>00454                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#afa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
    420 <a name="l00455"></a>00455                         <span class="keyword">delete</span> <a class="code" href="classbdm_1_1eprod.html#a6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i ); 
     415<a name="l00453"></a><a class="code" href="classbdm_1_1eprod.html#708b37971aab3667f20e325c358632cf">00453</a>         <a class="code" href="classbdm_1_1eprod.html#708b37971aab3667f20e325c358632cf" title="Destructor.">~eprod</a>() { 
     416<a name="l00454"></a>00454                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classbdm_1_1eprod.html#fa0b0981730f0a8339b9ff3e29d78391" title="Components (epdfs).">epdfs</a>.length(); i++ ) { 
     417<a name="l00455"></a>00455                         <span class="keyword">delete</span> <a class="code" href="classbdm_1_1eprod.html#6b5a9be71a644f6009e7beda6c762a43" title="Array of indeces.">dls</a> ( i ); 
    421418<a name="l00456"></a>00456                 } 
    422419<a name="l00457"></a>00457         } 
    … …  
    426423<a name="l00464"></a><a class="code" href="classbdm_1_1mmix.html">00464</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1mmix.html" title="Mixture of mpdfs with constant weights, all mpdfs are of equal RV and RVC.">mmix</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> { 
    427424<a name="l00465"></a>00465 <span class="keyword">protected</span>: 
    428 <a name="l00467"></a><a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809">00467</a>         Array&lt;shared_ptr&lt;mpdf&gt; &gt; <a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>; 
    429 <a name="l00469"></a><a class="code" href="classbdm_1_1mmix.html#af23a22414419b3a4a0a7d97157a03b17">00469</a>         vec <a class="code" href="classbdm_1_1mmix.html#af23a22414419b3a4a0a7d97157a03b17" title="weights of the components">w</a>; 
    430 <a name="l00471"></a><a class="code" href="classbdm_1_1mmix.html#a8c740fff8807cb7f1df6a7e510e10805">00471</a>         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <a class="code" href="classbdm_1_1mmix.html#a8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>; 
     425<a name="l00467"></a><a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809">00467</a>         Array&lt;shared_ptr&lt;mpdf&gt; &gt; <a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>; 
     426<a name="l00469"></a><a class="code" href="classbdm_1_1mmix.html#f23a22414419b3a4a0a7d97157a03b17">00469</a>         vec <a class="code" href="classbdm_1_1mmix.html#f23a22414419b3a4a0a7d97157a03b17" title="weights of the components">w</a>; 
     427<a name="l00471"></a><a class="code" href="classbdm_1_1mmix.html#8c740fff8807cb7f1df6a7e510e10805">00471</a>         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <a class="code" href="classbdm_1_1mmix.html#8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>; 
    431428<a name="l00472"></a>00472 <span class="keyword">public</span>: 
    432 <a name="l00474"></a><a class="code" href="classbdm_1_1mmix.html#aa0cf51b7daeb6751103e94e6b96213fb">00474</a>         <a class="code" href="classbdm_1_1mmix.html#aa0cf51b7daeb6751103e94e6b96213fb" title="Default constructor.">mmix</a>() : <a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0), <a class="code" href="classbdm_1_1mmix.html#a8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>() { <a class="code" href="classbdm_1_1mpdf.html#a147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a>(<a class="code" href="classbdm_1_1mmix.html#a8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>);    } 
     429<a name="l00474"></a><a class="code" href="classbdm_1_1mmix.html#a0cf51b7daeb6751103e94e6b96213fb">00474</a>         <a class="code" href="classbdm_1_1mmix.html#a0cf51b7daeb6751103e94e6b96213fb" title="Default constructor.">mmix</a>() : <a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0), <a class="code" href="classbdm_1_1mmix.html#8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>() { <a class="code" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a>(<a class="code" href="classbdm_1_1mmix.html#8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>);    } 
    433430<a name="l00475"></a>00475  
    434 <a name="l00477"></a><a class="code" href="classbdm_1_1mmix.html#a77f4e69ba18e685bdd1cb92e256a2ea2">00477</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mmix.html#a77f4e69ba18e685bdd1cb92e256a2ea2" title="Set weights w and components R.">set_parameters</a> ( <span class="keyword">const</span> vec &amp;w0, <span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> &gt; &amp;Coms0 ) { 
    435 <a name="l00479"></a>00479                 <a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a> = Coms0; 
    436 <a name="l00480"></a>00480                 <a class="code" href="classbdm_1_1mmix.html#af23a22414419b3a4a0a7d97157a03b17" title="weights of the components">w</a>=w0;    
     431<a name="l00477"></a><a class="code" href="classbdm_1_1mmix.html#77f4e69ba18e685bdd1cb92e256a2ea2">00477</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mmix.html#77f4e69ba18e685bdd1cb92e256a2ea2" title="Set weights w and components R.">set_parameters</a> ( <span class="keyword">const</span> vec &amp;w0, <span class="keyword">const</span> Array&lt;<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> &gt; &amp;Coms0 ) { 
     432<a name="l00479"></a>00479                 <a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a> = Coms0; 
     433<a name="l00480"></a>00480                 <a class="code" href="classbdm_1_1mmix.html#f23a22414419b3a4a0a7d97157a03b17" title="weights of the components">w</a>=w0;    
    437434<a name="l00481"></a>00481  
    438435<a name="l00482"></a>00482                 <span class="keywordflow">if</span> (Coms0.length()&gt;0){ 
    439 <a name="l00483"></a>00483                         set_rv(<a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0)-&gt;_rv()); 
    440 <a name="l00484"></a>00484                         <a class="code" href="classbdm_1_1mmix.html#a8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>.set_parameters(<a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0)-&gt;_rv()._dsize()); 
    441 <a name="l00485"></a>00485                         set_rvc(<a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0)-&gt;_rvc()); 
    442 <a name="l00486"></a>00486                         <a class="code" href="classbdm_1_1mpdf.html#a7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> = <a class="code" href="classbdm_1_1mpdf.html#a5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>.<a class="code" href="classbdm_1_1RV.html#ade30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>(); 
     436<a name="l00483"></a>00483                         set_rv(<a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0)-&gt;_rv()); 
     437<a name="l00484"></a>00484                         <a class="code" href="classbdm_1_1mmix.html#8c740fff8807cb7f1df6a7e510e10805" title="dummy epdfs">dummy_epdf</a>.set_parameters(<a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0)-&gt;_rv()._dsize()); 
     438<a name="l00485"></a>00485                         set_rvc(<a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(0)-&gt;_rvc()); 
     439<a name="l00486"></a>00486                         <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> = <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089" title="total size of a random variable">_dsize</a>(); 
    443440<a name="l00487"></a>00487                 } 
    444441<a name="l00488"></a>00488         } 
    445 <a name="l00489"></a><a class="code" href="classbdm_1_1mmix.html#a33372bfd0ddbcb9f78b4d4b563a24624">00489</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mmix.html#a33372bfd0ddbcb9f78b4d4b563a24624" 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) { 
     442<a name="l00489"></a><a class="code" href="classbdm_1_1mmix.html#33372bfd0ddbcb9f78b4d4b563a24624">00489</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mmix.html#33372bfd0ddbcb9f78b4d4b563a24624" 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) { 
    446443<a name="l00490"></a>00490                 <span class="keywordtype">double</span> ll=0.0; 
    447 <a name="l00491"></a>00491                 <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i=0;i&lt;<a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>.length();i++){ 
    448 <a name="l00492"></a>00492                         ll+=<a class="code" href="classbdm_1_1mmix.html#a63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(i)-&gt;evallogcond(dt,cond); 
     444<a name="l00491"></a>00491                 <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i=0;i&lt;<a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>.length();i++){ 
     445<a name="l00492"></a>00492                         ll+=<a class="code" href="classbdm_1_1mmix.html#63013f8c57dfb51babc3be7fc5d05809" title="Component (mpdfs).">Coms</a>(i)-&gt;evallogcond(dt,cond); 
    449446<a name="l00493"></a>00493                 } 
    450447<a name="l00494"></a>00494                 <span class="keywordflow">return</span> ll; 
    451448<a name="l00495"></a>00495         } 
    452449<a name="l00496"></a>00496  
    453 <a name="l00497"></a>00497         vec <a class="code" href="classbdm_1_1mmix.html#ac97f01cd62bf63e67ddd5b1b8a56cf59" title="Returns a sample from the density conditioned on cond, .">samplecond</a> (<span class="keyword">const</span> vec &amp;cond); 
     450<a name="l00497"></a>00497         vec <a class="code" href="classbdm_1_1mmix.html#c97f01cd62bf63e67ddd5b1b8a56cf59" title="Returns a sample from the density conditioned on cond, .">samplecond</a> (<span class="keyword">const</span> vec &amp;cond); 
    454451<a name="l00498"></a>00498  
    455452<a name="l00499"></a>00499 }; 
    … …  
    458455<a name="l00502"></a>00502 <span class="preprocessor">#endif //MX_H</span> 
    459456</pre></div></div> 
    460 <hr size="1"/><address style="text-align: right;"><small>Generated on Sun Sep 27 00:49:04 2009 for mixpp by&nbsp; 
     457<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:43 2009 for mixpp by&nbsp; 
    461458<a href="http://www.doxygen.org/index.html"> 
    462 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.6.1 </small></address> 
     459<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
    463460</body> 
    464461</html>