| 29 |  | <a name="l00033"></a>00033         ivec ids; | 
                        | 30 |  | <a name="l00034"></a>00034         ivec sizes; | 
                        | 31 |  | <a name="l00035"></a>00035         ivec times; | 
                        | 32 |  | <a name="l00036"></a>00036         ivec obs; | 
                        | 33 |  | <a name="l00037"></a>00037         Array<std::string> names; | 
                        | 34 |  | <a name="l00038"></a>00038 | 
                        | 35 |  | <a name="l00039"></a>00039 <span class="keyword">private</span>: | 
                        | 36 |  | <a name="l00040"></a>00040         <span class="keywordtype">void</span> init ( ivec in_ids, Array<std::string> in_names, ivec in_sizes, ivec in_times, ivec in_obs ); | 
                        | 37 |  | <a name="l00041"></a>00041 <span class="keyword">public</span>: | 
                        | 38 |  | <a name="l00043"></a>00043         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Empty constructor will be set later.">RV</a> ( ivec in_ids, Array<std::string> in_names, ivec in_sizes, ivec in_times, ivec in_obs ); | 
                        | 39 |  | <a name="l00045"></a>00045         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Empty constructor will be set later.">RV</a> ( ivec ids ); | 
                        | 40 |  | <a name="l00047"></a>00047         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Empty constructor will be set later.">RV</a> (); | 
                        | 41 |  | <a name="l00048"></a>00048 | 
                        | 42 |  | <a name="l00050"></a>00050         <span class="keyword">friend</span> std::ostream &<a class="code" href="classRV.html#cad6f15535d10437f6690cb4492176a8" title="Printing output e.g. for debugging.">operator<< </a>( std::ostream &os, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv ); | 
                        | 43 |  | <a name="l00051"></a>00051 | 
                        | 44 |  | <a name="l00053"></a><a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0">00053</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return length (number of scalars) of the RV.">count</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#0cae53d262be90a775a99a198e17fa58" title="size = sum of sizes">size</a>;} ; | 
                        | 45 |  | <a name="l00054"></a>00054 | 
                        | 46 |  | <a name="l00055"></a>00055         <span class="comment">//TODO why not inline and later??</span> | 
                        | 47 |  | <a name="l00056"></a>00056 | 
                        | 48 |  | <a name="l00058"></a>00058         ivec <a class="code" href="classRV.html#6b078b1086224aca3a9e5a203e647fb6" title="Find indexes of another rv in self.">find</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> rv2 ); | 
                        | 49 |  | <a name="l00060"></a>00060         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <span class="keyword">add</span> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv2 ); | 
                        | 50 |  | <a name="l00062"></a>00062         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#4c5ec5e913fc598e242cb930ae8bdf4a" title="Subtract another variable from the current one.">subt</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> rv2 ); | 
                        | 51 |  | <a name="l00064"></a>00064         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#2bf35b18a32aad419f0516273939628e" title="Select only variables at indeces ind.">subselect</a> ( ivec ind ); | 
                        | 52 |  | <a name="l00066"></a>00066         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#28bbcb8873bafdac317bafb7b481cc45" title="Select only variables at indeces ind.">operator() </a>( ivec ind ); | 
                        | 53 |  | <a name="l00068"></a>00068         <span class="keywordtype">void</span> <a class="code" href="classRV.html#e0a158d53ab9430627241f844f4c9a60" title="Generate new RV with time shifted by delta.">t</a> ( <span class="keywordtype">int</span> delta ); | 
                        | 54 |  | <a name="l00070"></a>00070         ivec <a class="code" href="classRV.html#8470cf53be6e7bdba78ad0efbd203ee7" title="generate a list of indeces, i.e. which">indexlist</a>(); | 
                        | 55 |  | <a name="l00071"></a>00071 }; | 
                        | 56 |  | <a name="l00072"></a>00072 | 
                        | 57 |  | <a name="l00074"></a>00074 | 
                        | 58 |  | <a name="l00075"></a><a class="code" href="classfnc.html">00075</a> <span class="keyword">class </span><a class="code" href="classfnc.html" title="Class representing function $f(x)$ of variable $x$ represented by rv.">fnc</a> { | 
                        | 59 |  | <a name="l00076"></a>00076 <span class="keyword">protected</span>: | 
                        | 60 |  | <a name="l00077"></a>00077         <span class="keywordtype">int</span> dimy; | 
                        | 61 |  | <a name="l00078"></a>00078 <span class="keyword">public</span>: | 
                        | 62 |  | <a name="l00080"></a><a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c">00080</a>         <span class="keyword">virtual</span> vec <a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c" title="function evaluates numerical value of $f(x)$ at $x=cond$">eval</a> ( <span class="keyword">const</span> vec &cond ) { | 
                        | 63 |  | <a name="l00081"></a>00081                 <span class="keywordflow">return</span> vec ( 0 ); | 
                        | 64 |  | <a name="l00082"></a>00082         }; <span class="comment">//Fixme: virtual?</span> | 
                        | 65 |  | <a name="l00083"></a>00083 | 
                        | 66 |  | <a name="l00085"></a><a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298">00085</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298" title="access function">_dimy</a>()<span class="keyword"> const</span>{<span class="keywordflow">return</span> dimy;} | 
                        | 67 |  | <a name="l00086"></a>00086 | 
                        | 68 |  | <a name="l00088"></a><a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab">00088</a>         <span class="keyword">virtual</span> <a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab" title="Destructor for future use;.">~fnc</a>() {}; | 
                        | 69 |  | <a name="l00089"></a>00089 }; | 
                        | 70 |  | <a name="l00090"></a>00090 | 
                      
                        |  | 29 | <a name="l00034"></a><a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9">00034</a>         ivec <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a>; | 
                        |  | 30 | <a name="l00036"></a><a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b">00036</a>         ivec <a class="code" href="classRV.html#c878aab13f34b420e1eb5b485563682b" title="Vector of sizes.">sizes</a>; | 
                        |  | 31 | <a name="l00038"></a><a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89">00038</a>         ivec <a class="code" href="classRV.html#646e530c47a2dd38254b778d9f11ac89" title="Vector of shifts from current time.">times</a>; | 
                        |  | 32 | <a name="l00040"></a><a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb">00040</a>         Array<std::string> <a class="code" href="classRV.html#df5d0030b277a1db2f1fd5fb79152acb" title="Array of names.">names</a>; | 
                        |  | 33 | <a name="l00041"></a>00041 | 
                        |  | 34 | <a name="l00042"></a>00042 <span class="keyword">private</span>: | 
                        |  | 35 | <a name="l00044"></a>00044         <span class="keywordtype">void</span> init ( ivec in_ids, Array<std::string> in_names, ivec in_sizes, ivec in_times); | 
                        |  | 36 | <a name="l00045"></a>00045 <span class="keyword">public</span>: | 
                        |  | 37 | <a name="l00047"></a>00047         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Empty constructor will be set later.">RV</a> ( ivec in_ids, Array<std::string> in_names, ivec in_sizes, ivec in_times); | 
                        |  | 38 | <a name="l00049"></a>00049         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Empty constructor will be set later.">RV</a> ( ivec <a class="code" href="classRV.html#1bd7165140f4b880a7f344bbb1c433f9" title="Vector of unique IDs.">ids</a> ); | 
                        |  | 39 | <a name="l00051"></a>00051         <a class="code" href="classRV.html#6a22f5c06d6403870d4e414b1993bf9e" title="Empty constructor will be set later.">RV</a> (); | 
                        |  | 40 | <a name="l00052"></a>00052 | 
                        |  | 41 | <a name="l00054"></a>00054         <span class="keyword">friend</span> std::ostream &<a class="code" href="classRV.html#cad6f15535d10437f6690cb4492176a8" title="Printing output e.g. for debugging.">operator<< </a>( std::ostream &os, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv ); | 
                        |  | 42 | <a name="l00055"></a>00055 | 
                        |  | 43 | <a name="l00057"></a><a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0">00057</a>         <span class="keywordtype">int</span> <a class="code" href="classRV.html#f5c7b8bd589eef09ccdf3329a0addea0" title="Return length (number of scalars) of the RV.">count</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classRV.html#0cae53d262be90a775a99a198e17fa58" title="size = sum of sizes">size</a>;} ; | 
                        |  | 44 | <a name="l00058"></a>00058 | 
                        |  | 45 | <a name="l00059"></a>00059         <span class="comment">//TODO why not inline and later??</span> | 
                        |  | 46 | <a name="l00060"></a>00060 | 
                        |  | 47 | <a name="l00062"></a>00062         ivec <a class="code" href="classRV.html#6b078b1086224aca3a9e5a203e647fb6" title="Find indexes of another rv in self.">find</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> rv2 ); | 
                        |  | 48 | <a name="l00064"></a>00064         <span class="keywordtype">void</span> <span class="keyword">add</span> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv2 ); | 
                        |  | 49 | <a name="l00066"></a>00066         <span class="keyword">friend</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#33c114e83980d883c5b211c47d5322a4" title="Add (concat) another variable to the current one.">concat</a> (<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv1, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv2 ); | 
                        |  | 50 | <a name="l00068"></a>00068         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#4c5ec5e913fc598e242cb930ae8bdf4a" title="Subtract another variable from the current one.">subt</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> rv2 ); | 
                        |  | 51 | <a name="l00070"></a>00070         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#2bf35b18a32aad419f0516273939628e" title="Select only variables at indeces ind.">subselect</a> ( ivec ind ); | 
                        |  | 52 | <a name="l00072"></a>00072         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classRV.html#28bbcb8873bafdac317bafb7b481cc45" title="Select only variables at indeces ind.">operator() </a>( ivec ind ); | 
                        |  | 53 | <a name="l00074"></a>00074         <span class="keywordtype">void</span> <a class="code" href="classRV.html#e0a158d53ab9430627241f844f4c9a60" title="Generate new RV with time shifted by delta.">t</a> ( <span class="keywordtype">int</span> delta ); | 
                        |  | 54 | <a name="l00076"></a>00076         ivec <a class="code" href="classRV.html#8470cf53be6e7bdba78ad0efbd203ee7" title="generate a list of indeces, i.e. which">indexlist</a>(); | 
                        |  | 55 | <a name="l00077"></a>00077 }; | 
                        |  | 56 | <a name="l00078"></a>00078 | 
                        |  | 57 | <a name="l00079"></a>00079 | 
                        |  | 58 | <a name="l00081"></a>00081 | 
                        |  | 59 | <a name="l00082"></a><a class="code" href="classfnc.html">00082</a> <span class="keyword">class </span><a class="code" href="classfnc.html" title="Class representing function $f(x)$ of variable $x$ represented by rv.">fnc</a> { | 
                        |  | 60 | <a name="l00083"></a>00083 <span class="keyword">protected</span>: | 
                        |  | 61 | <a name="l00085"></a><a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9">00085</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>; | 
                        |  | 62 | <a name="l00086"></a>00086 <span class="keyword">public</span>: | 
                        |  | 63 | <a name="l00088"></a><a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c">00088</a>         <span class="keyword">virtual</span> vec <a class="code" href="classfnc.html#7fad2e6cb35909a165ec5a53def4a18c" title="function evaluates numerical value of $f(x)$ at $x=cond$">eval</a> ( <span class="keyword">const</span> vec &cond ) { | 
                        |  | 64 | <a name="l00089"></a>00089                 <span class="keywordflow">return</span> vec ( 0 ); | 
                        |  | 65 | <a name="l00090"></a>00090         }; | 
            
                      
                        | 72 |  | <a name="l00093"></a>00093 | 
                        | 73 |  | <a name="l00094"></a><a class="code" href="classepdf.html">00094</a> <span class="keyword">class </span><a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> { | 
                        | 74 |  | <a name="l00095"></a>00095 <span class="keyword">protected</span>: | 
                        | 75 |  | <a name="l00096"></a>00096         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> rv; | 
                        | 76 |  | <a name="l00097"></a>00097 <span class="keyword">public</span>: | 
                        | 77 |  | <a name="l00099"></a><a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd">00099</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a>() :rv ( ivec ( 0 ) ) {}; | 
                        | 78 |  | <a name="l00100"></a>00100 | 
                        | 79 |  | <a name="l00102"></a><a class="code" href="classepdf.html#c95b1a27a8dd9507bb9a5a3cb2809c7a">00102</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0 ) :rv ( rv0 ) {}; | 
                        | 80 |  | <a name="l00103"></a>00103 | 
                        | 81 |  | <a name="l00105"></a>00105 <span class="comment">//      virtual vec moment ( const int order = 1 );</span> | 
                        | 82 |  | <a name="l00107"></a>00107 <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#7f74d871d50b9ff360f1b3879092a9fa" title="Returns the required moment of the epdf.">sample</a> () =0; | 
                        | 83 |  | <a name="l00109"></a><a class="code" href="classepdf.html#f333ceeb88ebc37d81fcd4cea4526bfc">00109</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#f333ceeb88ebc37d81fcd4cea4526bfc" title="Compute probability of argument val.">eval</a> ( <span class="keyword">const</span> vec &val ) {<span class="keywordflow">return</span> 0.0;}; | 
                        | 84 |  | <a name="l00110"></a>00110 | 
                        | 85 |  | <a name="l00112"></a><a class="code" href="classepdf.html#113c76c61d20e3f2a24ba322a73dfc51">00112</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#113c76c61d20e3f2a24ba322a73dfc51" title="Compute log-probability of argument val.">evalpdflog</a> ( <span class="keyword">const</span> vec &val ) {<span class="keywordflow">return</span> 0.0;}; | 
                        | 86 |  | <a name="l00113"></a>00113 | 
                        | 87 |  | <a name="l00115"></a>00115         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#5b61fae74d370d2216576d598c1a74ef" title="return expected value">mean</a>()=0; | 
                        | 88 |  | <a name="l00116"></a>00116 | 
                        | 89 |  | <a name="l00118"></a><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00118</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {}; | 
                        | 90 |  | <a name="l00119"></a>00119 }; | 
                        | 91 |  | <a name="l00120"></a>00120 | 
                        | 92 |  | <a name="l00121"></a>00121 | 
                        | 93 |  | <a name="l00123"></a>00123 <span class="comment">//TODO Samplecond can be generalized</span> | 
                        | 94 |  | <a name="l00124"></a>00124 | 
                        | 95 |  | <a name="l00125"></a><a class="code" href="classmpdf.html">00125</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { | 
                        | 96 |  | <a name="l00126"></a>00126 <span class="keyword">protected</span>: | 
                        | 97 |  | <a name="l00128"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00128</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>; | 
                        | 98 |  | <a name="l00130"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00130</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>; | 
                        | 99 |  | <a name="l00132"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00132</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>; | 
                        | 100 |  | <a name="l00133"></a>00133 <span class="keyword">public</span>: | 
                        | 101 |  | <a name="l00134"></a>00134 | 
                        | 102 |  | <a name="l00136"></a>00136 <span class="comment">//      virtual fnc moment ( const int order = 1 );</span> | 
                        | 103 |  | <a name="l00138"></a><a class="code" href="classmpdf.html#c20c796f8d0a201f0897299150e45a41">00138</a> <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#c20c796f8d0a201f0897299150e45a41" title="Returns the required moment of the epdf.">samplecond</a> ( vec &cond, <span class="keywordtype">double</span> lik ) {<span class="keywordflow">return</span> vec ( 0 );}; | 
                        | 104 |  | <a name="l00139"></a>00139 | 
                        | 105 |  | <a name="l00140"></a>00140         <span class="keyword">virtual</span> <span class="keywordtype">void</span> condition ( <span class="keyword">const</span> vec &cond ) {}; | 
                        | 106 |  | <a name="l00141"></a>00141 | 
                        | 107 |  | <a name="l00142"></a>00142         <span class="keyword">virtual</span> <span class="keywordtype">double</span> evalcond (<span class="keyword">const</span> vec &dt, <span class="keyword">const</span> vec &cond ) {this->condition(cond);<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-><a class="code" href="classepdf.html#f333ceeb88ebc37d81fcd4cea4526bfc" title="Compute probability of argument val.">eval</a>(dt);}; | 
                        | 108 |  | <a name="l00143"></a>00143 | 
                        | 109 |  | <a name="l00145"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00145</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {}; | 
                        | 110 |  | <a name="l00146"></a>00146 | 
                        | 111 |  | <a name="l00148"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00148</a>         <a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f" title="Default constructor.">mpdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rvc0 ) :<a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a> ( rv0 ),<a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a> ( rvc0 ) {}; | 
                        | 112 |  | <a name="l00149"></a>00149 }; | 
                        | 113 |  | <a name="l00150"></a>00150 | 
                        | 114 |  | <a name="l00158"></a><a class="code" href="classDS.html">00158</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> { | 
                        | 115 |  | <a name="l00159"></a>00159 <span class="keyword">protected</span>: | 
                        | 116 |  | <a name="l00161"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00161</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454" title="Observed variables, returned by getdata().">Drv</a>; | 
                        | 117 |  | <a name="l00163"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00163</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629" title="Action variables, accepted by write().">Urv</a>; <span class="comment">//</span> | 
                        | 118 |  | <a name="l00164"></a>00164 <span class="keyword">public</span>: | 
                        | 119 |  | <a name="l00166"></a>00166         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &dt ); | 
                        | 120 |  | <a name="l00168"></a>00168         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &dt, ivec &indeces ); | 
                        | 121 |  | <a name="l00170"></a>00170         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &ut ); | 
                        | 122 |  | <a name="l00172"></a>00172         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &ut, ivec &indeces ); | 
                        | 123 |  | <a name="l00178"></a>00178         <span class="keywordtype">void</span> <a class="code" href="classDS.html#9a35ca9c9321dce2bf63bf668f785b75" title="Method that assigns random variables to the datasource. Typically, the datasource...">linkrvs</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &drv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &urv ); | 
                        | 124 |  | <a name="l00179"></a>00179 | 
                        | 125 |  | <a name="l00181"></a>00181         <span class="keywordtype">void</span> <a class="code" href="classDS.html#470ba89e8e7c3c4d830803221b4e9be6" title="Moves from $t$ to $t+1$, i.e. perfroms the actions and reads response of the system...">step</a>(); | 
                        | 126 |  | <a name="l00182"></a>00182 | 
                        | 127 |  | <a name="l00183"></a>00183 }; | 
                        | 128 |  | <a name="l00184"></a>00184 | 
                        | 129 |  | <a name="l00189"></a><a class="code" href="classBM.html">00189</a> <span class="keyword">class </span><a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> { | 
                        | 130 |  | <a name="l00190"></a>00190 <span class="keyword">protected</span>: | 
                        | 131 |  | <a name="l00192"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00192</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>; | 
                        | 132 |  | <a name="l00194"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00194</a>  <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>; | 
                        | 133 |  | <a name="l00196"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00196</a>         <span class="keywordtype">bool</span> <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>; | 
                        | 134 |  | <a name="l00197"></a>00197 <span class="keyword">public</span>: | 
                      
                        |  | 67 | <a name="l00093"></a><a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298">00093</a>         <span class="keywordtype">int</span> <a class="code" href="classfnc.html#a8891973d0ca48ce38e1886df45ca298" title="access function">_dimy</a>()<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classfnc.html#22d51d10a7901331167f64f80d1af8e9" title="Length of the output vector.">dimy</a>;} | 
                        |  | 68 | <a name="l00094"></a>00094 | 
                        |  | 69 | <a name="l00096"></a><a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab">00096</a>         <span class="keyword">virtual</span> <a class="code" href="classfnc.html#17164c202f6feee3d708b8caab6306ab" title="Destructor for future use;.">~fnc</a>() {}; | 
                        |  | 70 | <a name="l00097"></a>00097 }; | 
                        |  | 71 | <a name="l00098"></a>00098 | 
                        |  | 72 | <a name="l00099"></a>00099 | 
                        |  | 73 | <a name="l00101"></a>00101 | 
                        |  | 74 | <a name="l00102"></a><a class="code" href="classepdf.html">00102</a> <span class="keyword">class </span><a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> { | 
                        |  | 75 | <a name="l00103"></a>00103 <span class="keyword">protected</span>: | 
                        |  | 76 | <a name="l00105"></a><a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9">00105</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>; | 
                        |  | 77 | <a name="l00106"></a>00106 <span class="keyword">public</span>: | 
                        |  | 78 | <a name="l00108"></a><a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd">00108</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a>() :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( ivec ( 0 ) ) {}; | 
                        |  | 79 | <a name="l00109"></a>00109 | 
                        |  | 80 | <a name="l00111"></a><a class="code" href="classepdf.html#c95b1a27a8dd9507bb9a5a3cb2809c7a">00111</a>         <a class="code" href="classepdf.html#d8eb760037b3bad5a0d64081606697cd" title="default constructor">epdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0 ) :<a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a> ( rv0 ) {}; | 
                        |  | 81 | <a name="l00112"></a>00112 | 
                        |  | 82 | <a name="l00114"></a>00114 <span class="comment">//      virtual vec moment ( const int order = 1 );</span> | 
                        |  | 83 | <a name="l00116"></a>00116 <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns the required moment of the epdf.">sample</a> () <span class="keyword">const</span> =0; | 
                        |  | 84 | <a name="l00118"></a><a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c">00118</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c" title="Compute probability of argument val.">eval</a> ( <span class="keyword">const</span> vec &val )<span class="keyword"> const </span>{<span class="keywordflow">return</span> exp(this->evalpdflog(val));}; | 
                        |  | 85 | <a name="l00119"></a>00119 | 
                        |  | 86 | <a name="l00121"></a>00121         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a> ( <span class="keyword">const</span> vec &val ) <span class="keyword">const</span> =0; | 
                        |  | 87 | <a name="l00122"></a>00122 | 
                        |  | 88 | <a name="l00124"></a>00124         <span class="keyword">virtual</span> vec <a class="code" href="classepdf.html#bf0a070a8f3e67a93604ca724638b870" title="return expected value">mean</a>() <span class="keyword">const</span> =0; | 
                        |  | 89 | <a name="l00125"></a>00125 | 
                        |  | 90 | <a name="l00127"></a><a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396">00127</a>         <span class="keyword">virtual</span> <a class="code" href="classepdf.html#0a322dd106f04c0a2915e3d4f4227396" title="Destructor for future use;.">~epdf</a>() {}; | 
                        |  | 91 | <a name="l00129"></a><a class="code" href="classepdf.html#b89143f12c9b49282e30841e4fb5f337">00129</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classepdf.html#b89143f12c9b49282e30841e4fb5f337" title="access function">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classepdf.html#74da992e3f5d598da8850b646b79b9d9" title="Identified of the random variable.">rv</a>;} | 
                        |  | 92 | <a name="l00130"></a>00130 }; | 
                        |  | 93 | <a name="l00131"></a>00131 | 
                        |  | 94 | <a name="l00132"></a>00132 | 
                        |  | 95 | <a name="l00134"></a>00134 <span class="comment">//TODO Samplecond can be generalized</span> | 
                        |  | 96 | <a name="l00135"></a>00135 | 
                        |  | 97 | <a name="l00136"></a><a class="code" href="classmpdf.html">00136</a> <span class="keyword">class </span><a class="code" href="classmpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> { | 
                        |  | 98 | <a name="l00137"></a>00137 <span class="keyword">protected</span>: | 
                        |  | 99 | <a name="l00139"></a><a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb">00139</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a>; | 
                        |  | 100 | <a name="l00141"></a><a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab">00141</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>; | 
                        |  | 101 | <a name="l00143"></a><a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c">00143</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>; | 
                        |  | 102 | <a name="l00144"></a>00144 <span class="keyword">public</span>: | 
                        |  | 103 | <a name="l00145"></a>00145 | 
                        |  | 104 | <a name="l00147"></a>00147 <span class="comment">//      virtual fnc moment ( const int order = 1 );</span> | 
                        |  | 105 | <a name="l00149"></a><a class="code" href="classmpdf.html#b0193a350c97933ddf15b15a130da352">00149</a> <span class="comment"></span>        <span class="keyword">virtual</span> vec <a class="code" href="classmpdf.html#b0193a350c97933ddf15b15a130da352" title="Returns the required moment of the epdf.">samplecond</a> ( vec &cond, <span class="keywordtype">double</span> &ll ) {this-><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a>(cond);vec temp= <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-><a class="code" href="classepdf.html#8019654e494bf5e458f6fb947e11b262" title="Returns the required moment of the epdf.">sample</a>();ll=<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-><a class="code" href="classepdf.html#6aef3eca74899692503769c18add1a4c" title="Compute log-probability of argument val.">evalpdflog</a>(temp);<span class="keywordflow">return</span> temp;}; | 
                        |  | 106 | <a name="l00151"></a><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83">00151</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &cond ) {}; | 
                        |  | 107 | <a name="l00152"></a>00152 | 
                        |  | 108 | <a name="l00154"></a><a class="code" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91">00154</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classmpdf.html#80b738ece5bd4f8c4edaee4b38906f91" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evalcond</a> (<span class="keyword">const</span> vec &dt, <span class="keyword">const</span> vec &cond ) {this-><a class="code" href="classmpdf.html#0f95a0cc6ab40611f46804682446ed83" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a>(cond);<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>-><a class="code" href="classepdf.html#3ea597362e11a0040fe7c990269d072c" title="Compute probability of argument val.">eval</a>(dt);}; | 
                        |  | 109 | <a name="l00155"></a>00155 | 
                        |  | 110 | <a name="l00157"></a><a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb">00157</a>         <span class="keyword">virtual</span> <a class="code" href="classmpdf.html#6788be9f3a888796499c5293a318fcfb" title="Destructor for future use;.">~mpdf</a>() {}; | 
                        |  | 111 | <a name="l00158"></a>00158 | 
                        |  | 112 | <a name="l00160"></a><a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f">00160</a>         <a class="code" href="classmpdf.html#581ecf362185d37c08bb31cb9d046d6f" title="Default constructor.">mpdf</a> ( <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0, <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rvc0 ) :<a class="code" href="classmpdf.html#f6687c07ff07d47812dd565368ca59eb" title="modeled random variable">rv</a> ( rv0 ),<a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a> ( rvc0 ) {}; | 
                        |  | 113 | <a name="l00162"></a><a class="code" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8">00162</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classmpdf.html#ec9c850305984582548e8deb64f0ffe8" title="access function">_rvc</a>(){<span class="keywordflow">return</span> <a class="code" href="classmpdf.html#acb7dda792b3cd5576f39fa3129abbab" title="random variable in condition">rvc</a>;} | 
                        |  | 114 | <a name="l00164"></a><a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8">00164</a>         <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>& <a class="code" href="classmpdf.html#e17780ee5b2cfe05922a6c56af1462f8" title="access function">_epdf</a>(){<span class="keywordflow">return</span> *<a class="code" href="classmpdf.html#7aa894208a32f3487827df6d5054424c" title="pointer to internal epdf">ep</a>;} | 
                        |  | 115 | <a name="l00165"></a>00165 }; | 
                        |  | 116 | <a name="l00166"></a>00166 | 
                        |  | 117 | <a name="l00174"></a><a class="code" href="classDS.html">00174</a> <span class="keyword">class </span><a class="code" href="classDS.html" title="Abstract class for discrete-time sources of data.">DS</a> { | 
                        |  | 118 | <a name="l00175"></a>00175 <span class="keyword">protected</span>: | 
                        |  | 119 | <a name="l00177"></a><a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454">00177</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#1012025a1a3a1fdd24aa48698a3d3454" title="Observed variables, returned by getdata().">Drv</a>; | 
                        |  | 120 | <a name="l00179"></a><a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629">00179</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classDS.html#0a88ffaeb3c7c2cf30c69bc41a000629" title="Action variables, accepted by write().">Urv</a>; <span class="comment">//</span> | 
                        |  | 121 | <a name="l00180"></a>00180 <span class="keyword">public</span>: | 
                        |  | 122 | <a name="l00182"></a>00182         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &dt ); | 
                        |  | 123 | <a name="l00184"></a>00184         <span class="keywordtype">void</span> <a class="code" href="classDS.html#db2dacc9e71a36eeb9c5c2ee402eeeb1" title="Returns full vector of observed data.">getdata</a> ( vec &dt, ivec &indeces ); | 
                        |  | 124 | <a name="l00186"></a>00186         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &ut ); | 
                        |  | 125 | <a name="l00188"></a>00188         <span class="keywordtype">void</span> <a class="code" href="classDS.html#0dfb6788b70c0d48a1f5276ed6c93039" title="Accepts action variable and schedule it for application.">write</a> ( vec &ut, ivec &indeces ); | 
                        |  | 126 | <a name="l00194"></a>00194         <span class="keywordtype">void</span> <a class="code" href="classDS.html#9a35ca9c9321dce2bf63bf668f785b75" title="Method that assigns random variables to the datasource. Typically, the datasource...">linkrvs</a> ( <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &drv, <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &urv ); | 
                        |  | 127 | <a name="l00195"></a>00195 | 
                        |  | 128 | <a name="l00197"></a>00197         <span class="keywordtype">void</span> <a class="code" href="classDS.html#470ba89e8e7c3c4d830803221b4e9be6" title="Moves from $t$ to $t+1$, i.e. perfroms the actions and reads response of the system...">step</a>(); | 
            
                      
                        | 136 |  | <a name="l00200"></a><a class="code" href="classBM.html#605d28b426adb677c86a57ddb525132a">00200</a>         <a class="code" href="classBM.html#605d28b426adb677c86a57ddb525132a" title="Default constructor.">BM</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0) :<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>(rv0), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ( 0 ),<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( true ) {<span class="comment">//Fixme: test rv </span> | 
                        | 137 |  | <a name="l00201"></a>00201         }; | 
                        | 138 |  | <a name="l00202"></a>00202 | 
                        | 139 |  | <a name="l00206"></a>00206         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( <span class="keyword">const</span> vec &dt ) = 0; | 
                        | 140 |  | <a name="l00208"></a>00208         <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( mat Dt ); | 
                        | 141 |  | <a name="l00210"></a>00210         <span class="keyword">virtual</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>& <a class="code" href="classBM.html#3dc45554556926bde996a267636abe55" title="Returns a pointer to the epdf representing posterior density on parameters. Use with...">_epdf</a>()=0; | 
                        | 142 |  | <a name="l00211"></a>00211 | 
                        | 143 |  | <a name="l00213"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00213</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {}; | 
                        | 144 |  | <a name="l00214"></a>00214 }; | 
                        | 145 |  | <a name="l00215"></a>00215 | 
                        | 146 |  | <a name="l00225"></a><a class="code" href="classBMcond.html">00225</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> { | 
                        | 147 |  | <a name="l00226"></a>00226 <span class="keyword">protected</span>: | 
                        | 148 |  | <a name="l00227"></a>00227         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> rvc; | 
                        | 149 |  | <a name="l00228"></a>00228 <span class="keyword">public</span>: | 
                        | 150 |  | <a name="l00230"></a>00230         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBMcond.html#3543cfe274c35f9033c24d8036a96c4d" title="Substitute val for rvc.">condition</a> ( <span class="keyword">const</span> vec &val ) =0; | 
                        | 151 |  | <a name="l00231"></a>00231         <span class="keyword">virtual</span> ~<a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a>(){}; | 
                        | 152 |  | <a name="l00232"></a>00232 }; | 
                        | 153 |  | <a name="l00233"></a>00233 | 
                        | 154 |  | <a name="l00234"></a>00234 <span class="preprocessor">#endif // BM_H</span> | 
                        | 155 |  | </pre></div><hr size="1"><address style="text-align: right;"><small>Generated on Thu Feb 28 16:54:40 2008 for mixpp by  | 
                      
                        |  | 130 | <a name="l00199"></a>00199 }; | 
                        |  | 131 | <a name="l00200"></a>00200 | 
                        |  | 132 | <a name="l00205"></a><a class="code" href="classBM.html">00205</a> <span class="keyword">class </span><a class="code" href="classBM.html" title="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities.">BM</a> { | 
                        |  | 133 | <a name="l00206"></a>00206 <span class="keyword">protected</span>: | 
                        |  | 134 | <a name="l00208"></a><a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88">00208</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>; | 
                        |  | 135 | <a name="l00210"></a><a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979">00210</a>  <span class="keywordtype">double</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>; | 
                        |  | 136 | <a name="l00212"></a><a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129">00212</a>         <span class="keywordtype">bool</span> <a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>; | 
                        |  | 137 | <a name="l00213"></a>00213 <span class="keyword">public</span>: | 
                        |  | 138 | <a name="l00214"></a>00214 | 
                        |  | 139 | <a name="l00216"></a><a class="code" href="classBM.html#605d28b426adb677c86a57ddb525132a">00216</a>         <a class="code" href="classBM.html#605d28b426adb677c86a57ddb525132a" title="Default constructor.">BM</a>(<span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0) :<a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>(rv0), <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a> ( 0 ),<a class="code" href="classBM.html#bf6fb59b30141074f8ee1e2f43d03129" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( true ) {<span class="comment">//Fixme: test rv </span> | 
                        |  | 140 | <a name="l00217"></a>00217         }; | 
                        |  | 141 | <a name="l00218"></a>00218 | 
                        |  | 142 | <a name="l00222"></a>00222         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( <span class="keyword">const</span> vec &dt ) = 0; | 
                        |  | 143 | <a name="l00224"></a>00224         <span class="keywordtype">void</span> <a class="code" href="classBM.html#a892eff438aab2dd1a9e2efcb7fb5bdf" title="Incremental Bayes rule.">bayes</a> ( mat Dt ); | 
                        |  | 144 | <a name="l00226"></a>00226         <span class="keyword">virtual</span> <a class="code" href="classepdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>& <a class="code" href="classBM.html#3dc45554556926bde996a267636abe55" title="Returns a pointer to the epdf representing posterior density on parameters. Use with...">_epdf</a>()=0; | 
                        |  | 145 | <a name="l00227"></a>00227 | 
                        |  | 146 | <a name="l00229"></a><a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd">00229</a>         <span class="keyword">virtual</span> <a class="code" href="classBM.html#ca0f02b3b4144e0895cc14f7e0374bdd" title="Destructor for future use;.">~BM</a>() {}; | 
                        |  | 147 | <a name="l00231"></a><a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a">00231</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>& <a class="code" href="classBM.html#126bd2595c48e311fc2a7ab72876092a" title="access function">_rv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#af00f0612fabe66241dd507188cdbf88" title="Random variable of the posterior.">rv</a>;} | 
                        |  | 148 | <a name="l00233"></a><a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88">00233</a>         <span class="keywordtype">double</span> <a class="code" href="classBM.html#87f4a547d2c29180be88175e5eab9c88" title="access function">_ll</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBM.html#5623fef6572a08c2b53b8c87b82dc979" title="Logarithm of marginalized data likelihood.">ll</a>;} | 
                        |  | 149 | <a name="l00234"></a>00234 }; | 
                        |  | 150 | <a name="l00235"></a>00235 | 
                        |  | 151 | <a name="l00245"></a><a class="code" href="classBMcond.html">00245</a> <span class="keyword">class </span><a class="code" href="classBMcond.html" title="Conditional Bayesian Filter.">BMcond</a> { | 
                        |  | 152 | <a name="l00246"></a>00246 <span class="keyword">protected</span>: | 
                        |  | 153 | <a name="l00248"></a><a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec">00248</a>         <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>; | 
                        |  | 154 | <a name="l00249"></a>00249 <span class="keyword">public</span>: | 
                        |  | 155 | <a name="l00251"></a>00251         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classBMcond.html#3543cfe274c35f9033c24d8036a96c4d" title="Substitute val for rvc.">condition</a> ( <span class="keyword">const</span> vec &val ) =0; | 
                        |  | 156 | <a name="l00253"></a><a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7">00253</a>         <a class="code" href="classBMcond.html#9a38dcdabef902fd91da3c9fb6ac27f7" title="Default constructor.">BMcond</a>(<a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a> &rv0):<a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>(rv0){}; | 
                        |  | 157 | <a name="l00255"></a><a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2">00255</a>         <span class="keyword">virtual</span> <a class="code" href="classBMcond.html#d40c72250cf93640f982d06de20815b2" title="Destructor for future use.">~BMcond</a>(){}; | 
                        |  | 158 | <a name="l00257"></a><a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a">00257</a>         <span class="keyword">const</span> <a class="code" href="classRV.html" title="Class representing variables, most often random variables.">RV</a>& <a class="code" href="classBMcond.html#3fa60348b2da6b4208bb95b8d146900a" title="access function">_rvc</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classBMcond.html#9ba793c8ec453f04d372d17195ed8dec" title="Identificator of the conditioning variable.">rvc</a>;} | 
                        |  | 159 | <a name="l00258"></a>00258 }; | 
                        |  | 160 | <a name="l00259"></a>00259 | 
                        |  | 161 | <a name="l00260"></a>00260 <span class="preprocessor">#endif // BM_H</span> | 
                        |  | 162 | </pre></div><hr size="1"><address style="text-align: right;"><small>Generated on Wed Mar 5 15:40:01 2008 for mixpp by  |