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65<h1>libBM.h</h1><a href="libBM_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001
66<a name="l00013"></a>00013 <span class="preprocessor">#ifndef BM_H</span>
67<a name="l00014"></a>00014 <span class="preprocessor"></span><span class="preprocessor">#define BM_H</span>
68<a name="l00015"></a>00015 <span class="preprocessor"></span>
69<a name="l00016"></a>00016 <span class="preprocessor">#include &lt;map&gt;</span>
70<a name="l00017"></a>00017
71<a name="l00018"></a>00018 <span class="preprocessor">#include "../itpp_ext.h"</span>
72<a name="l00019"></a>00019 <span class="preprocessor">#include "../libconfig/libconfig.h++"</span>
73<a name="l00020"></a>00020
74<a name="l00021"></a>00021
75<a name="l00022"></a>00022 <span class="keyword">using namespace </span>libconfig;
76<a name="l00023"></a>00023
77<a name="l00024"></a>00024 <span class="keyword">using namespace </span>itpp;
78<a name="l00025"></a>00025 <span class="keyword">using namespace </span>std;
79<a name="l00026"></a>00026
80<a name="l00027"></a>00027 <span class="keyword">namespace </span>bdm {
81<a name="l00028"></a>00028
82<a name="l00030"></a>00030
83<a name="l00031"></a><a class="code" href="classbdm_1_1bdmroot.html">00031</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
84<a name="l00032"></a>00032 <span class="keyword">public</span>:
85<a name="l00034"></a><a class="code" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49">00034</a>         <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1bdmroot.html#9c191bccc52a133d32d84edbc1a19c49" title="make sure this is a virtual object">~bdmroot</a>()
86<a name="l00035"></a>00035         {
87<a name="l00036"></a>00036         }
88<a name="l00037"></a>00037
89<a name="l00039"></a><a class="code" href="classbdm_1_1bdmroot.html#3d95e9de79ca1d52b06f1b8f80660f09">00039</a>         <span class="keyword">virtual</span> <span class="keywordtype">string</span> <a class="code" href="classbdm_1_1bdmroot.html#3d95e9de79ca1d52b06f1b8f80660f09" title="This method returns a basic info about the current instance.">ToString</a>()
90<a name="l00040"></a>00040         {
91<a name="l00041"></a>00041                 <span class="keywordflow">return</span> <span class="stringliteral">""</span>;
92<a name="l00042"></a>00042         }
93<a name="l00043"></a>00043
94<a name="l00045"></a><a class="code" href="classbdm_1_1bdmroot.html#d4602efd3ad9fb9e4532426e4f488df8">00045</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1bdmroot.html#d4602efd3ad9fb9e4532426e4f488df8" title="This method arrange instance properties according the data stored in the Setting...">from_setting</a>( <span class="keyword">const</span> Setting &amp;root )
95<a name="l00046"></a>00046         {
96<a name="l00047"></a>00047         }
97<a name="l00048"></a>00048
98<a name="l00050"></a><a class="code" href="classbdm_1_1bdmroot.html#dd74cb898b22b95b7ee528e040a07618">00050</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1bdmroot.html#dd74cb898b22b95b7ee528e040a07618" title="This method save all the instance properties into the Setting structure.">to_setting</a>( Setting &amp;root )<span class="keyword"> const</span>
99<a name="l00051"></a>00051 <span class="keyword">        </span>{       
100<a name="l00052"></a>00052         }
101<a name="l00053"></a>00053 };
102<a name="l00054"></a>00054
103<a name="l00055"></a>00055 <span class="keyword">typedef</span> std::map&lt;string, int&gt; RVmap;
104<a name="l00056"></a>00056 <span class="keyword">extern</span> ivec RV_SIZES;
105<a name="l00057"></a>00057 <span class="keyword">extern</span> Array&lt;string&gt; RV_NAMES;
106<a name="l00058"></a>00058
107<a name="l00060"></a><a class="code" href="classbdm_1_1str.html">00060</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1str.html" title="Structure of RV (used internally), i.e. expanded RVs.">str</a> {
108<a name="l00061"></a>00061 <span class="keyword">public</span>:
109<a name="l00063"></a><a class="code" href="classbdm_1_1str.html#64675a73fc7324177175f19b3baeb0b0">00063</a>         ivec <a class="code" href="classbdm_1_1str.html#64675a73fc7324177175f19b3baeb0b0" title="vector id ids (non-unique!)">ids</a>;
110<a name="l00065"></a><a class="code" href="classbdm_1_1str.html#905dc0f240e40432c103708c4a34f80a">00065</a>         ivec <a class="code" href="classbdm_1_1str.html#905dc0f240e40432c103708c4a34f80a" title="vector of times">times</a>;
111<a name="l00067"></a><a class="code" href="classbdm_1_1str.html#7c6b9dccc6814d7bd1e8e2208a0d3f3f">00067</a>         <a class="code" href="classbdm_1_1str.html#7c6b9dccc6814d7bd1e8e2208a0d3f3f" title="Default constructor.">str</a> ( ivec ids0, ivec times0 ) :<a class="code" href="classbdm_1_1str.html#64675a73fc7324177175f19b3baeb0b0" title="vector id ids (non-unique!)">ids</a> ( ids0 ),<a class="code" href="classbdm_1_1str.html#905dc0f240e40432c103708c4a34f80a" title="vector of times">times</a> ( times0 ) {
112<a name="l00068"></a>00068                 it_assert_debug ( times0.length() ==ids0.length(),<span class="stringliteral">"Incompatible input"</span> );
113<a name="l00069"></a>00069         };
114<a name="l00070"></a>00070 };
115<a name="l00071"></a>00071
116<a name="l00110"></a><a class="code" href="classbdm_1_1RV.html">00110</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> :<span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
117<a name="l00111"></a>00111 <span class="keyword">protected</span>:
118<a name="l00113"></a><a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb">00113</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb" title="size of the data vector">dsize</a>;
119<a name="l00115"></a><a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385">00115</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385" title="number of individual rvs">len</a>;
120<a name="l00117"></a><a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b">00117</a>         ivec <a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a>;
121<a name="l00119"></a><a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896">00119</a>         ivec <a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a>;
122<a name="l00120"></a>00120
123<a name="l00121"></a>00121 <span class="keyword">private</span>:
124<a name="l00123"></a>00123         <span class="keywordtype">void</span> init ( Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times );
125<a name="l00124"></a>00124         <span class="keywordtype">int</span> init ( <span class="keyword">const</span>  <span class="keywordtype">string</span> &amp;name, <span class="keywordtype">int</span> size );
126<a name="l00125"></a>00125 <span class="keyword">public</span>:
127<a name="l00128"></a>00128
128<a name="l00130"></a><a class="code" href="classbdm_1_1RV.html#3d93da01a64dab31074b25b7d93e5eae">00130</a>         <a class="code" href="classbdm_1_1RV.html#3d93da01a64dab31074b25b7d93e5eae" title="Full constructor.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes, ivec in_times ) {init ( in_names,in_sizes,in_times );};
129<a name="l00132"></a><a class="code" href="classbdm_1_1RV.html#5bd1bd9ec51b91578ecc83a6b2398a20">00132</a>         <a class="code" href="classbdm_1_1RV.html#5bd1bd9ec51b91578ecc83a6b2398a20" title="Constructor with times=0.">RV</a> ( Array&lt;std::string&gt; in_names, ivec in_sizes ) {init ( in_names,in_sizes,zeros_i ( in_names.length() ) );};
130<a name="l00134"></a><a class="code" href="classbdm_1_1RV.html#a222dfef569e8f123180d40fde97c1cd">00134</a>         <a class="code" href="classbdm_1_1RV.html#a222dfef569e8f123180d40fde97c1cd" title="Constructor with sizes=1, times=0.">RV</a> ( Array&lt;std::string&gt; in_names ) {init ( in_names,ones_i ( in_names.length() ),zeros_i ( in_names.length() ) );}
131<a name="l00136"></a><a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412">00136</a>         <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> () :<a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb" title="size of the data vector">dsize</a> ( 0 ),<a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385" title="number of individual rvs">len</a> ( 0 ),<a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a> ( 0 ),<a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a> ( 0 ) {};
132<a name="l00138"></a>00138         <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> ( <span class="keywordtype">string</span> name, <span class="keywordtype">int</span> sz, <span class="keywordtype">int</span> tm=0 );
133<a name="l00140"></a>00140
134<a name="l00143"></a>00143
135<a name="l00145"></a>00145         <span class="keyword">friend</span> std::ostream &amp;<a class="code" href="classbdm_1_1RV.html#cad6f15535d10437f6690cb4492176a8" title="Printing output e.g. for debugging.">operator&lt;&lt; </a>( std::ostream &amp;os, <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rv );
136<a name="l00146"></a>00146         <span class="keywordtype">int</span> _dsize()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb" title="size of the data vector">dsize</a>;} ;
137<a name="l00148"></a>00148         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1RV.html#39f9b44752376f07e346579b5ff8cbbd" title="Recount size of the corresponding data vector.">countsize</a>() <span class="keyword">const</span>;
138<a name="l00149"></a>00149         ivec cumsizes() <span class="keyword">const</span>;
139<a name="l00150"></a>00150         <span class="keywordtype">int</span> length()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385" title="number of individual rvs">len</a>;} ;
140<a name="l00151"></a>00151         <span class="keywordtype">int</span> id ( <span class="keywordtype">int</span> at )<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a> ( at );};
141<a name="l00152"></a>00152         <span class="keywordtype">int</span> size ( <span class="keywordtype">int</span> at )<span class="keyword"> const </span>{<span class="keywordflow">return</span> RV_SIZES ( <a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a> ( at ) );};
142<a name="l00153"></a>00153         <span class="keywordtype">int</span> time ( <span class="keywordtype">int</span> at )<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a> ( at );};
143<a name="l00154"></a>00154         std::string name ( <span class="keywordtype">int</span> at )<span class="keyword"> const </span>{<span class="keywordflow">return</span> RV_NAMES ( <a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a> ( at ) );};
144<a name="l00155"></a>00155         <span class="keywordtype">void</span> set_time ( <span class="keywordtype">int</span> at, <span class="keywordtype">int</span> time0 ) {<a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a> ( at ) =time0;};
145<a name="l00157"></a>00157
146<a name="l00158"></a>00158         <span class="comment">//TODO why not inline and later??</span>
147<a name="l00159"></a>00159
148<a name="l00162"></a>00162
149<a name="l00164"></a>00164         ivec <a class="code" href="classbdm_1_1RV.html#1367055b2608ad9d50d01a2da6cec869" title="Find indices of self in another rv,.">findself</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> &amp;rv2 ) <span class="keyword">const</span>;
150<a name="l00166"></a>00166         <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1RV.html#3bb011af88ae98f5c97955bb2c95cfee" title="Compare if rv2 is identical to this RV.">equal</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> &amp;rv2 ) <span class="keyword">const</span>;
151<a name="l00168"></a>00168         <span class="keywordtype">bool</span> <span class="keyword">add</span> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> &amp;rv2 );
152<a name="l00170"></a>00170         <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> <a class="code" href="classbdm_1_1RV.html#aec44dabdf0a6d90fbae95e1356eda39" title="Subtract another variable from the current one.">subt</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> &amp;rv2 ) <span class="keyword">const</span>;
153<a name="l00172"></a>00172         <a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412" title="Constructor of empty RV.">RV</a> <a class="code" href="classbdm_1_1RV.html#c0c04ab99ded62e1e05bcefb151ebeb9" title="Select only variables at indeces ind.">subselect</a> ( <span class="keyword">const</span> ivec &amp;ind ) <span class="keyword">const</span>;
154<a name="l00174"></a><a class="code" href="classbdm_1_1RV.html#6f3daf0f857fff53a1c0a445fe160966">00174</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1RV.html#6f3daf0f857fff53a1c0a445fe160966" title="Select only variables at indeces ind.">operator() </a>( <span class="keyword">const</span> ivec &amp;ind )<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#c0c04ab99ded62e1e05bcefb151ebeb9" title="Select only variables at indeces ind.">subselect</a> ( ind );};
155<a name="l00176"></a><a class="code" href="classbdm_1_1RV.html#452fb5f7ab1eafe17932bf9f458d0415">00176</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1RV.html#6f3daf0f857fff53a1c0a445fe160966" title="Select only variables at indeces ind.">operator() </a>( <span class="keywordtype">int</span> di1, <span class="keywordtype">int</span> di2 )<span class="keyword"> const </span>{
156<a name="l00177"></a>00177                 ivec sz=cumsizes();
157<a name="l00178"></a>00178                 <span class="keywordtype">int</span> i1=0;
158<a name="l00179"></a>00179                 <span class="keywordflow">while</span> ( sz ( i1 ) &lt;di1 ) i1++;
159<a name="l00180"></a>00180                 <span class="keywordtype">int</span> i2=i1;
160<a name="l00181"></a>00181                 <span class="keywordflow">while</span> ( sz ( i2 ) &lt;di2 ) i2++;
161<a name="l00182"></a>00182                 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#c0c04ab99ded62e1e05bcefb151ebeb9" title="Select only variables at indeces ind.">subselect</a> ( linspace ( i1,i2 ) );
162<a name="l00183"></a>00183         };
163<a name="l00185"></a>00185         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1RV.html#bd77cb0899f7fba1d0e34396137b7f1f" title="Shift time shifted by delta.">t</a> ( <span class="keywordtype">int</span> delta );
164<a name="l00187"></a>00187
165<a name="l00190"></a>00190
166<a name="l00192"></a>00192         <a class="code" href="classbdm_1_1str.html" title="Structure of RV (used internally), i.e. expanded RVs.">str</a> <a class="code" href="classbdm_1_1RV.html#8bdd7f4072749c7cc864b78a418ca388" title="generate str from rv, by expanding sizes">tostr</a>() <span class="keyword">const</span>;
167<a name="l00195"></a>00195         ivec <a class="code" href="classbdm_1_1RV.html#cbebdb5e0d30101a6eb63550ef701c55">dataind</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;crv ) <span class="keyword">const</span>;
168<a name="l00198"></a>00198         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1RV.html#cbebdb5e0d30101a6eb63550ef701c55">dataind</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;rv2, ivec &amp;selfi, ivec &amp;rv2i ) <span class="keyword">const</span>;
169<a name="l00200"></a><a class="code" href="classbdm_1_1RV.html#9a5c5aeeaf39299d07763377b05a8241">00200</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1RV.html#9a5c5aeeaf39299d07763377b05a8241" title="Minimum time-offset.">mint</a> ()<span class="keyword"> const </span>{<span class="keywordflow">return</span> min ( <a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a> );};
170<a name="l00202"></a>00202
171<a name="l00203"></a>00203 };
172<a name="l00204"></a>00204
173<a name="l00205"></a>00205
174<a name="l00207"></a>00207 RV concat ( <span class="keyword">const</span> RV &amp;rv1, <span class="keyword">const</span> RV &amp;rv2 );
175<a name="l00208"></a>00208
176<a name="l00210"></a>00210 <span class="keyword">extern</span> RV RV0;
177<a name="l00211"></a>00211
178<a name="l00213"></a>00213
179<a name="l00214"></a><a class="code" href="classbdm_1_1fnc.html">00214</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1fnc.html" title="Class representing function  of variable  represented by rv.">fnc</a> :<span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
180<a name="l00215"></a>00215 <span class="keyword">protected</span>:
181<a name="l00217"></a><a class="code" href="classbdm_1_1fnc.html#52156cb4a52a62d51fc7455985797a62">00217</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1fnc.html#52156cb4a52a62d51fc7455985797a62" title="Length of the output vector.">dimy</a>;
182<a name="l00218"></a>00218 <span class="keyword">public</span>:
183<a name="l00220"></a><a class="code" href="classbdm_1_1fnc.html#65e9fb11f6cc7884018d8f229bcabbb7">00220</a>         <a class="code" href="classbdm_1_1fnc.html#65e9fb11f6cc7884018d8f229bcabbb7" title="default constructor">fnc</a> ( ) {};
184<a name="l00222"></a><a class="code" href="classbdm_1_1fnc.html#6277b11d7fffc7ef8a2fa3e84ae5bad4">00222</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1fnc.html#6277b11d7fffc7ef8a2fa3e84ae5bad4" title="function evaluates numerical value of  at  cond ">eval</a> ( <span class="keyword">const</span> vec &amp;cond ) {
185<a name="l00223"></a>00223                 <span class="keywordflow">return</span> vec ( 0 );
186<a name="l00224"></a>00224         };
187<a name="l00225"></a>00225
188<a name="l00227"></a><a class="code" href="classbdm_1_1fnc.html#0786e40fade2663a70d654c1dda5d73e">00227</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1fnc.html#0786e40fade2663a70d654c1dda5d73e" title="function substitutes given value into an appropriate position">condition</a> ( <span class="keyword">const</span> vec &amp;val ) {};
189<a name="l00228"></a>00228
190<a name="l00230"></a><a class="code" href="classbdm_1_1fnc.html#083832294da9d1e40804158b979c4341">00230</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1fnc.html#083832294da9d1e40804158b979c4341" title="access function">dimension</a>()<span class="keyword"> const</span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1fnc.html#52156cb4a52a62d51fc7455985797a62" title="Length of the output vector.">dimy</a>;}
191<a name="l00231"></a>00231 };
192<a name="l00232"></a>00232
193<a name="l00233"></a>00233 <span class="keyword">class </span>mpdf;
194<a name="l00234"></a>00234
195<a name="l00236"></a>00236
196<a name="l00237"></a><a class="code" href="classbdm_1_1epdf.html">00237</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> :<span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
197<a name="l00238"></a>00238 <span class="keyword">protected</span>:
198<a name="l00240"></a><a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">00240</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>;
199<a name="l00242"></a><a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">00242</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>;
200<a name="l00243"></a>00243
201<a name="l00244"></a>00244 <span class="keyword">public</span>:
202<a name="l00256"></a>00256         <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_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ( 0 ),<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ( ) {};
203<a name="l00257"></a>00257         <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</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> &amp;e ) :<a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> ( e.<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> ( e.<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> ) {};
204<a name="l00258"></a>00258         epdf ( <span class="keyword">const</span> RV &amp;rv0 ) {<a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv</a> ( rv0 );};
205<a name="l00259"></a>00259         <span class="keywordtype">void</span> set_parameters ( <span class="keywordtype">int</span> dim0 ) {<a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>=dim0;}
206<a name="l00261"></a>00261
207<a name="l00264"></a>00264
208<a name="l00266"></a><a class="code" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b">00266</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b" title="Returns a sample,  from density .">sample</a> ()<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"not implemneted"</span> );<span class="keywordflow">return</span> vec ( 0 );};
209<a name="l00268"></a>00268         <span class="keyword">virtual</span> mat <a class="code" href="classbdm_1_1epdf.html#b4cf45fd83cc7573ede9fe1215256058" title="Returns N samples,  from density .">sample_m</a> ( <span class="keywordtype">int</span> N ) <span class="keyword">const</span>;
210<a name="l00270"></a><a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249">00270</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249" title="Compute log-probability of argument val.">evallog</a> ( <span class="keyword">const</span> vec &amp;val )<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"not implemneted"</span> );<span class="keywordflow">return</span> 0.0;};
211<a name="l00272"></a><a class="code" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62">00272</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62" 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>{
212<a name="l00273"></a>00273                 vec x ( Val.cols() );
213<a name="l00274"></a>00274                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;Val.cols();i++ ) {x ( i ) =<a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249" title="Compute log-probability of argument val.">evallog</a> ( Val.get_col ( i ) ) ;}
214<a name="l00275"></a>00275                 <span class="keywordflow">return</span> x;
215<a name="l00276"></a>00276         }
216<a name="l00278"></a><a class="code" href="classbdm_1_1epdf.html#e584eac5579c1b6384947ecf66166c77">00278</a>         <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>* <a class="code" href="classbdm_1_1epdf.html#e584eac5579c1b6384947ecf66166c77" 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>{it_warning ( <span class="stringliteral">"Not implemented"</span> ); <span class="keywordflow">return</span> NULL;}
217<a name="l00280"></a><a class="code" href="classbdm_1_1epdf.html#3fb2ece54f720b62ad325e61214fa0a1">00280</a>         <span class="keyword">virtual</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_1epdf.html#3fb2ece54f720b62ad325e61214fa0a1" 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>{it_warning ( <span class="stringliteral">"Not implemented"</span> ); <span class="keywordflow">return</span> NULL;}
218<a name="l00282"></a><a class="code" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75">00282</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75" title="return expected value">mean</a>()<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"not implemneted"</span> );<span class="keywordflow">return</span> vec ( 0 );};
219<a name="l00284"></a><a class="code" href="classbdm_1_1epdf.html#4543d40ccfc5d549b0c831a57a3ed84c">00284</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1epdf.html#4543d40ccfc5d549b0c831a57a3ed84c" title="return expected variance (not covariance!)">variance</a>()<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"not implemneted"</span> );<span class="keywordflow">return</span> vec ( 0 );};
220<a name="l00286"></a><a class="code" href="classbdm_1_1epdf.html#0a7705e80601957f7226d333a0a6d539">00286</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1epdf.html#0a7705e80601957f7226d333a0a6d539" title="Lower and upper bounds of percentage % quantile, returns mean-2*sigma as default...">qbounds</a> ( vec &amp;lb, vec &amp;ub, <span class="keywordtype">double</span> percentage=0.95 )<span class="keyword"> const </span>{
221<a name="l00287"></a>00287                 vec mea=<a class="code" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75" title="return expected value">mean</a>(); vec std=sqrt ( <a class="code" href="classbdm_1_1epdf.html#4543d40ccfc5d549b0c831a57a3ed84c" title="return expected variance (not covariance!)">variance</a>() );
222<a name="l00288"></a>00288                 lb = mea-2*std; ub=mea+2*std;
223<a name="l00289"></a>00289         };
224<a name="l00291"></a>00291
225<a name="l00297"></a>00297
226<a name="l00299"></a><a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff">00299</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" 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;rv0 ) {<a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> = rv0; }<span class="comment">//it_assert_debug(isnamed(),""); };</span>
227<a name="l00301"></a><a class="code" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">00301</a> <span class="comment"></span>        <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9" title="True if rv is assigned.">isnamed</a>()<span class="keyword"> const </span>{<span class="keywordtype">bool</span> b= ( <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">_dsize</a>() );<span class="keywordflow">return</span> b;}
228<a name="l00303"></a><a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21">00303</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#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>()<span class="keyword"> const </span>{it_assert_debug ( <a class="code" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9" title="True if rv is assigned.">isnamed</a>(),<span class="stringliteral">""</span> ); <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>;}
229<a name="l00305"></a>00305
230<a name="l00308"></a>00308
231<a name="l00310"></a><a class="code" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">00310</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c" title="Size of the random variable.">dimension</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>;}
232<a name="l00312"></a>00312
233<a name="l00313"></a>00313 };
234<a name="l00314"></a>00314
235<a name="l00315"></a>00315
236<a name="l00317"></a>00317 <span class="comment">//TODO Samplecond can be generalized</span>
237<a name="l00318"></a>00318
238<a name="l00319"></a><a class="code" href="classbdm_1_1mpdf.html">00319</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
239<a name="l00320"></a>00320 <span class="keyword">protected</span>:
240<a name="l00322"></a><a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">00322</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a>;
241<a name="l00324"></a><a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288">00324</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>;
242<a name="l00326"></a><a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0">00326</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_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>;
243<a name="l00327"></a>00327 <span class="keyword">public</span>:
244<a name="l00330"></a>00330
245<a name="l00331"></a>00331         <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> ( ) :<a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> ( 0 ),<a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> ( ) {};
246<a name="l00333"></a><a class="code" href="classbdm_1_1mpdf.html#7089fcbd918f201fdf4256119e31f173">00333</a>         <a class="code" href="classbdm_1_1mpdf.html#7089fcbd918f201fdf4256119e31f173" title="copy constructor does not set pointer ep - has to be done in offsprings!">mpdf</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> &amp;m ) :<a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> ( m.<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> ( m.<a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> ) {};
247<a name="l00335"></a>00335
248<a name="l00338"></a>00338
249<a name="l00340"></a><a class="code" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">00340</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367" title="Returns a sample from the density conditioned on cond, .">samplecond</a> ( <span class="keyword">const</span> vec &amp;cond ) {
250<a name="l00341"></a>00341                 this-&gt;<a class="code" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );
251<a name="l00342"></a>00342                 vec temp= <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b" title="Returns a sample,  from density .">sample</a>();
252<a name="l00343"></a>00343                 <span class="keywordflow">return</span> temp;
253<a name="l00344"></a>00344         };
254<a name="l00346"></a><a class="code" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">00346</a>         <span class="keyword">virtual</span> mat <a class="code" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005" title="Returns.">samplecond_m</a> ( <span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">int</span> N ) {
255<a name="l00347"></a>00347                 this-&gt;<a class="code" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );
256<a name="l00348"></a>00348                 mat temp ( <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c" title="Size of the random variable.">dimension</a>(),N ); vec smp ( <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c" title="Size of the random variable.">dimension</a>() );
257<a name="l00349"></a>00349                 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;N;i++ ) {smp=<a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b" title="Returns a sample,  from density .">sample</a>() ;temp.set_col ( i, smp );}
258<a name="l00350"></a>00350                 <span class="keywordflow">return</span> temp;
259<a name="l00351"></a>00351         };
260<a name="l00353"></a><a class="code" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530">00353</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &amp;cond ) {it_error ( <span class="stringliteral">"Not implemented"</span> );};
261<a name="l00354"></a>00354
262<a name="l00356"></a><a class="code" href="classbdm_1_1mpdf.html#6336a8a72462e2a56a3989a220f18b1b">00356</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mpdf.html#6336a8a72462e2a56a3989a220f18b1b" 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 ) {
263<a name="l00357"></a>00357                 <span class="keywordtype">double</span> tmp; this-&gt;<a class="code" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( cond );tmp = <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249" title="Compute log-probability of argument val.">evallog</a> ( dt );          it_assert_debug ( std::isfinite ( tmp ),<span class="stringliteral">"Infinite value"</span> ); <span class="keywordflow">return</span> tmp;
264<a name="l00358"></a>00358         };
265<a name="l00359"></a>00359
266<a name="l00361"></a><a class="code" href="classbdm_1_1mpdf.html#0b0ed1ed663071bb7cf4a1349eb94fcb">00361</a>         <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1mpdf.html#0b0ed1ed663071bb7cf4a1349eb94fcb" title="Matrix version of evallogcond.">evallogcond_m</a> ( <span class="keyword">const</span> mat &amp;Dt, <span class="keyword">const</span> vec &amp;cond ) {this-&gt;<a class="code" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530" 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="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#34956d4dd3176eeb5937cf48a1546b62" title="Compute log-probability of multiple values argument val.">evallog_m</a> ( Dt );};
267<a name="l00362"></a>00362
268<a name="l00365"></a>00365
269<a name="l00366"></a>00366         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> _rv() {<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>();}
270<a name="l00367"></a>00367         RV _rvc() {it_assert_debug ( isnamed(),<span class="stringliteral">""</span> ); <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>;}
271<a name="l00368"></a>00368         <span class="keywordtype">int</span> dimension() {<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;dimension();}
272<a name="l00369"></a>00369         <span class="keywordtype">int</span> dimensionc() {<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a>;}
273<a name="l00370"></a>00370         epdf&amp; _epdf() {<span class="keywordflow">return</span> *<a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>;}
274<a name="l00371"></a>00371         epdf* _e() {<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>;}
275<a name="l00373"></a>00373
276<a name="l00376"></a>00376         <span class="keywordtype">void</span> set_rvc ( <span class="keyword">const</span> RV &amp;rvc0 ) {<a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>=rvc0;}
277<a name="l00377"></a>00377         <span class="keywordtype">void</span> set_rv ( <span class="keyword">const</span> RV &amp;rv0 ) {<a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;set_rv ( rv0 );}
278<a name="l00378"></a>00378         <span class="keywordtype">bool</span> isnamed() {<span class="keywordflow">return</span> ( <a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>-&gt;isnamed() ) &amp;&amp; ( <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>._dsize() );}
279<a name="l00380"></a>00380 };
280<a name="l00381"></a>00381
281<a name="l00407"></a><a class="code" href="classbdm_1_1datalink.html">00407</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1datalink.html" title="DataLink is a connection between two data vectors Up and Down.">datalink</a> {
282<a name="l00408"></a>00408 <span class="keyword">protected</span>:
283<a name="l00410"></a><a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c">00410</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a>;
284<a name="l00412"></a><a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045">00412</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a>;
285<a name="l00414"></a><a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb">00414</a>         ivec <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>;
286<a name="l00415"></a>00415 <span class="keyword">public</span>:
287<a name="l00417"></a><a class="code" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2">00417</a>         <a class="code" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2" title="Constructor.">datalink</a> () {};
288<a name="l00418"></a>00418         <a class="code" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2" title="Constructor.">datalink</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;rv, <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_up ) {<a class="code" href="classbdm_1_1datalink.html#fb8337aac8329eb0ca96bfb3ff73ec67" title="set connection, rv must be fully present in rv_up">set_connection</a> ( rv,rv_up );};
289<a name="l00420"></a><a class="code" href="classbdm_1_1datalink.html#fb8337aac8329eb0ca96bfb3ff73ec67">00420</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink.html#fb8337aac8329eb0ca96bfb3ff73ec67" title="set connection, rv must be fully present in rv_up">set_connection</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;rv, <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_up ) {
290<a name="l00421"></a>00421                 <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a> = rv.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>();
291<a name="l00422"></a>00422                 <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a> = rv_up.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>();
292<a name="l00423"></a>00423                 <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>= ( rv.<a class="code" href="classbdm_1_1RV.html#cbebdb5e0d30101a6eb63550ef701c55">dataind</a> ( rv_up ) );
293<a name="l00424"></a>00424
294<a name="l00425"></a>00425                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>.length() ==<a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a>,<span class="stringliteral">"rv is not fully in rv_up"</span> );
295<a name="l00426"></a>00426         }
296<a name="l00428"></a><a class="code" href="classbdm_1_1datalink.html#724486a37002e7a3a73366c3af9b82ad">00428</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink.html#724486a37002e7a3a73366c3af9b82ad" title="set connection using indeces">set_connection</a> ( <span class="keywordtype">int</span> ds, <span class="keywordtype">int</span> us, <span class="keyword">const</span> ivec &amp;upind ) {
297<a name="l00429"></a>00429                 <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a> = ds;
298<a name="l00430"></a>00430                 <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a> = us;
299<a name="l00431"></a>00431                 <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>= upind;
300<a name="l00432"></a>00432
301<a name="l00433"></a>00433                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>.length() ==<a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a>,<span class="stringliteral">"rv is not fully in rv_up"</span> );
302<a name="l00434"></a>00434         }
303<a name="l00436"></a><a class="code" href="classbdm_1_1datalink.html#5b5368c3899eed2f670d09142c2548e5">00436</a>         vec <a class="code" href="classbdm_1_1datalink.html#5b5368c3899eed2f670d09142c2548e5" title="Get val for myself from val of &amp;quot;Up&amp;quot;.">pushdown</a> ( <span class="keyword">const</span> vec &amp;val_up ) {
304<a name="l00437"></a>00437                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a>==val_up.length(),<span class="stringliteral">"Wrong val_up"</span> );
305<a name="l00438"></a>00438                 <span class="keywordflow">return</span> get_vec ( val_up,<a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a> );
306<a name="l00439"></a>00439         }
307<a name="l00441"></a><a class="code" href="classbdm_1_1datalink.html#610e966f2edb1fcd6a5b28267c571793">00441</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink.html#610e966f2edb1fcd6a5b28267c571793" title="Fill val of &amp;quot;Up&amp;quot; by my pieces.">pushup</a> ( vec &amp;val_up, <span class="keyword">const</span> vec &amp;val ) {
308<a name="l00442"></a>00442                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a>==val.length(),<span class="stringliteral">"Wrong val"</span> );
309<a name="l00443"></a>00443                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a>==val_up.length(),<span class="stringliteral">"Wrong val_up"</span> );
310<a name="l00444"></a>00444                 set_subvector ( val_up, <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>, val );
311<a name="l00445"></a>00445         }
312<a name="l00446"></a>00446 };
313<a name="l00447"></a>00447
314<a name="l00449"></a><a class="code" href="classbdm_1_1datalink__m2e.html">00449</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1datalink__m2e.html" title="data link between">datalink_m2e</a>: <span class="keyword">public</span> <a class="code" href="classbdm_1_1datalink.html" title="DataLink is a connection between two data vectors Up and Down.">datalink</a> {
315<a name="l00450"></a>00450 <span class="keyword">protected</span>:
316<a name="l00452"></a><a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9">00452</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a>;
317<a name="l00454"></a><a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783">00454</a>         ivec <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a>;
318<a name="l00456"></a><a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc">00456</a>         ivec <a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>;
319<a name="l00457"></a>00457
320<a name="l00458"></a>00458 <span class="keyword">public</span>:
321<a name="l00459"></a>00459         <a class="code" href="classbdm_1_1datalink__m2e.html" title="data link between">datalink_m2e</a>() {};
322<a name="l00461"></a><a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0">00461</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0" title="Constructor.">set_connection</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;rv,  <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc, <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_up ) {
323<a name="l00462"></a>00462                 <a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0" title="Constructor.">datalink::set_connection</a> ( rv,rv_up );
324<a name="l00463"></a>00463                 <a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a>=  rvc.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>();
325<a name="l00464"></a>00464                 <span class="comment">//establish v2c connection</span>
326<a name="l00465"></a>00465                 rvc.<a class="code" href="classbdm_1_1RV.html#cbebdb5e0d30101a6eb63550ef701c55">dataind</a> ( rv_up, <a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>, <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a> );
327<a name="l00466"></a>00466         }
328<a name="l00468"></a><a class="code" href="classbdm_1_1datalink__m2e.html#7ba850822e3cf9a4b079afc7e7c01703">00468</a>         vec <a class="code" href="classbdm_1_1datalink__m2e.html#7ba850822e3cf9a4b079afc7e7c01703" title="Construct condition.">get_cond</a> ( <span class="keyword">const</span> vec &amp;val_up ) {
329<a name="l00469"></a>00469                 vec tmp ( <a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a> );
330<a name="l00470"></a>00470                 set_subvector ( tmp,<a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>,val_up ( <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a> ) );
331<a name="l00471"></a>00471                 <span class="keywordflow">return</span> tmp;
332<a name="l00472"></a>00472         }
333<a name="l00473"></a>00473         <span class="keywordtype">void</span> pushup_cond ( vec &amp;val_up, <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond ) {
334<a name="l00474"></a>00474                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a>==val.length(),<span class="stringliteral">"Wrong val"</span> );
335<a name="l00475"></a>00475                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a>==val_up.length(),<span class="stringliteral">"Wrong val_up"</span> );
336<a name="l00476"></a>00476                 set_subvector ( val_up, <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indeces of the upper val">v2v_up</a>, val );
337<a name="l00477"></a>00477                 set_subvector ( val_up, <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a>, cond );
338<a name="l00478"></a>00478         }
339<a name="l00479"></a>00479 };
340<a name="l00482"></a><a class="code" href="classbdm_1_1datalink__m2m.html">00482</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1datalink__m2m.html">datalink_m2m</a>: <span class="keyword">public</span> <a class="code" href="classbdm_1_1datalink__m2e.html" title="data link between">datalink_m2e</a> {
341<a name="l00483"></a>00483 <span class="keyword">protected</span>:
342<a name="l00485"></a><a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d">00485</a>         ivec <a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d" title="cond-to-cond link, indeces of the upper cond">c2c_up</a>;
343<a name="l00487"></a><a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5">00487</a>         ivec <a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>;
344<a name="l00488"></a>00488 <span class="keyword">public</span>:
345<a name="l00490"></a><a class="code" href="classbdm_1_1datalink__m2m.html#3baed32cb66f0e2f731032cec0a4d287">00490</a>         <a class="code" href="classbdm_1_1datalink__m2m.html#3baed32cb66f0e2f731032cec0a4d287" title="Constructor.">datalink_m2m</a>() {};
346<a name="l00491"></a>00491         <span class="keywordtype">void</span> set_connection ( <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="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc, <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_up, <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc_up ) {
347<a name="l00492"></a>00492                 <a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0" title="Constructor.">datalink_m2e::set_connection</a> ( rv, rvc, rv_up );
348<a name="l00493"></a>00493                 <span class="comment">//establish c2c connection</span>
349<a name="l00494"></a>00494                 rvc.<a class="code" href="classbdm_1_1RV.html#cbebdb5e0d30101a6eb63550ef701c55">dataind</a> ( rvc_up, <a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>, <a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d" title="cond-to-cond link, indeces of the upper cond">c2c_up</a> );
350<a name="l00495"></a>00495                 it_assert_debug ( <a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>.length() +<a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>.length() ==<a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a>, <span class="stringliteral">"cond is not fully given"</span> );
351<a name="l00496"></a>00496         }
352<a name="l00498"></a><a class="code" href="classbdm_1_1datalink__m2m.html#911fb7fcfa80d4e31db8e0cc03141a90">00498</a>         vec <a class="code" href="classbdm_1_1datalink__m2m.html#911fb7fcfa80d4e31db8e0cc03141a90" title="Get cond for myself from val and cond of &amp;quot;Up&amp;quot;.">get_cond</a> ( <span class="keyword">const</span> vec &amp;val_up, <span class="keyword">const</span> vec &amp;cond_up ) {
353<a name="l00499"></a>00499                 vec tmp ( <a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a> );
354<a name="l00500"></a>00500                 set_subvector ( tmp,<a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, ideces of the local cond">v2c_lo</a>,val_up ( <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indeces of the upper val">v2c_up</a> ) );
355<a name="l00501"></a>00501                 set_subvector ( tmp,<a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indeces of the local cond">c2c_lo</a>,cond_up ( <a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d" title="cond-to-cond link, indeces of the upper cond">c2c_up</a> ) );
356<a name="l00502"></a>00502                 <span class="keywordflow">return</span> tmp;
357<a name="l00503"></a>00503         }
358<a name="l00505"></a>00505
359<a name="l00506"></a>00506 };
360<a name="l00507"></a>00507
361<a name="l00513"></a><a class="code" href="classbdm_1_1logger.html">00513</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
362<a name="l00514"></a>00514 <span class="keyword">protected</span>:
363<a name="l00516"></a><a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f">00516</a>         Array&lt;RV&gt; <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a>;
364<a name="l00518"></a><a class="code" href="classbdm_1_1logger.html#68ca1f05cf3d414ba0f39211977b8d02">00518</a>         Array&lt;string&gt; <a class="code" href="classbdm_1_1logger.html#68ca1f05cf3d414ba0f39211977b8d02" title="Names of logged quantities, e.g. names of algorithm variants.">names</a>;
365<a name="l00519"></a>00519 <span class="keyword">public</span>:
366<a name="l00521"></a><a class="code" href="classbdm_1_1logger.html#f9c2fe7db5ddbda0098a4a5bd2c29fbf">00521</a>         <a class="code" href="classbdm_1_1logger.html#f9c2fe7db5ddbda0098a4a5bd2c29fbf" title="Default constructor.">logger</a> ( ) : <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a> ( 0 ),<a class="code" href="classbdm_1_1logger.html#68ca1f05cf3d414ba0f39211977b8d02" title="Names of logged quantities, e.g. names of algorithm variants.">names</a> ( 0 ) {}
367<a name="l00522"></a>00522
368<a name="l00525"></a><a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">00525</a>         <span class="keyword">virtual</span> <span class="keywordtype">int</span> <span class="keyword">add</span> ( <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">string</span> prefix=<span class="stringliteral">""</span> ) {
369<a name="l00526"></a>00526                 <span class="keywordtype">int</span> id;
370<a name="l00527"></a>00527                 <span class="keywordflow">if</span> ( rv.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>() &gt;0 ) {
371<a name="l00528"></a>00528                         <span class="keywordtype">id</span>=<a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a>.length();
372<a name="l00529"></a>00529                         <a class="code" href="classbdm_1_1logger.html#68ca1f05cf3d414ba0f39211977b8d02" title="Names of logged quantities, e.g. names of algorithm variants.">names</a>=concat ( <a class="code" href="classbdm_1_1logger.html#68ca1f05cf3d414ba0f39211977b8d02" title="Names of logged quantities, e.g. names of algorithm variants.">names</a>, prefix); <span class="comment">// diff</span>
373<a name="l00530"></a>00530                         <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a>.set_length ( <span class="keywordtype">id</span>+1,<span class="keyword">true</span> );
374<a name="l00531"></a>00531                         <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a> ( <span class="keywordtype">id</span> ) = rv;
375<a name="l00532"></a>00532                 }
376<a name="l00533"></a>00533                 <span class="keywordflow">else</span> { <span class="keywordtype">id</span> =-1;}
377<a name="l00534"></a>00534                 <span class="keywordflow">return</span> id; <span class="comment">// identifier of the last entry</span>
378<a name="l00535"></a>00535         }
379<a name="l00536"></a>00536
380<a name="l00538"></a>00538         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <span class="keywordtype">int</span> <span class="keywordtype">id</span>, <span class="keyword">const</span> vec &amp;v ) =0;
381<a name="l00540"></a>00540         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <span class="keywordtype">int</span> <span class="keywordtype">id</span>, <span class="keyword">const</span> <span class="keywordtype">double</span> &amp;d ) =0;
382<a name="l00541"></a>00541
383<a name="l00543"></a>00543         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1logger.html#4f31c03578a7b9b30d8b1f8c338a37e8" title="Shifts storage position for another time step.">step</a>() =0;
384<a name="l00544"></a>00544
385<a name="l00546"></a><a class="code" href="classbdm_1_1logger.html#0e3fc7d13e23a8f71fc7c8a5ea68559d">00546</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1logger.html#0e3fc7d13e23a8f71fc7c8a5ea68559d" title="Finalize storing information.">finalize</a>() {};
386<a name="l00547"></a>00547
387<a name="l00549"></a><a class="code" href="classbdm_1_1logger.html#cd6291a73491f755dc7bc88d022eb2fc">00549</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1logger.html#cd6291a73491f755dc7bc88d022eb2fc" title="Initialize the storage.">init</a>() {};
388<a name="l00550"></a>00550
389<a name="l00551"></a>00551 };
390<a name="l00552"></a>00552
391<a name="l00556"></a><a class="code" href="classbdm_1_1mepdf.html">00556</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1mepdf.html" title="Unconditional mpdf, allows using epdf in the role of mpdf.">mepdf</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> {
392<a name="l00557"></a>00557 <span class="keyword">public</span>:
393<a name="l00559"></a><a class="code" href="classbdm_1_1mepdf.html#8c320c7f878fb665e93aec1499ef53ff">00559</a>         <a class="code" href="classbdm_1_1mepdf.html#8c320c7f878fb665e93aec1499ef53ff" title="Default constructor.">mepdf</a> ( <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* em ) :<a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> ( ) {<a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>= em ;};
394<a name="l00560"></a>00560         <a class="code" href="classbdm_1_1mepdf.html#8c320c7f878fb665e93aec1499ef53ff" title="Default constructor.">mepdf</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>* em ) :<a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> ( ) {<a class="code" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0" title="pointer to internal epdf">ep</a>=<span class="keyword">const_cast&lt;</span><a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>*<span class="keyword">&gt;</span>( em );};
395<a name="l00561"></a><a class="code" href="classbdm_1_1mepdf.html#b2b898058169e7ed9a6dc7cd4e1c147c">00561</a>         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mepdf.html#b2b898058169e7ed9a6dc7cd4e1c147c" title="Update ep so that it represents this mpdf conditioned on rvc = cond.">condition</a> ( <span class="keyword">const</span> vec &amp;cond ) {}
396<a name="l00562"></a>00562 };
397<a name="l00563"></a>00563
398<a name="l00566"></a><a class="code" href="classbdm_1_1compositepdf.html">00566</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1compositepdf.html" title="Abstract composition of pdfs, will be used for specific classes this abstract class...">compositepdf</a> {
399<a name="l00567"></a>00567 <span class="keyword">protected</span>:
400<a name="l00569"></a><a class="code" href="classbdm_1_1compositepdf.html#7ca3cd8ed92a7154f5b9ff13b1e9d52a">00569</a>         <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1compositepdf.html#7ca3cd8ed92a7154f5b9ff13b1e9d52a" title="Number of mpdfs in the composite.">n</a>;
401<a name="l00571"></a><a class="code" href="classbdm_1_1compositepdf.html#23faf2debc4dde10836393b8c665914a">00571</a>         Array&lt;mpdf*&gt; <a class="code" href="classbdm_1_1compositepdf.html#23faf2debc4dde10836393b8c665914a" title="Elements of composition.">mpdfs</a>;
402<a name="l00572"></a>00572 <span class="keyword">public</span>:
403<a name="l00573"></a>00573         <a class="code" href="classbdm_1_1compositepdf.html" title="Abstract composition of pdfs, will be used for specific classes this abstract class...">compositepdf</a> ( Array&lt;mpdf*&gt; A0 ) : <a class="code" href="classbdm_1_1compositepdf.html#7ca3cd8ed92a7154f5b9ff13b1e9d52a" title="Number of mpdfs in the composite.">n</a> ( A0.length() ), <a class="code" href="classbdm_1_1compositepdf.html#23faf2debc4dde10836393b8c665914a" title="Elements of composition.">mpdfs</a> ( A0 ) {};
404<a name="l00575"></a>00575         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1compositepdf.html#c73d39acc4378eee6a63155c3517d3c9" title="find common rv, flag">getrv</a> ( <span class="keywordtype">bool</span> checkoverlap=<span class="keyword">false</span> );
405<a name="l00577"></a>00577         <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1compositepdf.html#c71fc2c51f49d797e61f479f543c75ce" title="common rvc of all mpdfs is written to rvc">setrvc</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;rv, <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;rvc );
406<a name="l00578"></a>00578 };
407<a name="l00579"></a>00579
408<a name="l00587"></a><a class="code" href="classbdm_1_1DS.html">00587</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
409<a name="l00588"></a>00588 <span class="keyword">protected</span>:
410<a name="l00589"></a>00589         <span class="keywordtype">int</span> dtsize;
411<a name="l00590"></a>00590         <span class="keywordtype">int</span> utsize;
412<a name="l00592"></a><a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec">00592</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>;
413<a name="l00594"></a><a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702">00594</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>; <span class="comment">//</span>
414<a name="l00596"></a><a class="code" href="classbdm_1_1DS.html#b4b7bdb9d98a11ab587aa0ad803bb867">00596</a> <span class="comment"></span>        <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1DS.html#b4b7bdb9d98a11ab587aa0ad803bb867" title="Remember its own index in Logger L.">L_dt</a>, L_ut;
415<a name="l00597"></a>00597 <span class="keyword">public</span>:
416<a name="l00599"></a><a class="code" href="classbdm_1_1DS.html#bedd82e08ae6686b4b1732a122c2201a">00599</a>         <a class="code" href="classbdm_1_1DS.html#bedd82e08ae6686b4b1732a122c2201a" title="default constructors">DS</a>() :<a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a> ( ),<a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a> ( ) {};
417<a name="l00601"></a><a class="code" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba">00601</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata</a> ( vec &amp;dt ) {it_error ( <span class="stringliteral">"abstract class"</span> );};
418<a name="l00603"></a><a class="code" href="classbdm_1_1DS.html#a0bf451c7fea73ff4150ff9e83da4832">00603</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#a0bf451c7fea73ff4150ff9e83da4832" title="Returns data records at indeces.">getdata</a> ( vec &amp;dt, <span class="keyword">const</span> ivec &amp;indeces ) {it_error ( <span class="stringliteral">"abstract class"</span> );};
419<a name="l00605"></a><a class="code" href="classbdm_1_1DS.html#f5baeee8528e5e4c5c7a344b2e3f192a">00605</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#f5baeee8528e5e4c5c7a344b2e3f192a" title="Accepts action variable and schedule it for application.">write</a> ( vec &amp;ut ) {it_error ( <span class="stringliteral">"abstract class"</span> );};
420<a name="l00607"></a><a class="code" href="classbdm_1_1DS.html#6bced13f84f6bf04449728817e049e1d">00607</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#6bced13f84f6bf04449728817e049e1d" title="Accepts action variables at specific indeces.">write</a> ( vec &amp;ut, <span class="keyword">const</span> ivec &amp;indeces ) {it_error ( <span class="stringliteral">"abstract class"</span> );};
421<a name="l00608"></a>00608
422<a name="l00610"></a>00610         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#9a14c64d881e838ddc3a5617ee8a973b" title="Moves from  to , i.e. perfroms the actions and reads response of the system.">step</a>() =0;
423<a name="l00611"></a>00611
424<a name="l00613"></a><a class="code" href="classbdm_1_1DS.html#3c9e417d85052396fe74c164857ee67e">00613</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#3c9e417d85052396fe74c164857ee67e" title="Register DS for logging into logger L.">log_add</a> ( <a class="code" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> &amp;L ) {
425<a name="l00614"></a>00614                 it_assert_debug ( dtsize==<a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>(),<span class="stringliteral">""</span> );
426<a name="l00615"></a>00615                 it_assert_debug ( utsize==<a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>(),<span class="stringliteral">""</span> );
427<a name="l00616"></a>00616
428<a name="l00617"></a>00617                 <a class="code" href="classbdm_1_1DS.html#b4b7bdb9d98a11ab587aa0ad803bb867" title="Remember its own index in Logger L.">L_dt</a>=L.<a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">add</a> ( <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>,<span class="stringliteral">""</span> );
429<a name="l00618"></a>00618                 L_ut=L.<a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">add</a> ( <a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>,<span class="stringliteral">""</span> );
430<a name="l00619"></a>00619         }
431<a name="l00621"></a><a class="code" href="classbdm_1_1DS.html#e03d2c93cddd5c3a03107ddd3ae999cf">00621</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#e03d2c93cddd5c3a03107ddd3ae999cf" title="Register DS for logging into logger L.">logit</a> ( <a class="code" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> &amp;L ) {
432<a name="l00622"></a>00622                 vec tmp ( <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>() +<a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>() );
433<a name="l00623"></a>00623                 <a class="code" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata</a> ( tmp );
434<a name="l00624"></a>00624                 <span class="comment">// d is first in getdata</span>
435<a name="l00625"></a>00625                 L.<a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <a class="code" href="classbdm_1_1DS.html#b4b7bdb9d98a11ab587aa0ad803bb867" title="Remember its own index in Logger L.">L_dt</a>,tmp.left ( <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>() ) );
436<a name="l00626"></a>00626                 <span class="comment">// u follows after d in getdata</span>
437<a name="l00627"></a>00627                 L.<a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( L_ut,tmp.mid ( <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>(), <a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>.<a class="code" href="classbdm_1_1RV.html#de30156104f61d86c94f758861418089">_dsize</a>() ) );
438<a name="l00628"></a>00628         }
439<a name="l00630"></a><a class="code" href="classbdm_1_1DS.html#ed2113851294ed96abe60fc3f05aa660">00630</a>         <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1DS.html#ed2113851294ed96abe60fc3f05aa660" title="access function">_drv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> concat ( <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>,<a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a> );}
440<a name="l00632"></a><a class="code" href="classbdm_1_1DS.html#a6a9a375da64c82fc227bda3418a1f33">00632</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_1DS.html#a6a9a375da64c82fc227bda3418a1f33" title="access function">_urv</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>;}
441<a name="l00634"></a><a class="code" href="classbdm_1_1DS.html#821297dfd839d68691324f024e57252f">00634</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1DS.html#821297dfd839d68691324f024e57252f" title="set random rvariables">set_drv</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;drv, <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> &amp;urv) { <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a>=drv;<a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>=urv;}
442<a name="l00635"></a>00635 };
443<a name="l00636"></a>00636
444<a name="l00658"></a><a class="code" href="classbdm_1_1BM.html">00658</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> :<span class="keyword">public</span> <a class="code" href="classbdm_1_1bdmroot.html" title="Root class of BDM objects.">bdmroot</a> {
445<a name="l00659"></a>00659 <span class="keyword">protected</span>:
446<a name="l00661"></a><a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">00661</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> <a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a>;
447<a name="l00663"></a><a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">00663</a>         <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a>;
448<a name="l00665"></a><a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">00665</a>         <span class="keywordtype">bool</span> <a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>;
449<a name="l00666"></a>00666 <span class="keyword">public</span>:
450<a name="l00669"></a>00669
451<a name="l00670"></a>00670         <a class="code" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> () :<a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a> ( 0 ),<a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( true ), <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 4 ), <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(4) {
452<a name="l00671"></a>00671                 <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a>=-1;<span class="comment">/*empty IDs*/</span> <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>=0; <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(0)=1;<span class="comment">/*log only mean*/</span>};
453<a name="l00672"></a>00672         <a class="code" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> &amp;B ) :  <a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a> ( B.<a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a> ), <a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a> ( B.<a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a> ), <a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ( B.<a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a> ) {}
454<a name="l00675"></a><a class="code" href="classbdm_1_1BM.html#40f01563651c1e4fe926189e41a6b8ab">00675</a>         <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a>* <a class="code" href="classbdm_1_1BM.html#40f01563651c1e4fe926189e41a6b8ab">_copy_</a> ()<span class="keyword"> const </span>{<span class="keywordflow">return</span> NULL;};
455<a name="l00677"></a>00677
456<a name="l00680"></a>00680
457<a name="l00684"></a>00684         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1BM.html#60b1779a577367c369a932cabd3a6188" title="Incremental Bayes rule.">bayes</a> ( <span class="keyword">const</span> vec &amp;dt ) = 0;
458<a name="l00686"></a>00686         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1BM.html#1dee3fddaf021e62d925289660a707dc" title="Batch Bayes rule (columns of Dt are observations).">bayesB</a> ( <span class="keyword">const</span> mat &amp;Dt );
459<a name="l00689"></a><a class="code" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">00689</a>         <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> ( <span class="keyword">const</span> vec &amp;dt )<span class="keyword"> const</span>{it_error ( <span class="stringliteral">"Not implemented"</span> );<span class="keywordflow">return</span> 0.0;}
460<a name="l00691"></a><a class="code" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae">00691</a>         vec <a class="code" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae" title="Matrix version of logpred.">logpred_m</a> ( <span class="keyword">const</span> mat &amp;dt )<span class="keyword"> const</span>{vec tmp ( dt.cols() );<span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i=0;i&lt;dt.cols();i++ ) {tmp ( i ) =<a class="code" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> ( dt.get_col ( i ) );}<span class="keywordflow">return</span> tmp;}
461<a name="l00692"></a>00692
462<a name="l00694"></a><a class="code" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">00694</a>         <span class="keyword">virtual</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_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba" title="Constructs a predictive density .">epredictor</a> ( )<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"Not implemented"</span> );<span class="keywordflow">return</span> NULL;};
463<a name="l00696"></a><a class="code" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">00696</a>         <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>* <a class="code" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912" title="Constructs a conditional density 1-step ahead predictor.">predictor</a> ( )<span class="keyword"> const </span>{it_error ( <span class="stringliteral">"Not implemented"</span> );<span class="keywordflow">return</span> NULL;};
464<a name="l00698"></a>00698
465<a name="l00703"></a>00703
466<a name="l00705"></a><a class="code" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">00705</a>         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> rvc;
467<a name="l00707"></a><a class="code" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">00707</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_1BM.html#b5e8e016be16e4029c789063cb3f3b33" title="access function">_rvc</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> rvc;}
468<a name="l00708"></a>00708
469<a name="l00710"></a><a class="code" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4">00710</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4" title="Substitute val for rvc.">condition</a> ( <span class="keyword">const</span> vec &amp;val ) {it_error ( <span class="stringliteral">"Not implemented!"</span> );};
470<a name="l00711"></a>00711
471<a name="l00713"></a>00713
472<a name="l00714"></a>00714
473<a name="l00717"></a>00717
474<a name="l00718"></a>00718         <span class="keyword">const</span> <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>&amp; _drv()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a>;}
475<a name="l00719"></a>00719         <span class="keywordtype">void</span> set_drv ( <span class="keyword">const</span> RV &amp;rv ) {<a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a>=rv;}
476<a name="l00720"></a>00720         <span class="keywordtype">void</span> set_rv ( <span class="keyword">const</span> RV &amp;rv ) {<span class="keyword">const_cast&lt;</span>epdf&amp;<span class="keyword">&gt;</span> ( posterior() ).set_rv ( rv );}
477<a name="l00721"></a>00721         <span class="keywordtype">double</span> _ll()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a>;}
478<a name="l00722"></a>00722         <span class="keywordtype">void</span> set_evalll ( <span class="keywordtype">bool</span> evl0 ) {<a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee" title="If true, the filter will compute likelihood of the data record and store it in ll...">evalll</a>=evl0;}
479<a name="l00723"></a>00723         <span class="keyword">virtual</span> <span class="keyword">const</span> epdf&amp; posterior() <span class="keyword">const</span> =0;
480<a name="l00724"></a>00724         <span class="keyword">virtual</span> <span class="keyword">const</span> epdf* _e() <span class="keyword">const</span> =0;
481<a name="l00726"></a>00726
482<a name="l00729"></a>00729
483<a name="l00731"></a><a class="code" href="classbdm_1_1BM.html#adb539fa2585c8a2a91c54e5aebf330e">00731</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1BM.html#adb539fa2585c8a2a91c54e5aebf330e" title="Set boolean options from a string recognized are: &amp;quot;logbounds,logll&amp;quot;.">set_options</a> ( <span class="keyword">const</span> <span class="keywordtype">string</span> &amp;opt ) {
484<a name="l00732"></a>00732                 <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(0)=1;
485<a name="l00733"></a>00733                 <span class="keywordflow">if</span> ( opt.find ( <span class="stringliteral">"logbounds"</span> ) !=string::npos ) {<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(1)=1; <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(2)=1;}
486<a name="l00734"></a>00734                 <span class="keywordflow">if</span> ( opt.find ( <span class="stringliteral">"logll"</span> ) !=string::npos ) {<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(3)=1;}
487<a name="l00735"></a>00735         }
488<a name="l00737"></a><a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">00737</a>         ivec <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a>;
489<a name="l00738"></a>00738
490<a name="l00740"></a><a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207">00740</a>         ivec <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>;
491<a name="l00742"></a><a class="code" href="classbdm_1_1BM.html#2298ca6af9b13a78a4c9e18ab43f1827">00742</a>         <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1BM.html#2298ca6af9b13a78a4c9e18ab43f1827" title="Add all logged variables to a logger.">log_add</a> ( <a class="code" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> &amp;L, <span class="keyword">const</span> <span class="keywordtype">string</span> &amp;name=<span class="stringliteral">""</span> ) {
492<a name="l00743"></a>00743                 <span class="comment">// internal</span>
493<a name="l00744"></a>00744                 <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> r;
494<a name="l00745"></a>00745                 <span class="keywordflow">if</span> ( posterior().isnamed() ) {r=posterior().<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>();}
495<a name="l00746"></a>00746                 <span class="keywordflow">else</span>{r=<a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> ( <span class="stringliteral">"est"</span>, posterior().dimension() );};
496<a name="l00747"></a>00747
497<a name="l00748"></a>00748                 <span class="comment">// Add mean value</span>
498<a name="l00749"></a>00749                 <span class="keywordflow">if</span> (<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(0)) <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 0 ) =L.<a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">add</a> ( r,name+<span class="stringliteral">"mean_"</span> );
499<a name="l00750"></a>00750                 <span class="keywordflow">if</span> (<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(1)) <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 1 ) =L.<a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">add</a> ( r,name+<span class="stringliteral">"lb_"</span> );
500<a name="l00751"></a>00751                 <span class="keywordflow">if</span> (<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(2)) <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 2 ) =L.<a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">add</a> ( r,name+<span class="stringliteral">"ub_"</span> );
501<a name="l00752"></a>00752                 <span class="keywordflow">if</span> (<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(3)) <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 3 ) =L.<a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">add</a> ( <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a>(<span class="stringliteral">"ll"</span>,1),name ); <span class="comment">//TODO: "local" RV </span>
502<a name="l00753"></a>00753         }
503<a name="l00754"></a>00754         <span class="keyword">virtual</span> <span class="keywordtype">void</span> logit ( <a class="code" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a> &amp;L ) {
504<a name="l00755"></a>00755                 L.<a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 0 ), posterior().mean() );
505<a name="l00756"></a>00756                 <span class="keywordflow">if</span> ( <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(1) || <a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(2)) { <span class="comment">//if one of them is off, its LID==-1 and will not be stored</span>
506<a name="l00757"></a>00757                         vec ub,lb;
507<a name="l00758"></a>00758                         posterior().<a class="code" href="classbdm_1_1epdf.html#0a7705e80601957f7226d333a0a6d539" title="Lower and upper bounds of percentage % quantile, returns mean-2*sigma as default...">qbounds</a> ( lb,ub );
508<a name="l00759"></a>00759                         L.<a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 1 ), lb );
509<a name="l00760"></a>00760                         L.<a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 2 ), ub );
510<a name="l00761"></a>00761                 }
511<a name="l00762"></a>00762                 <span class="keywordflow">if</span> (<a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207" title="Flags for logging - same size as LIDs, each entry correspond to the same in LIDs...">LFlags</a>(3)) L.<a class="code" href="classbdm_1_1logger.html#397c014b0aaf3581516e2a105d26a5c9" title="log this vector">logit</a> ( <a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca" title="IDs of storages in loggers 4:[1=mean,2=lb,3=ub,4=ll].">LIDs</a> ( 3 ), <a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a> );
512<a name="l00763"></a>00763         }
513<a name="l00765"></a>00765 };
514<a name="l00766"></a>00766
515<a name="l00767"></a>00767
516<a name="l00768"></a>00768 }; <span class="comment">//namespace</span>
517<a name="l00769"></a>00769 <span class="preprocessor">#endif // BM_H</span>
518</pre></div></div>
519<hr size="1"><address style="text-align: right;"><small>Generated on Tue Jun 2 10:11:00 2009 for mixpp by&nbsp;
520<a href="http://www.doxygen.org/index.html">
521<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
522</body>
523</html>
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