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64<h1>bdmbase.h</h1><a href="bdmbase_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001
65<a name="l00013"></a>00013 <span class="preprocessor">#ifndef BDMBASE_H</span>
66<a name="l00014"></a>00014 <span class="preprocessor"></span><span class="preprocessor">#define BDMBASE_H</span>
67<a name="l00015"></a>00015 <span class="preprocessor"></span>
68<a name="l00016"></a>00016 <span class="preprocessor">#include &lt;map&gt;</span>
69<a name="l00017"></a>00017
70<a name="l00018"></a>00018 <span class="preprocessor">#include "../itpp_ext.h"</span>
71<a name="l00019"></a>00019 <span class="preprocessor">#include "../bdmroot.h"</span>
72<a name="l00020"></a>00020 <span class="preprocessor">#include "../shared_ptr.h"</span>
73<a name="l00021"></a>00021 <span class="preprocessor">#include "<a class="code" href="user__info_8h.html" title="UI (user info) class for loading/saving objects from/to configuration files. It is...">user_info.h</a>"</span>
74<a name="l00022"></a>00022
75<a name="l00023"></a>00023 <span class="keyword">using namespace </span>libconfig;
76<a name="l00024"></a>00024 <span class="keyword">using namespace </span>itpp;
77<a name="l00025"></a>00025 <span class="keyword">using namespace </span>std;
78<a name="l00026"></a>00026
79<a name="l00027"></a>00027 <span class="keyword">namespace </span>bdm
80<a name="l00028"></a>00028 {
81<a name="l00029"></a>00029
82<a name="l00030"></a>00030 <span class="keyword">typedef</span> std::map&lt;string, int&gt; RVmap;
83<a name="l00032"></a>00032 <span class="keyword">extern</span> ivec RV_SIZES;
84<a name="l00034"></a>00034 <span class="keyword">extern</span> Array&lt;string&gt; RV_NAMES;
85<a name="l00035"></a>00035
86<a name="l00037"></a><a class="code" href="classbdm_1_1str.html">00037</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1str.html" title="Structure of RV, i.e. RVs expanded into a flat list of IDs, used for debugging.">str</a>
87<a name="l00038"></a>00038 {
88<a name="l00039"></a>00039         <span class="keyword">public</span>:
89<a name="l00041"></a><a class="code" href="classbdm_1_1str.html#64675a73fc7324177175f19b3baeb0b0">00041</a>                 ivec <a class="code" href="classbdm_1_1str.html#64675a73fc7324177175f19b3baeb0b0" title="vector id ids (non-unique!)">ids</a>;
90<a name="l00043"></a><a class="code" href="classbdm_1_1str.html#905dc0f240e40432c103708c4a34f80a">00043</a>                 ivec <a class="code" href="classbdm_1_1str.html#905dc0f240e40432c103708c4a34f80a" title="vector of times">times</a>;
91<a name="l00045"></a><a class="code" href="classbdm_1_1str.html#7c6b9dccc6814d7bd1e8e2208a0d3f3f">00045</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) {
92<a name="l00046"></a>00046                         it_assert_debug (times0.length() == ids0.length(), <span class="stringliteral">"Incompatible input"</span>);
93<a name="l00047"></a>00047                 };
94<a name="l00048"></a>00048 };
95<a name="l00049"></a>00049
96<a name="l00088"></a><a class="code" href="classbdm_1_1RV.html">00088</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_1root.html" title="Root class of BDM objects.">root</a>
97<a name="l00089"></a>00089 {
98<a name="l00090"></a>00090         <span class="keyword">protected</span>:
99<a name="l00092"></a><a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb">00092</a>                 <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb" title="size of the data vector">dsize</a>;
100<a name="l00094"></a><a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385">00094</a>                 <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385" title="number of individual rvs">len</a>;
101<a name="l00096"></a><a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b">00096</a>                 ivec <a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a>;
102<a name="l00098"></a><a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896">00098</a>                 ivec <a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a>;
103<a name="l00099"></a>00099
104<a name="l00100"></a>00100         <span class="keyword">private</span>:
105<a name="l00102"></a>00102                 <span class="keywordtype">void</span> init (<span class="keyword">const</span> Array&lt;std::string&gt; &amp;in_names, <span class="keyword">const</span> ivec &amp;in_sizes, <span class="keyword">const</span> ivec &amp;in_times);
106<a name="l00103"></a>00103                 <span class="keywordtype">int</span> init (<span class="keyword">const</span> <span class="keywordtype">string</span> &amp;name, <span class="keywordtype">int</span> size);
107<a name="l00104"></a>00104         <span class="keyword">public</span>:
108<a name="l00107"></a>00107
109<a name="l00109"></a><a class="code" href="classbdm_1_1RV.html#3fa35c2744e687c74f7742990e6aa264">00109</a>                 <a class="code" href="classbdm_1_1RV.html#3fa35c2744e687c74f7742990e6aa264" title="Full constructor.">RV</a> (<span class="keyword">const</span> Array&lt;std::string&gt; &amp;in_names, <span class="keyword">const</span> ivec &amp;in_sizes, <span class="keyword">const</span> ivec &amp;in_times) {
110<a name="l00110"></a>00110                         init (in_names, in_sizes, in_times);
111<a name="l00111"></a>00111                 }
112<a name="l00112"></a>00112
113<a name="l00114"></a><a class="code" href="classbdm_1_1RV.html#381f5d963bb54efd4e76815dc93d50ce">00114</a>                 <a class="code" href="classbdm_1_1RV.html#381f5d963bb54efd4e76815dc93d50ce" title="Constructor with times=0.">RV</a> (<span class="keyword">const</span> Array&lt;std::string&gt; &amp;in_names, <span class="keyword">const</span> ivec &amp;in_sizes) {
114<a name="l00115"></a>00115                         init (in_names, in_sizes, zeros_i (in_names.length()));
115<a name="l00116"></a>00116                 }
116<a name="l00117"></a>00117
117<a name="l00119"></a><a class="code" href="classbdm_1_1RV.html#cb47d71d82639ec7ddf2635b21aafd00">00119</a>                 <a class="code" href="classbdm_1_1RV.html#cb47d71d82639ec7ddf2635b21aafd00" title="Constructor with sizes=1, times=0.">RV</a> (<span class="keyword">const</span> Array&lt;std::string&gt; &amp;in_names) {
118<a name="l00120"></a>00120                         init (in_names, ones_i (in_names.length()), zeros_i (in_names.length()));
119<a name="l00121"></a>00121                 }
120<a name="l00122"></a>00122
121<a name="l00124"></a><a class="code" href="classbdm_1_1RV.html#e319ca900261a5005a9b4b353ec16412">00124</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) {}
122<a name="l00125"></a>00125
123<a name="l00127"></a>00127                 <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);
124<a name="l00128"></a>00128
125<a name="l00129"></a>00129                 <span class="comment">// compiler-generated copy constructor is used</span>
126<a name="l00131"></a>00131 <span class="comment"></span>
127<a name="l00134"></a>00134
128<a name="l00136"></a>00136                 <span class="keyword">friend</span> std::ostream &amp;<a class="code" href="classbdm_1_1RV.html#cad6f15535d10437f6690cb4492176a8" title="State 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);
129<a name="l00137"></a>00137
130<a name="l00138"></a>00138                 <span class="keywordtype">int</span> _dsize()<span class="keyword"> const </span>{
131<a name="l00139"></a>00139                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#0cfe477965243a89eb87a06b024e2fcb" title="size of the data vector">dsize</a>;
132<a name="l00140"></a>00140                 }
133<a name="l00141"></a>00141
134<a name="l00143"></a>00143                 <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>;
135<a name="l00144"></a>00144                 ivec cumsizes() <span class="keyword">const</span>;
136<a name="l00145"></a>00145                 <span class="keywordtype">int</span> length()<span class="keyword"> const </span>{
137<a name="l00146"></a>00146                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#b11bfdceb831ed30d33b852dd4a6b385" title="number of individual rvs">len</a>;
138<a name="l00147"></a>00147                 }
139<a name="l00148"></a>00148                 <span class="keywordtype">int</span> id (<span class="keywordtype">int</span> at)<span class="keyword"> const </span>{
140<a name="l00149"></a>00149                         <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="l00150"></a>00150                 }
142<a name="l00151"></a>00151                 <span class="keywordtype">int</span> size (<span class="keywordtype">int</span> at)<span class="keyword"> const </span>{
143<a name="l00152"></a>00152                         <span class="keywordflow">return</span> RV_SIZES (<a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a> (at));
144<a name="l00153"></a>00153                 }
145<a name="l00154"></a>00154                 <span class="keywordtype">int</span> time (<span class="keywordtype">int</span> at)<span class="keyword"> const </span>{
146<a name="l00155"></a>00155                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a> (at);
147<a name="l00156"></a>00156                 }
148<a name="l00157"></a>00157                 std::string name (<span class="keywordtype">int</span> at)<span class="keyword"> const </span>{
149<a name="l00158"></a>00158                         <span class="keywordflow">return</span> RV_NAMES (<a class="code" href="classbdm_1_1RV.html#0a9a4769ab5a322495bea0cd8091500b" title="Vector of unique IDs.">ids</a> (at));
150<a name="l00159"></a>00159                 }
151<a name="l00160"></a>00160                 <span class="keywordtype">void</span> set_time (<span class="keywordtype">int</span> at, <span class="keywordtype">int</span> time0) {
152<a name="l00161"></a>00161                         <a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a> (at) = time0;
153<a name="l00162"></a>00162                 }
154<a name="l00164"></a>00164
155<a name="l00167"></a>00167
156<a name="l00169"></a>00169                 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>;
157<a name="l00171"></a>00171                 <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>;
158<a name="l00173"></a>00173                 <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);
159<a name="l00175"></a>00175                 <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>;
160<a name="l00177"></a>00177                 <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 indices ind.">subselect</a> (<span class="keyword">const</span> ivec &amp;ind) <span class="keyword">const</span>;
161<a name="l00178"></a>00178
162<a name="l00180"></a><a class="code" href="classbdm_1_1RV.html#6f3daf0f857fff53a1c0a445fe160966">00180</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 indices ind.">operator() </a>(<span class="keyword">const</span> ivec &amp;ind)<span class="keyword"> const </span>{
163<a name="l00181"></a>00181                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1RV.html#c0c04ab99ded62e1e05bcefb151ebeb9" title="Select only variables at indices ind.">subselect</a> (ind);
164<a name="l00182"></a>00182                 }
165<a name="l00183"></a>00183
166<a name="l00185"></a>00185                 <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 indices ind.">operator() </a>(<span class="keywordtype">int</span> di1, <span class="keywordtype">int</span> di2) <span class="keyword">const</span>;
167<a name="l00186"></a>00186
168<a name="l00188"></a>00188                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1RV.html#bd77cb0899f7fba1d0e34396137b7f1f" title="Shift time by delta.">t</a> (<span class="keywordtype">int</span> delta);
169<a name="l00190"></a>00190
170<a name="l00193"></a>00193
171<a name="l00195"></a>00195                 <a class="code" href="classbdm_1_1str.html" title="Structure of RV, i.e. RVs expanded into a flat list of IDs, used for debugging.">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>;
172<a name="l00198"></a>00198                 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>;
173<a name="l00201"></a>00201                 <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>;
174<a name="l00203"></a><a class="code" href="classbdm_1_1RV.html#9a5c5aeeaf39299d07763377b05a8241">00203</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>{
175<a name="l00204"></a>00204                         <span class="keywordflow">return</span> min (<a class="code" href="classbdm_1_1RV.html#ef6703854820bbf61736738f1bac6896" title="Vector of shifts from current time.">times</a>);
176<a name="l00205"></a>00205                 }
177<a name="l00207"></a>00207
178<a name="l00222"></a>00222                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1RV.html#6564bdd36b6845a51446a192d33e1194" title="UI for class RV (description of data vectors).">from_setting</a> (<span class="keyword">const</span> Setting &amp;<span class="keyword">set</span>);
179<a name="l00223"></a>00223
180<a name="l00224"></a>00224                 <span class="comment">// TODO dodelat void to_setting( Setting &amp;set ) const;</span>
181<a name="l00226"></a>00226 <span class="comment"></span>                <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1RV.html#ab92b361335a644df654cf7cf7e5ffc0" title="Invalidate all named RVs. Use before initializing any RV instances, with care...">clear_all</a>();
182<a name="l00227"></a>00227 };
183<a name="l00228"></a>00228 <a class="code" href="user__info_8h.html#4f9de2f17e844047726487b99def99c6" title="Macro for registration of class into map of user-infos, registered class is scriptable...">UIREGISTER</a> (RV);
184<a name="l00229"></a>00229 SHAREDPTR (RV);
185<a name="l00230"></a>00230
186<a name="l00232"></a>00232 RV concat (<span class="keyword">const</span> RV &amp;rv1, <span class="keyword">const</span> RV &amp;rv2);
187<a name="l00233"></a>00233
188<a name="l00235"></a>00235 <span class="keyword">extern</span> RV RV0;
189<a name="l00236"></a>00236
190<a name="l00238"></a>00238
191<a name="l00239"></a><a class="code" href="classbdm_1_1fnc.html">00239</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_1root.html" title="Root class of BDM objects.">root</a>
192<a name="l00240"></a>00240 {
193<a name="l00241"></a>00241         <span class="keyword">protected</span>:
194<a name="l00243"></a><a class="code" href="classbdm_1_1fnc.html#52156cb4a52a62d51fc7455985797a62">00243</a>                 <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1fnc.html#52156cb4a52a62d51fc7455985797a62" title="Length of the output vector.">dimy</a>;
195<a name="l00244"></a>00244         <span class="keyword">public</span>:
196<a name="l00246"></a><a class="code" href="classbdm_1_1fnc.html#65e9fb11f6cc7884018d8f229bcabbb7">00246</a>                 <a class="code" href="classbdm_1_1fnc.html#65e9fb11f6cc7884018d8f229bcabbb7" title="default constructor">fnc</a>() {};
197<a name="l00248"></a><a class="code" href="classbdm_1_1fnc.html#6277b11d7fffc7ef8a2fa3e84ae5bad4">00248</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) {
198<a name="l00249"></a>00249                         <span class="keywordflow">return</span> vec (0);
199<a name="l00250"></a>00250                 };
200<a name="l00251"></a>00251
201<a name="l00253"></a><a class="code" href="classbdm_1_1fnc.html#0786e40fade2663a70d654c1dda5d73e">00253</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) {};
202<a name="l00254"></a>00254
203<a name="l00256"></a><a class="code" href="classbdm_1_1fnc.html#083832294da9d1e40804158b979c4341">00256</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>{
204<a name="l00257"></a>00257                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1fnc.html#52156cb4a52a62d51fc7455985797a62" title="Length of the output vector.">dimy</a>;
205<a name="l00258"></a>00258                 }
206<a name="l00259"></a>00259 };
207<a name="l00260"></a>00260
208<a name="l00261"></a>00261 <span class="keyword">class </span>mpdf;
209<a name="l00262"></a>00262
210<a name="l00264"></a>00264
211<a name="l00265"></a><a class="code" href="classbdm_1_1epdf.html">00265</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_1root.html" title="Root class of BDM objects.">root</a>
212<a name="l00266"></a>00266 {
213<a name="l00267"></a>00267         <span class="keyword">protected</span>:
214<a name="l00269"></a><a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce">00269</a>                 <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>;
215<a name="l00271"></a><a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8">00271</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>;
216<a name="l00272"></a>00272
217<a name="l00273"></a>00273         <span class="keyword">public</span>:
218<a name="l00285"></a>00285                 <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>() {};
219<a name="l00286"></a>00286                 <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>) {};
220<a name="l00287"></a>00287                 epdf (<span class="keyword">const</span> RV &amp;rv0) : <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> (rv0._dsize()) {
221<a name="l00288"></a>00288                         <a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv</a> (rv0);
222<a name="l00289"></a>00289                 };
223<a name="l00290"></a>00290                 <span class="keywordtype">void</span> set_parameters (<span class="keywordtype">int</span> dim0) {
224<a name="l00291"></a>00291                         <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a> = dim0;
225<a name="l00292"></a>00292                 }
226<a name="l00294"></a>00294
227<a name="l00297"></a>00297
228<a name="l00299"></a><a class="code" href="classbdm_1_1epdf.html#75ba57a89681a8efec488f5796c7cc1b">00299</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>{
229<a name="l00300"></a>00300                         it_error (<span class="stringliteral">"not implemented"</span>);
230<a name="l00301"></a>00301                         <span class="keywordflow">return</span> vec (0);
231<a name="l00302"></a>00302                 }
232<a name="l00303"></a>00303
233<a name="l00305"></a>00305                 <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>;
234<a name="l00306"></a>00306
235<a name="l00309"></a><a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249">00309</a>                 <span class="keyword">virtual</span> <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1epdf.html#deab266d63c236c277538867d5c3f249">evallog</a> (<span class="keyword">const</span> vec &amp;val)<span class="keyword"> const </span>{
236<a name="l00310"></a>00310                         it_error (<span class="stringliteral">"not implemented"</span>);
237<a name="l00311"></a>00311                         <span class="keywordflow">return</span> 0.0;
238<a name="l00312"></a>00312                 }
239<a name="l00313"></a>00313
240<a name="l00315"></a>00315                 <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1epdf.html#d08b68a5abd461f1b6519597e344caf8" 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>;
241<a name="l00316"></a>00316
242<a name="l00318"></a>00318                 <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1epdf.html#d08b68a5abd461f1b6519597e344caf8" title="Compute log-probability of multiple values argument val.">evallog_m</a> (<span class="keyword">const</span> Array&lt;vec&gt; &amp;Avec) <span class="keyword">const</span>;
243<a name="l00319"></a>00319
244<a name="l00321"></a>00321                 <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;mpdf&gt;</a> <a class="code" href="classbdm_1_1epdf.html#1499d35b79bce0cfa64fc5cafb9c03b2" 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>;
245<a name="l00322"></a>00322
246<a name="l00324"></a>00324                 <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> <a class="code" href="classbdm_1_1epdf.html#a84b05f5293cab2aeb4e07faffa60906" title="Return marginal density on the given RV, the remainig rvs are intergrated out.">marginal</a> (<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>;
247<a name="l00325"></a>00325
248<a name="l00327"></a><a class="code" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75">00327</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>{
249<a name="l00328"></a>00328                         it_error (<span class="stringliteral">"not implemneted"</span>);
250<a name="l00329"></a>00329                         <span class="keywordflow">return</span> vec (0);
251<a name="l00330"></a>00330                 };
252<a name="l00331"></a>00331
253<a name="l00333"></a><a class="code" href="classbdm_1_1epdf.html#4543d40ccfc5d549b0c831a57a3ed84c">00333</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>{
254<a name="l00334"></a>00334                         it_error (<span class="stringliteral">"not implemneted"</span>);
255<a name="l00335"></a>00335                         <span class="keywordflow">return</span> vec (0);
256<a name="l00336"></a>00336                 };
257<a name="l00338"></a><a class="code" href="classbdm_1_1epdf.html#0a7705e80601957f7226d333a0a6d539">00338</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>{
258<a name="l00339"></a>00339                         vec mea = <a class="code" href="classbdm_1_1epdf.html#0c8d13d788094605b3cdab20a6e22b75" title="return expected value">mean</a>();
259<a name="l00340"></a>00340                         vec std = sqrt (<a class="code" href="classbdm_1_1epdf.html#4543d40ccfc5d549b0c831a57a3ed84c" title="return expected variance (not covariance!)">variance</a>());
260<a name="l00341"></a>00341                         lb = mea - 2 * std;
261<a name="l00342"></a>00342                         ub = mea + 2 * std;
262<a name="l00343"></a>00343                 };
263<a name="l00345"></a>00345
264<a name="l00351"></a>00351
265<a name="l00353"></a><a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff">00353</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) {
266<a name="l00354"></a>00354                         <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a> = rv0;
267<a name="l00355"></a>00355                 }   <span class="comment">//it_assert_debug(isnamed(),""); };</span>
268<a name="l00357"></a><a class="code" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9">00357</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>{
269<a name="l00358"></a>00358                         <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>());
270<a name="l00359"></a>00359                         <span class="keywordflow">return</span> b;
271<a name="l00360"></a>00360                 }
272<a name="l00362"></a><a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21">00362</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>{
273<a name="l00363"></a>00363                         it_assert_debug (<a class="code" href="classbdm_1_1epdf.html#c4b863ff84c7a4882fb3ad18556027f9" title="True if rv is assigned.">isnamed</a>(), <span class="stringliteral">""</span>);
274<a name="l00364"></a>00364                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1epdf.html#62c5b8ff71d9ebe6cd58d3c342eb1dc8" title="Description of the random variable.">rv</a>;
275<a name="l00365"></a>00365                 }
276<a name="l00367"></a>00367
277<a name="l00370"></a>00370
278<a name="l00372"></a><a class="code" href="classbdm_1_1epdf.html#7083a65f7b7a0d0d13b2c516bd2ec29c">00372</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>{
279<a name="l00373"></a>00373                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1epdf.html#16adac20ec7fe07e1ea0b27d917788ce" title="dimension of the random variable">dim</a>;
280<a name="l00374"></a>00374                 }
281<a name="l00382"></a><a class="code" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">00382</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1epdf.html#fa9efc98a065b31c630fe18cc418f725">from_setting</a> (<span class="keyword">const</span> Setting &amp;<span class="keyword">set</span>) {
282<a name="l00383"></a>00383                         <a class="code" href="classbdm_1_1shared__ptr.html" title="A naive implementation of roughly a subset of the std::tr1:shared_ptr spec.">shared_ptr&lt;RV&gt;</a> r = UI::build&lt;RV&gt; ( <span class="keyword">set</span>, <span class="stringliteral">"rv"</span>, UI::optional );
283<a name="l00384"></a>00384                         <span class="keywordflow">if</span> (r) {
284<a name="l00385"></a>00385                                 <a class="code" href="classbdm_1_1epdf.html#f423e28448dbb69ef4905295ec8de8ff" title="Name its rv.">set_rv</a> (*r);
285<a name="l00386"></a>00386                         }
286<a name="l00387"></a>00387                 }
287<a name="l00388"></a>00388
288<a name="l00389"></a>00389 };
289<a name="l00390"></a>00390 SHAREDPTR(epdf);
290<a name="l00391"></a>00391
291<a name="l00393"></a><a class="code" href="classbdm_1_1mpdf.html">00393</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a> : <span class="keyword">public</span> <a class="code" href="classbdm_1_1root.html" title="Root class of BDM objects.">root</a>
292<a name="l00394"></a>00394 {
293<a name="l00395"></a>00395         <span class="keyword">protected</span>:
294<a name="l00397"></a><a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">00397</a>                 <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a>;
295<a name="l00399"></a><a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288">00399</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>;
296<a name="l00400"></a>00400         <span class="keyword">private</span>:
297<a name="l00402"></a>00402                 <a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>* ep;
298<a name="l00403"></a>00403
299<a name="l00404"></a>00404         <span class="keyword">protected</span>:
300<a name="l00406"></a><a class="code" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e">00406</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a> (<a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> &amp;iepdf) {
301<a name="l00407"></a>00407                         ep = &amp;iepdf;
302<a name="l00408"></a>00408                 }
303<a name="l00410"></a><a class="code" href="classbdm_1_1mpdf.html#7555b377f8b5895c9b759c9628ee3e20">00410</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mpdf.html#7555b377f8b5895c9b759c9628ee3e20" title="set internal pointer ep to point to given iepdf ">set_ep</a> (<a class="code" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> *iepdfp) {
304<a name="l00411"></a>00411                         ep = iepdfp;
305<a name="l00412"></a>00412                 }
306<a name="l00413"></a>00413
307<a name="l00414"></a>00414         <span class="keyword">public</span>:
308<a name="l00417"></a>00417
309<a name="l00418"></a>00418                 <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a>() : <a class="code" href="classbdm_1_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>(), ep (NULL) { }
310<a name="l00419"></a>00419
311<a name="l00420"></a>00420                 mpdf (<span class="keyword">const</span> mpdf &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>), ep (m.ep) { }
312<a name="l00422"></a>00422
313<a name="l00425"></a>00425
314<a name="l00427"></a><a class="code" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">00427</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) {it_error (<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> vec (0);};
315<a name="l00428"></a>00428
316<a name="l00430"></a>00430                 <span class="keyword">virtual</span> mat <a class="code" href="classbdm_1_1mpdf.html#6e497d501331057309d2fddf63259d1a" title="Returns.">samplecond_m</a> (<span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">int</span> N);
317<a name="l00431"></a>00431
318<a name="l00433"></a><a class="code" href="classbdm_1_1mpdf.html#6336a8a72462e2a56a3989a220f18b1b">00433</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) {it_error (<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> 0.0;}
319<a name="l00434"></a>00434
320<a name="l00436"></a><a class="code" href="classbdm_1_1mpdf.html#0b0ed1ed663071bb7cf4a1349eb94fcb">00436</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) {
321<a name="l00437"></a>00437                         vec v(Dt.cols());
322<a name="l00438"></a>00438                         <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i=0;i&lt;Dt.cols();i++){v(i)= <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>(Dt.get_col(i),cond);}
323<a name="l00439"></a>00439                         <span class="keywordflow">return</span> v;
324<a name="l00440"></a>00440                 }
325<a name="l00441"></a>00441
326<a name="l00443"></a><a class="code" href="classbdm_1_1mpdf.html#2a0d03756f59924fd038980ee60bd904">00443</a>                 <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1mpdf.html#2a0d03756f59924fd038980ee60bd904" title="Array&amp;lt;vec&amp;gt; version of evallogcond.">evallogcond_m</a> (<span class="keyword">const</span> Array&lt;vec&gt; &amp;Dt, <span class="keyword">const</span> vec &amp;cond) {it_error (<span class="stringliteral">"Not implemented"</span>);<span class="keywordflow">return</span> vec (0);}
327<a name="l00444"></a>00444
328<a name="l00447"></a>00447
329<a name="l00448"></a>00448                 <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> _rv()<span class="keyword"> const </span>{
330<a name="l00449"></a>00449                         <span class="keywordflow">return</span> ep-&gt;<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>();
331<a name="l00450"></a>00450                 }
332<a name="l00451"></a>00451                 RV _rvc() {
333<a name="l00452"></a>00452                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>;
334<a name="l00453"></a>00453                 }
335<a name="l00454"></a>00454
336<a name="l00455"></a>00455                 <span class="keywordtype">int</span> dimension()<span class="keyword"> const </span>{
337<a name="l00456"></a>00456                         <span class="keywordflow">return</span> ep-&gt;dimension();
338<a name="l00457"></a>00457                 }
339<a name="l00458"></a>00458                 <span class="keywordtype">int</span> dimensionc() {
340<a name="l00459"></a>00459                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a>;
341<a name="l00460"></a>00460                 }
342<a name="l00461"></a>00461
343<a name="l00471"></a>00471                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">from_setting</a> (<span class="keyword">const</span> Setting &amp;<span class="keyword">set</span>);
344<a name="l00473"></a>00473
345<a name="l00476"></a>00476                 <span class="keywordtype">void</span> set_rvc (<span class="keyword">const</span> RV &amp;rvc0) {
346<a name="l00477"></a>00477                         <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a> = rvc0;
347<a name="l00478"></a>00478                 }
348<a name="l00479"></a>00479                 <span class="keywordtype">void</span> set_rv (<span class="keyword">const</span> RV &amp;rv0) {
349<a name="l00480"></a>00480                         ep-&gt;set_rv (rv0);
350<a name="l00481"></a>00481                 }
351<a name="l00482"></a>00482                 <span class="keywordtype">bool</span> isnamed() {
352<a name="l00483"></a>00483                         <span class="keywordflow">return</span> (ep-&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());
353<a name="l00484"></a>00484                 }
354<a name="l00486"></a>00486 };
355<a name="l00487"></a>00487 SHAREDPTR(mpdf);
356<a name="l00488"></a>00488
357<a name="l00490"></a>00490 <span class="keyword">template</span> &lt;<span class="keyword">class</span> EPDF&gt;
358<a name="l00491"></a><a class="code" href="classbdm_1_1mpdf__internal.html">00491</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1mpdf__internal.html" title="Mpdf with internal epdf that is modified by function condition.">mpdf_internal</a>: <span class="keyword">public</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a>
359<a name="l00492"></a>00492 {
360<a name="l00493"></a>00493         <span class="keyword">protected</span> :
361<a name="l00495"></a><a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468">00495</a>                 EPDF <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>;
362<a name="l00496"></a>00496         <span class="keyword">public</span>:
363<a name="l00498"></a><a class="code" href="classbdm_1_1mpdf__internal.html#e054b86262261abe0724f5890218689f">00498</a>                 <a class="code" href="classbdm_1_1mpdf__internal.html#e054b86262261abe0724f5890218689f" title="constructor">mpdf_internal</a>() : <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a>(), <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>() {<a class="code" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a> (<a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>);}
364<a name="l00501"></a><a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">00501</a>                 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">condition</a> (<span class="keyword">const</span> vec &amp;cond) {
365<a name="l00502"></a>00502                         it_error (<span class="stringliteral">"Not implemented"</span>);
366<a name="l00503"></a>00503                 };
367<a name="l00505"></a><a class="code" href="classbdm_1_1mpdf__internal.html#6b4d1cb8d7e230e313b4f0c905874d5a">00505</a>                 EPDF&amp; <a class="code" href="classbdm_1_1mpdf__internal.html#6b4d1cb8d7e230e313b4f0c905874d5a" title="access function to iepdf">e</a>() {<span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>;}
368<a name="l00506"></a>00506
369<a name="l00508"></a>00508                 vec <a class="code" href="classbdm_1_1mpdf__internal.html#d8e547695d1cc19219b91164d825c930" title="Reimplements samplecond using condition().">samplecond</a> (<span class="keyword">const</span> vec &amp;cond);
370<a name="l00510"></a>00510                 <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mpdf__internal.html#89076e62b8d7df7616bad68c94591948" title="Reimplements evallogcond using condition().">evallogcond</a> (<span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond);
371<a name="l00512"></a>00512                 <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c" title="Efficient version of evallogcond for matrices.">evallogcond_m</a> (<span class="keyword">const</span> mat &amp;Dt, <span class="keyword">const</span> vec &amp;cond);
372<a name="l00514"></a>00514                 <span class="keyword">virtual</span> vec <a class="code" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c" title="Efficient version of evallogcond for matrices.">evallogcond_m</a> (<span class="keyword">const</span> Array&lt;vec&gt; &amp;Dt, <span class="keyword">const</span> vec &amp;cond);
373<a name="l00516"></a>00516                 <span class="keyword">virtual</span> mat <a class="code" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823" title="Efficient version of samplecond.">samplecond_m</a> (<span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">int</span> N);
374<a name="l00517"></a>00517 };
375<a name="l00518"></a>00518
376<a name="l00544"></a><a class="code" href="classbdm_1_1datalink.html">00544</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>
377<a name="l00545"></a>00545 {
378<a name="l00546"></a>00546         <span class="keyword">protected</span>:
379<a name="l00548"></a><a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c">00548</a>                 <span class="keywordtype">int</span> <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a>;
380<a name="l00549"></a>00549
381<a name="l00551"></a><a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045">00551</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>;
382<a name="l00552"></a>00552
383<a name="l00554"></a><a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb">00554</a>                 ivec <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices of the upper val">v2v_up</a>;
384<a name="l00555"></a>00555
385<a name="l00556"></a>00556         <span class="keyword">public</span>:
386<a name="l00558"></a><a class="code" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2">00558</a>                 <a class="code" href="classbdm_1_1datalink.html#b8b5d5074fc1310a37c3713d58b900e2" title="Constructor.">datalink</a>() : <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a> (0), <a class="code" href="classbdm_1_1datalink.html#0f0d0af6848114d96108d3a6af25a045" title="Remember how long val of &amp;quot;Up&amp;quot; should be.">upsize</a> (0) { }
387<a name="l00560"></a><a class="code" href="classbdm_1_1datalink.html#4016403730eb742462614d60393565cd">00560</a>                 <a class="code" href="classbdm_1_1datalink.html#4016403730eb742462614d60393565cd" title="Conevnience 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) {
388<a name="l00561"></a>00561                         <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);
389<a name="l00562"></a>00562                 }
390<a name="l00563"></a>00563
391<a name="l00565"></a><a class="code" href="classbdm_1_1datalink.html#fb8337aac8329eb0ca96bfb3ff73ec67">00565</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) {
392<a name="l00566"></a>00566                         <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>();
393<a name="l00567"></a>00567                         <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>();
394<a name="l00568"></a>00568                         <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices of the upper val">v2v_up</a> = rv.<a class="code" href="classbdm_1_1RV.html#cbebdb5e0d30101a6eb63550ef701c55">dataind</a> (rv_up);
395<a name="l00569"></a>00569
396<a name="l00570"></a>00570                         it_assert_debug (<a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices 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>);
397<a name="l00571"></a>00571                 }
398<a name="l00572"></a>00572
399<a name="l00574"></a><a class="code" href="classbdm_1_1datalink.html#724486a37002e7a3a73366c3af9b82ad">00574</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink.html#724486a37002e7a3a73366c3af9b82ad" title="set connection using indices">set_connection</a> (<span class="keywordtype">int</span> ds, <span class="keywordtype">int</span> us, <span class="keyword">const</span> ivec &amp;upind) {
400<a name="l00575"></a>00575                         <a class="code" href="classbdm_1_1datalink.html#bc8ff50395fc1066a1e486dea18d987c" title="Remember how long val should be.">downsize</a> = ds;
401<a name="l00576"></a>00576                         <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;
402<a name="l00577"></a>00577                         <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices of the upper val">v2v_up</a> = upind;
403<a name="l00578"></a>00578
404<a name="l00579"></a>00579                         it_assert_debug (<a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices 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>);
405<a name="l00580"></a>00580                 }
406<a name="l00581"></a>00581
407<a name="l00583"></a><a class="code" href="classbdm_1_1datalink.html#5b5368c3899eed2f670d09142c2548e5">00583</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) {
408<a name="l00584"></a>00584                         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>);
409<a name="l00585"></a>00585                         <span class="keywordflow">return</span> get_vec (val_up, <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices of the upper val">v2v_up</a>);
410<a name="l00586"></a>00586                 }
411<a name="l00587"></a>00587
412<a name="l00589"></a><a class="code" href="classbdm_1_1datalink.html#610e966f2edb1fcd6a5b28267c571793">00589</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) {
413<a name="l00590"></a>00590                         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>);
414<a name="l00591"></a>00591                         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>);
415<a name="l00592"></a>00592                         set_subvector (val_up, <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices of the upper val">v2v_up</a>, val);
416<a name="l00593"></a>00593                 }
417<a name="l00594"></a>00594 };
418<a name="l00595"></a>00595
419<a name="l00597"></a><a class="code" href="classbdm_1_1datalink__m2e.html">00597</a> <span class="keyword">class </span><a class="code" href="classbdm_1_1datalink__m2e.html" title="Data link with a condition.">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>
420<a name="l00598"></a>00598 {
421<a name="l00599"></a>00599         <span class="keyword">protected</span>:
422<a name="l00601"></a><a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9">00601</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>;
423<a name="l00602"></a>00602
424<a name="l00604"></a><a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783">00604</a>                 ivec <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indices of the upper val">v2c_up</a>;
425<a name="l00605"></a>00605
426<a name="l00607"></a><a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc">00607</a>                 ivec <a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, indices of the local cond">v2c_lo</a>;
427<a name="l00608"></a>00608
428<a name="l00609"></a>00609         <span class="keyword">public</span>:
429<a name="l00611"></a><a class="code" href="classbdm_1_1datalink__m2e.html#5ad951e9cf850c9bfe4e492e91a50af6">00611</a>                 <a class="code" href="classbdm_1_1datalink__m2e.html#5ad951e9cf850c9bfe4e492e91a50af6" title="Constructor.">datalink_m2e</a>() : <a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a> (0) { }
430<a name="l00613"></a><a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0">00613</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0" title="Set connection between vectors.">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) {
431<a name="l00614"></a>00614                         <a class="code" href="classbdm_1_1datalink__m2e.html#add918bf877c48714cff51ee4ad989b0" title="Set connection between vectors.">datalink::set_connection</a> (rv, rv_up);
432<a name="l00615"></a>00615                         <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>();
433<a name="l00616"></a>00616                         <span class="comment">//establish v2c connection</span>
434<a name="l00617"></a>00617                         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, indices of the local cond">v2c_lo</a>, <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indices of the upper val">v2c_up</a>);
435<a name="l00618"></a>00618                 }
436<a name="l00619"></a>00619
437<a name="l00621"></a><a class="code" href="classbdm_1_1datalink__m2e.html#7ba850822e3cf9a4b079afc7e7c01703">00621</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) {
438<a name="l00622"></a>00622                         vec tmp (<a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a>);
439<a name="l00623"></a>00623                         set_subvector (tmp, <a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, indices 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, indices of the upper val">v2c_up</a>));
440<a name="l00624"></a>00624                         <span class="keywordflow">return</span> tmp;
441<a name="l00625"></a>00625                 }
442<a name="l00627"></a><a class="code" href="classbdm_1_1datalink__m2e.html#b29bc3c7bf2a1d87e77ccaa793d097d5">00627</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink__m2e.html#b29bc3c7bf2a1d87e77ccaa793d097d5" title="Copy corresponding values to Up.condition.">pushup_cond</a> (vec &amp;val_up, <span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond) {
443<a name="l00628"></a>00628                         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>);
444<a name="l00629"></a>00629                         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>);
445<a name="l00630"></a>00630                         set_subvector (val_up, <a class="code" href="classbdm_1_1datalink.html#240b37d793c6bdc32824ed0a0541b1eb" title="val-to-val link, indices of the upper val">v2v_up</a>, val);
446<a name="l00631"></a>00631                         set_subvector (val_up, <a class="code" href="classbdm_1_1datalink__m2e.html#43fe3e2d7aa04134053ec15793722783" title="upper_val-to-local_cond link, indices of the upper val">v2c_up</a>, cond);
447<a name="l00632"></a>00632                 }
448<a name="l00633"></a>00633 };
449<a name="l00634"></a>00634
450<a name="l00637"></a><a class="code" href="classbdm_1_1datalink__m2m.html">00637</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 with a condition.">datalink_m2e</a>
451<a name="l00638"></a>00638 {
452<a name="l00639"></a>00639         <span class="keyword">protected</span>:
453<a name="l00641"></a><a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d">00641</a>                 ivec <a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d" title="cond-to-cond link, indices of the upper cond">c2c_up</a>;
454<a name="l00643"></a><a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5">00643</a>                 ivec <a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indices of the local cond">c2c_lo</a>;
455<a name="l00644"></a>00644
456<a name="l00645"></a>00645         <span class="keyword">public</span>:
457<a name="l00647"></a><a class="code" href="classbdm_1_1datalink__m2m.html#3baed32cb66f0e2f731032cec0a4d287">00647</a>                 <a class="code" href="classbdm_1_1datalink__m2m.html#3baed32cb66f0e2f731032cec0a4d287" title="Constructor.">datalink_m2m</a>() {};
458<a name="l00649"></a><a class="code" href="classbdm_1_1datalink__m2m.html#0ed49a99e8a3be264b952558b6f515d4">00649</a>                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1datalink__m2m.html#0ed49a99e8a3be264b952558b6f515d4" title="Set connection between the vectors.">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, <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) {
459<a name="l00650"></a>00650                         <a class="code" href="classbdm_1_1datalink__m2m.html#0ed49a99e8a3be264b952558b6f515d4" title="Set connection between the vectors.">datalink_m2e::set_connection</a> (rv, rvc, rv_up);
460<a name="l00651"></a>00651                         <span class="comment">//establish c2c connection</span>
461<a name="l00652"></a>00652                         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, indices of the local cond">c2c_lo</a>, <a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d" title="cond-to-cond link, indices of the upper cond">c2c_up</a>);
462<a name="l00653"></a>00653                         it_assert_debug (<a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indices 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, indices 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>);
463<a name="l00654"></a>00654                 }
464<a name="l00655"></a>00655
465<a name="l00657"></a><a class="code" href="classbdm_1_1datalink__m2m.html#911fb7fcfa80d4e31db8e0cc03141a90">00657</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) {
466<a name="l00658"></a>00658                         vec tmp (<a class="code" href="classbdm_1_1datalink__m2e.html#3fb26525e0bfa7932a37c5cd404801f9" title="Remember how long cond should be.">condsize</a>);
467<a name="l00659"></a>00659                         set_subvector (tmp, <a class="code" href="classbdm_1_1datalink__m2e.html#9e0048d87bda78e9b8d38761440c7abc" title="upper_val-to-local_cond link, indices 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, indices of the upper val">v2c_up</a>));
468<a name="l00660"></a>00660                         set_subvector (tmp, <a class="code" href="classbdm_1_1datalink__m2m.html#0ea05c47de4538b7042ff878e6e309a5" title="cond-to-cond link, indices of the local cond">c2c_lo</a>, cond_up (<a class="code" href="classbdm_1_1datalink__m2m.html#d64dda6f92654628276bbcebb7600d0d" title="cond-to-cond link, indices of the upper cond">c2c_up</a>));
469<a name="l00661"></a>00661                         <span class="keywordflow">return</span> tmp;
470<a name="l00662"></a>00662                 }
471<a name="l00664"></a>00664
472<a name="l00665"></a>00665 };
473<a name="l00666"></a>00666
474<a name="l00672"></a><a class="code" href="classbdm_1_1logger.html">00672</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_1root.html" title="Root class of BDM objects.">root</a>
475<a name="l00673"></a>00673 {
476<a name="l00674"></a>00674         <span class="keyword">protected</span>:
477<a name="l00676"></a><a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f">00676</a>                 Array&lt;RV&gt; <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a>;
478<a name="l00678"></a><a class="code" href="classbdm_1_1logger.html#68ca1f05cf3d414ba0f39211977b8d02">00678</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>;
479<a name="l00679"></a>00679         <span class="keyword">public</span>:
480<a name="l00681"></a><a class="code" href="classbdm_1_1logger.html#f9c2fe7db5ddbda0098a4a5bd2c29fbf">00681</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) {}
481<a name="l00682"></a>00682
482<a name="l00685"></a><a class="code" href="classbdm_1_1logger.html#47aa3b098a81d02a8ffaea2c9fa09ac7">00685</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>) {
483<a name="l00686"></a>00686                         <span class="keywordtype">int</span> id;
484<a name="l00687"></a>00687                         <span class="keywordflow">if</span> (rv._dsize() &gt; 0) {
485<a name="l00688"></a>00688                                 <span class="keywordtype">id</span> = <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a>.length();
486<a name="l00689"></a>00689                                 <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>
487<a name="l00690"></a>00690                                 <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>);
488<a name="l00691"></a>00691                                 <a class="code" href="classbdm_1_1logger.html#c54566a4554089443a20b2a49ed1a61f" title="RVs of all logged variables.">entries</a> (<span class="keywordtype">id</span>) = rv;
489<a name="l00692"></a>00692                         } <span class="keywordflow">else</span> {
490<a name="l00693"></a>00693                                 <span class="keywordtype">id</span> = -1;
491<a name="l00694"></a>00694                         }
492<a name="l00695"></a>00695                         <span class="keywordflow">return</span> id; <span class="comment">// identifier of the last entry</span>
493<a name="l00696"></a>00696                 }
494<a name="l00697"></a>00697
495<a name="l00699"></a>00699                 <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;
496<a name="l00701"></a>00701                 <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;
497<a name="l00702"></a>00702
498<a name="l00704"></a>00704                 <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;
499<a name="l00705"></a>00705
500<a name="l00707"></a><a class="code" href="classbdm_1_1logger.html#0e3fc7d13e23a8f71fc7c8a5ea68559d">00707</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>() {};
501<a name="l00708"></a>00708
502<a name="l00710"></a><a class="code" href="classbdm_1_1logger.html#cd6291a73491f755dc7bc88d022eb2fc">00710</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>() {};
503<a name="l00711"></a>00711
504<a name="l00712"></a>00712 };
505<a name="l00713"></a>00713
506<a name="l00717"></a><a class="code" href="classbdm_1_1mepdf.html">00717</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 , where  is random variable, rv, and...">mpdf</a>
507<a name="l00718"></a>00718 {
508<a name="l00720"></a>00720                 <a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> iepdf;
509<a name="l00721"></a>00721         <span class="keyword">public</span>:
510<a name="l00723"></a><a class="code" href="classbdm_1_1mepdf.html#4a2b01e7bb510c6b8946757cae6c9155">00723</a>                 <a class="code" href="classbdm_1_1mepdf.html#4a2b01e7bb510c6b8946757cae6c9155" title="Default constructor.">mepdf</a>() { }
511<a name="l00725"></a><a class="code" href="classbdm_1_1mepdf.html#1f94e70702ff676f53d95ca7ec38e25c">00725</a>                 <a class="code" href="classbdm_1_1mepdf.html#1f94e70702ff676f53d95ca7ec38e25c" title="Set internal shared pointer.">mepdf</a> (<a class="code" href="classbdm_1_1shared__ptr.html">shared_ptr&lt;epdf&gt;</a> em) {
512<a name="l00726"></a>00726                         iepdf = em;
513<a name="l00727"></a>00727                         <a class="code" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e" title="set internal pointer ep to point to given iepdf ">set_ep</a> (*iepdf.<a class="code" href="classbdm_1_1shared__ptr.html#37ebcfb6750dd7b5630f1d2354c07a96">get</a>());
514<a name="l00728"></a>00728                         <a class="code" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6" title="dimension of the condition">dimc</a> = 0;
515<a name="l00729"></a>00729                 }
516<a name="l00730"></a>00730
517<a name="l00732"></a><a class="code" href="classbdm_1_1mepdf.html#b904a90ef78294040b498717cc13015e">00732</a>                 vec <a class="code" href="classbdm_1_1mepdf.html#b904a90ef78294040b498717cc13015e" title="empty">samplecond</a>(<span class="keyword">const</span> vec &amp;cond){<span class="keywordflow">return</span> iepdf-&gt;sample();}
518<a name="l00733"></a><a class="code" href="classbdm_1_1mepdf.html#57decd7718f3789e9d1f10f19def935b">00733</a>                 <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mepdf.html#57decd7718f3789e9d1f10f19def935b" title="Shortcut for conditioning and evaluation of the internal epdf. In some cases, this...">evallogcond</a>(<span class="keyword">const</span> vec &amp;val, <span class="keyword">const</span> vec &amp;cond){<span class="keywordflow">return</span> iepdf-&gt;evallog(val);}
519<a name="l00734"></a>00734
520<a name="l00742"></a>00742                 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1mepdf.html#27ef18a3e3b1b5de02739d1324bf25fb">from_setting</a> (<span class="keyword">const</span> Setting &amp;<span class="keyword">set</span>);
521<a name="l00743"></a>00743 };
522<a name="l00744"></a>00744 <a class="code" href="user__info_8h.html#4f9de2f17e844047726487b99def99c6" title="Macro for registration of class into map of user-infos, registered class is scriptable...">UIREGISTER</a> (mepdf);
523<a name="l00745"></a>00745 SHAREDPTR (mepdf);
524<a name="l00746"></a>00746
525<a name="l00748"></a>00748 RV get_composite_rv ( <span class="keyword">const</span> Array&lt;shared_ptr&lt;mpdf&gt; &gt; &amp;mpdfs, <span class="keywordtype">bool</span> checkoverlap = <span class="keyword">false</span> );
526<a name="l00749"></a>00749
527<a name="l00757"></a><a class="code" href="classbdm_1_1DS.html">00757</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_1root.html" title="Root class of BDM objects.">root</a>
528<a name="l00758"></a>00758 {
529<a name="l00759"></a>00759         <span class="keyword">protected</span>:
530<a name="l00760"></a>00760                 <span class="keywordtype">int</span> dtsize;
531<a name="l00761"></a>00761                 <span class="keywordtype">int</span> utsize;
532<a name="l00763"></a><a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec">00763</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>;
533<a name="l00765"></a><a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702">00765</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>
534<a name="l00767"></a><a class="code" href="classbdm_1_1DS.html#b4b7bdb9d98a11ab587aa0ad803bb867">00767</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;
535<a name="l00768"></a>00768         <span class="keyword">public</span>:
536<a name="l00770"></a><a class="code" href="classbdm_1_1DS.html#bedd82e08ae6686b4b1732a122c2201a">00770</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>() {};
537<a name="l00772"></a><a class="code" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba">00772</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) {
538<a name="l00773"></a>00773                         it_error (<span class="stringliteral">"abstract class"</span>);
539<a name="l00774"></a>00774                 };
540<a name="l00776"></a><a class="code" href="classbdm_1_1DS.html#a0bf451c7fea73ff4150ff9e83da4832">00776</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) {
541<a name="l00777"></a>00777                         it_error (<span class="stringliteral">"abstract class"</span>);
542<a name="l00778"></a>00778                 };
543<a name="l00780"></a><a class="code" href="classbdm_1_1DS.html#f5baeee8528e5e4c5c7a344b2e3f192a">00780</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) {
544<a name="l00781"></a>00781                         it_error (<span class="stringliteral">"abstract class"</span>);
545<a name="l00782"></a>00782                 };
546<a name="l00784"></a><a class="code" href="classbdm_1_1DS.html#6bced13f84f6bf04449728817e049e1d">00784</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) {
547<a name="l00785"></a>00785                         it_error (<span class="stringliteral">"abstract class"</span>);
548<a name="l00786"></a>00786                 };
549<a name="l00787"></a>00787
550<a name="l00789"></a>00789                 <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;
551<a name="l00790"></a>00790
552<a name="l00792"></a><a class="code" href="classbdm_1_1DS.html#3c9e417d85052396fe74c164857ee67e">00792</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) {
553<a name="l00793"></a>00793                         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>);
554<a name="l00794"></a>00794                         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>);
555<a name="l00795"></a>00795
556<a name="l00796"></a>00796                         <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>);
557<a name="l00797"></a>00797                         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>);
558<a name="l00798"></a>00798                 }
559<a name="l00800"></a><a class="code" href="classbdm_1_1DS.html#e03d2c93cddd5c3a03107ddd3ae999cf">00800</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) {
560<a name="l00801"></a>00801                         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>());
561<a name="l00802"></a>00802                         <a class="code" href="classbdm_1_1DS.html#c1ec862dec7164fee3284c6f9a51b0ba" title="Returns full vector of observed data=[output, input].">getdata</a> (tmp);
562<a name="l00803"></a>00803                         <span class="comment">// d is first in getdata</span>
563<a name="l00804"></a>00804                         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>()));
564<a name="l00805"></a>00805                         <span class="comment">// u follows after d in getdata</span>
565<a name="l00806"></a>00806                         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>()));
566<a name="l00807"></a>00807                 }
567<a name="l00809"></a><a class="code" href="classbdm_1_1DS.html#ed2113851294ed96abe60fc3f05aa660">00809</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>{
568<a name="l00810"></a>00810                         <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>);
569<a name="l00811"></a>00811                 }
570<a name="l00813"></a><a class="code" href="classbdm_1_1DS.html#a6a9a375da64c82fc227bda3418a1f33">00813</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>{
571<a name="l00814"></a>00814                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a>;
572<a name="l00815"></a>00815                 }
573<a name="l00817"></a><a class="code" href="classbdm_1_1DS.html#821297dfd839d68691324f024e57252f">00817</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) {
574<a name="l00818"></a>00818                         <a class="code" href="classbdm_1_1DS.html#d8db125ac35f3b8eeb773fc9a4cb45ec" title="Description of data returned by getdata().">Drv</a> = drv;
575<a name="l00819"></a>00819                         <a class="code" href="classbdm_1_1DS.html#9ac5970128fd39f4f6226723cd1de702" title="Description of data witten by by write().">Urv</a> = urv;
576<a name="l00820"></a>00820                 }
577<a name="l00821"></a>00821 };
578<a name="l00822"></a>00822
579<a name="l00844"></a><a class="code" href="classbdm_1_1BM.html">00844</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_1root.html" title="Root class of BDM objects.">root</a>
580<a name="l00845"></a>00845 {
581<a name="l00846"></a>00846         <span class="keyword">protected</span>:
582<a name="l00848"></a><a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">00848</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>;
583<a name="l00850"></a><a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">00850</a>                 <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a>;
584<a name="l00852"></a><a class="code" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">00852</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>;
585<a name="l00853"></a>00853         <span class="keyword">public</span>:
586<a name="l00856"></a>00856
587<a name="l00857"></a>00857                 <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) {
588<a name="l00858"></a>00858                         <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>
589<a name="l00859"></a>00859                         <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;
590<a name="l00860"></a>00860                         <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>
591<a name="l00861"></a>00861                 };
592<a name="l00862"></a>00862                 <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>) {}
593<a name="l00865"></a><a class="code" href="classbdm_1_1BM.html#40f01563651c1e4fe926189e41a6b8ab">00865</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>{
594<a name="l00866"></a>00866                         <span class="keywordflow">return</span> NULL;
595<a name="l00867"></a>00867                 };
596<a name="l00869"></a>00869
597<a name="l00872"></a>00872
598<a name="l00876"></a>00876                 <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;
599<a name="l00878"></a>00878                 <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);
600<a name="l00881"></a><a class="code" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">00881</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>{
601<a name="l00882"></a>00882                         it_error (<span class="stringliteral">"Not implemented"</span>);
602<a name="l00883"></a>00883                         <span class="keywordflow">return</span> 0.0;
603<a name="l00884"></a>00884                 }
604<a name="l00886"></a><a class="code" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae">00886</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>{
605<a name="l00887"></a>00887                         vec tmp (dt.cols());
606<a name="l00888"></a>00888                         <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; dt.cols(); i++) {
607<a name="l00889"></a>00889                                 tmp (i) = <a class="code" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (dt.get_col (i));
608<a name="l00890"></a>00890                         }
609<a name="l00891"></a>00891                         <span class="keywordflow">return</span> tmp;
610<a name="l00892"></a>00892                 }
611<a name="l00893"></a>00893
612<a name="l00895"></a><a class="code" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">00895</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>{
613<a name="l00896"></a>00896                         it_error (<span class="stringliteral">"Not implemented"</span>);
614<a name="l00897"></a>00897                         <span class="keywordflow">return</span> NULL;
615<a name="l00898"></a>00898                 };
616<a name="l00900"></a><a class="code" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">00900</a>                 <span class="keyword">virtual</span> <a class="code" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling , where  is random variable, rv, and...">mpdf</a>* <a class="code" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912" title="Constructs conditional density of 1-step ahead predictor .">predictor</a>()<span class="keyword"> const </span>{
617<a name="l00901"></a>00901                         it_error (<span class="stringliteral">"Not implemented"</span>);
618<a name="l00902"></a>00902                         <span class="keywordflow">return</span> NULL;
619<a name="l00903"></a>00903                 };
620<a name="l00905"></a>00905
621<a name="l00910"></a>00910
622<a name="l00912"></a><a class="code" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">00912</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#de95c590d650b2db423d53992f0906cb" title="Name of extension variable.">rvc</a>;
623<a name="l00914"></a><a class="code" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">00914</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>{
624<a name="l00915"></a>00915                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb" title="Name of extension variable.">rvc</a>;
625<a name="l00916"></a>00916                 }
626<a name="l00917"></a>00917
627<a name="l00919"></a><a class="code" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4">00919</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) {
628<a name="l00920"></a>00920                         it_error (<span class="stringliteral">"Not implemented!"</span>);
629<a name="l00921"></a>00921                 };
630<a name="l00922"></a>00922
631<a name="l00924"></a>00924
632<a name="l00925"></a>00925
633<a name="l00928"></a>00928
634<a name="l00929"></a>00929                 <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>{
635<a name="l00930"></a>00930                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a>;
636<a name="l00931"></a>00931                 }
637<a name="l00932"></a>00932                 <span class="keywordtype">void</span> set_drv (<span class="keyword">const</span> RV &amp;rv) {
638<a name="l00933"></a>00933                         <a class="code" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed" title="Random variable of the data (optional).">drv</a> = rv;
639<a name="l00934"></a>00934                 }
640<a name="l00935"></a>00935                 <span class="keywordtype">void</span> set_rv (<span class="keyword">const</span> RV &amp;rv) {
641<a name="l00936"></a>00936                         <span class="keyword">const_cast&lt;</span>epdf&amp;<span class="keyword">&gt;</span> (posterior()).set_rv (rv);
642<a name="l00937"></a>00937                 }
643<a name="l00938"></a>00938                 <span class="keywordtype">double</span> _ll()<span class="keyword"> const </span>{
644<a name="l00939"></a>00939                         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a" title="Logarithm of marginalized data likelihood.">ll</a>;
645<a name="l00940"></a>00940                 }
646<a name="l00941"></a>00941                 <span class="keywordtype">void</span> set_evalll (<span class="keywordtype">bool</span> evl0) {
647<a name="l00942"></a>00942                         <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;
648<a name="l00943"></a>00943                 }
649<a name="l00944"></a>00944                 <span class="keyword">virtual</span> <span class="keyword">const</span> epdf&amp; posterior() <span class="keyword">const</span> = 0;
650<a name="l00946"></a>00946
651<a name="l00949"></a>00949
652<a name="l00951"></a><a class="code" href="classbdm_1_1BM.html#adb539fa2585c8a2a91c54e5aebf330e">00951</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) {
653<a name="l00952"></a>00952                         <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;
654<a name="l00953"></a>00953                         <span class="keywordflow">if</span> (opt.find (<span class="stringliteral">"logbounds"</span>) != string::npos) {
655<a name="l00954"></a>00954                                 <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;
656<a name="l00955"></a>00955                                 <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;
657<a name="l00956"></a>00956                         }
658<a name="l00957"></a>00957                         <span class="keywordflow">if</span> (opt.find (<span class="stringliteral">"logll"</span>) != string::npos) {
659<a name="l00958"></a>00958                                 <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;
660<a name="l00959"></a>00959                         }
661<a name="l00960"></a>00960                 }
662<a name="l00962"></a><a class="code" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">00962</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>;
663<a name="l00963"></a>00963
664<a name="l00965"></a><a class="code" href="classbdm_1_1BM.html#398b7e7a162cf37d0022d6126495f207">00965</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>;
665<a name="l00967"></a><a class="code" href="classbdm_1_1BM.html#2298ca6af9b13a78a4c9e18ab43f1827">00967</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>) {
666<a name="l00968"></a>00968                         <span class="comment">// internal</span>
667<a name="l00969"></a>00969                         <a class="code" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> r;
668<a name="l00970"></a>00970                         <span class="keywordflow">if</span> (posterior().isnamed()) {
669<a name="l00971"></a>00971                                 r = posterior().<a class="code" href="classbdm_1_1epdf.html#a4ab378d5e004c3ff3e2d4e64f7bba21" title="Return name (fails when isnamed is false).">_rv</a>();
670<a name="l00972"></a>00972                         } <span class="keywordflow">else</span> {
671<a name="l00973"></a>00973                                 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());
672<a name="l00974"></a>00974                         };
673<a name="l00975"></a>00975
674<a name="l00976"></a>00976                         <span class="comment">// Add mean value</span>
675<a name="l00977"></a>00977                         <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>);
676<a name="l00978"></a>00978                         <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>);
677<a name="l00979"></a>00979                         <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>);
678<a name="l00980"></a>00980                         <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>
679<a name="l00981"></a>00981                 }
680<a name="l00982"></a>00982                 <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) {
681<a name="l00983"></a>00983                         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());
682<a name="l00984"></a>00984                         <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>
683<a name="l00985"></a>00985                                 vec ub, lb;
684<a name="l00986"></a>00986                                 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);
685<a name="l00987"></a>00987                                 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);
686<a name="l00988"></a>00988                                 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);
687<a name="l00989"></a>00989                         }
688<a name="l00990"></a>00990                         <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>);
689<a name="l00991"></a>00991                 }
690<a name="l00993"></a>00993 };
691<a name="l00994"></a>00994
692<a name="l00995"></a>00995 <span class="keyword">typedef</span> Array&lt;shared_ptr&lt;epdf&gt; &gt; epdf_array;
693<a name="l00996"></a>00996
694<a name="l00997"></a>00997 <span class="keyword">typedef</span> Array&lt;shared_ptr&lt;mpdf&gt; &gt; mpdf_array;
695<a name="l00998"></a>00998
696<a name="l00999"></a>00999 <span class="keyword">template</span>&lt;<span class="keyword">class</span> EPDF&gt;
697<a name="l01000"></a><a class="code" href="classbdm_1_1mpdf__internal.html#d8e547695d1cc19219b91164d825c930">01000</a> vec <a class="code" href="classbdm_1_1mpdf__internal.html#d8e547695d1cc19219b91164d825c930" title="Reimplements samplecond using condition().">mpdf_internal&lt;EPDF&gt;::samplecond</a> (<span class="keyword">const</span> vec &amp;cond)
698<a name="l01001"></a>01001 {
699<a name="l01002"></a>01002         <a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">condition</a> (cond);
700<a name="l01003"></a>01003         vec temp = <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>.sample();
701<a name="l01004"></a>01004         <span class="keywordflow">return</span> temp;
702<a name="l01005"></a>01005 }
703<a name="l01006"></a>01006
704<a name="l01007"></a>01007 <span class="keyword">template</span>&lt;<span class="keyword">class</span> EPDF&gt;
705<a name="l01008"></a><a class="code" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">01008</a> mat <a class="code" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823" title="Efficient version of samplecond.">mpdf_internal&lt;EPDF&gt;::samplecond_m</a> (<span class="keyword">const</span> vec &amp;cond, <span class="keywordtype">int</span> N)
706<a name="l01009"></a>01009 {
707<a name="l01010"></a>01010         <a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">condition</a> (cond);
708<a name="l01011"></a>01011         mat temp (dimension(), N);
709<a name="l01012"></a>01012         vec smp (dimension());
710<a name="l01013"></a>01013         <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; N; i++) {
711<a name="l01014"></a>01014                 smp = <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>.sample();
712<a name="l01015"></a>01015                 temp.set_col (i, smp);
713<a name="l01016"></a>01016         }
714<a name="l01017"></a>01017
715<a name="l01018"></a>01018         <span class="keywordflow">return</span> temp;
716<a name="l01019"></a>01019 }
717<a name="l01020"></a>01020
718<a name="l01021"></a>01021 <span class="keyword">template</span>&lt;<span class="keyword">class</span> EPDF&gt;
719<a name="l01022"></a><a class="code" href="classbdm_1_1mpdf__internal.html#89076e62b8d7df7616bad68c94591948">01022</a> <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1mpdf__internal.html#89076e62b8d7df7616bad68c94591948" title="Reimplements evallogcond using condition().">mpdf_internal&lt;EPDF&gt;::evallogcond</a> (<span class="keyword">const</span> vec &amp;dt, <span class="keyword">const</span> vec &amp;cond)
720<a name="l01023"></a>01023 {
721<a name="l01024"></a>01024         <span class="keywordtype">double</span> tmp;
722<a name="l01025"></a>01025         <a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">condition</a> (cond);
723<a name="l01026"></a>01026         tmp = <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>.evallog (dt);
724<a name="l01027"></a>01027         <span class="comment">// it_assert_debug(std::isfinite(tmp), "Infinite value");</span>
725<a name="l01028"></a>01028         <span class="keywordflow">return</span> tmp;
726<a name="l01029"></a>01029 }
727<a name="l01030"></a>01030
728<a name="l01031"></a>01031 <span class="keyword">template</span>&lt;<span class="keyword">class</span> EPDF&gt;
729<a name="l01032"></a><a class="code" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c">01032</a> vec <a class="code" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c" title="Efficient version of evallogcond for matrices.">mpdf_internal&lt;EPDF&gt;::evallogcond_m</a> (<span class="keyword">const</span> mat &amp;Dt, <span class="keyword">const</span> vec &amp;cond)
730<a name="l01033"></a>01033 {
731<a name="l01034"></a>01034         <a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">condition</a> (cond);
732<a name="l01035"></a>01035         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>.evallog_m (Dt);
733<a name="l01036"></a>01036 }
734<a name="l01037"></a>01037
735<a name="l01038"></a>01038 <span class="keyword">template</span>&lt;<span class="keyword">class</span> EPDF&gt;
736<a name="l01039"></a><a class="code" href="classbdm_1_1mpdf__internal.html#e82db07ce8af02f29cfd81e014edb3db">01039</a> vec <a class="code" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c" title="Efficient version of evallogcond for matrices.">mpdf_internal&lt;EPDF&gt;::evallogcond_m</a> (<span class="keyword">const</span> Array&lt;vec&gt; &amp;Dt, <span class="keyword">const</span> vec &amp;cond)
737<a name="l01040"></a>01040 {
738<a name="l01041"></a>01041         <a class="code" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">condition</a> (cond);
739<a name="l01042"></a>01042         <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468" title="Internal epdf used for sampling.">iepdf</a>.evallog_m (Dt);
740<a name="l01043"></a>01043 }
741<a name="l01044"></a>01044
742<a name="l01045"></a>01045 }; <span class="comment">//namespace</span>
743<a name="l01046"></a>01046 <span class="preprocessor">#endif // BDMBASE_H</span>
744</pre></div></div>
745<hr size="1"><address style="text-align: right;"><small>Generated on Sun Aug 16 17:58:18 2009 for mixpp by&nbsp;
746<a href="http://www.doxygen.org/index.html">
747<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
748</body>
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