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67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1mepdf.html">mepdf</a>
68  </div>
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70<div class="contents">
71<h1>bdm::mepdf Class Reference</h1><!-- doxytag: class="bdm::mepdf" --><!-- doxytag: inherits="bdm::mpdf" -->Unconditional <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>, allows using <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> in the role of <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>. 
72<a href="#_details">More...</a>
73<p>
74<code>#include &lt;<a class="el" href="bdmbase_8h-source.html">bdmbase.h</a>&gt;</code>
75<p>
76
77<p>
78<a href="classbdm_1_1mepdf-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
79<tr><td></td></tr>
80<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
81<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4a2b01e7bb510c6b8946757cae6c9155"></a><!-- doxytag: member="bdm::mepdf::mepdf" ref="4a2b01e7bb510c6b8946757cae6c9155" args="()" -->
82&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mepdf.html#4a2b01e7bb510c6b8946757cae6c9155">mepdf</a> ()</td></tr>
83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7332d94d6b599e37e307868a7712f6cd"></a><!-- doxytag: member="bdm::mepdf::mepdf" ref="7332d94d6b599e37e307868a7712f6cd" args="(epdf *em, bool owning_ep0=false)" -->
86&nbsp;</td><td class="memItemRight" valign="bottom"><b>mepdf</b> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *em, bool owning_ep0=false)</td></tr>
87
88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="27cc32d1a810516c25bda51ddf886376"></a><!-- doxytag: member="bdm::mepdf::mepdf" ref="27cc32d1a810516c25bda51ddf886376" args="(const epdf *em)" -->
89&nbsp;</td><td class="memItemRight" valign="bottom"><b>mepdf</b> (const <a class="el" href="classbdm_1_1epdf.html">epdf</a> *em)</td></tr>
90
91<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b2b898058169e7ed9a6dc7cd4e1c147c"></a><!-- doxytag: member="bdm::mepdf::condition" ref="b2b898058169e7ed9a6dc7cd4e1c147c" args="(const vec &amp;cond)" -->
92void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mepdf.html#b2b898058169e7ed9a6dc7cd4e1c147c">condition</a> (const vec &amp;cond)</td></tr>
93
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Update <code>ep</code> so that it represents this <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a> conditioned on <code>rvc</code> = cond. <br></td></tr>
95<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mepdf.html#27ef18a3e3b1b5de02739d1324bf25fb">from_setting</a> (const Setting &amp;set)</td></tr>
96
97<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mepdf::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" -->
98virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
99
100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr>
101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mepdf::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
102virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#67d954d255ede776eade7334d4895790">to_setting</a> (Setting &amp;set) const </td></tr>
103
104<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr>
105<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mepdf::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" -->
106virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr>
107
108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr>
109<tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr>
110<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &amp;cond)</td></tr>
111
112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_11.png">.  <a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
113<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
114
115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#afe4185b26baeb03688202e254d3b005"></a><br></td></tr>
116<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6336a8a72462e2a56a3989a220f18b1b"></a><!-- doxytag: member="bdm::mepdf::evallogcond" ref="6336a8a72462e2a56a3989a220f18b1b" args="(const vec &amp;dt, const vec &amp;cond)" -->
117virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#6336a8a72462e2a56a3989a220f18b1b">evallogcond</a> (const vec &amp;dt, const vec &amp;cond)</td></tr>
118
119<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Shortcut for conditioning and evaluation of the internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>. In some cases, this operation can be implemented efficiently. <br></td></tr>
120<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0b0ed1ed663071bb7cf4a1349eb94fcb"></a><!-- doxytag: member="bdm::mepdf::evallogcond_m" ref="0b0ed1ed663071bb7cf4a1349eb94fcb" args="(const mat &amp;Dt, const vec &amp;cond)" -->
121virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#0b0ed1ed663071bb7cf4a1349eb94fcb">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr>
122
123<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr>
124<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2a0d03756f59924fd038980ee60bd904"></a><!-- doxytag: member="bdm::mepdf::evallogcond_m" ref="2a0d03756f59924fd038980ee60bd904" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" -->
125virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#2a0d03756f59924fd038980ee60bd904">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr>
126
127<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array&lt;vec&gt; version of evallogcond. <br></td></tr>
128<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
129<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5571482d150fbcb72cc36f6694ce1a10"></a><!-- doxytag: member="bdm::mepdf::_rv" ref="5571482d150fbcb72cc36f6694ce1a10" args="()" -->
130<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> ()</td></tr>
131
132<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="26001264236846897bd11e4baad47245"></a><!-- doxytag: member="bdm::mepdf::_rvc" ref="26001264236846897bd11e4baad47245" args="()" -->
133<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> ()</td></tr>
134
135<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c2bae3e1e90874e72941863974ec0ed"></a><!-- doxytag: member="bdm::mepdf::dimension" ref="1c2bae3e1e90874e72941863974ec0ed" args="()" -->
136int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> ()</td></tr>
137
138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mepdf::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" -->
139int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr>
140
141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1892fe3933488942253679f068e9e7f6"></a><!-- doxytag: member="bdm::mepdf::_epdf" ref="1892fe3933488942253679f068e9e7f6" args="()" -->
142<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_epdf</b> ()</td></tr>
143
144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="05e843fd11c410a99dad2b88c55aca80"></a><!-- doxytag: member="bdm::mepdf::_e" ref="05e843fd11c410a99dad2b88c55aca80" args="()" -->
145<a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> ()</td></tr>
146
147<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr>
148<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mepdf::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" -->
149void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rvc</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rvc0)</td></tr>
150
151<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mepdf::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" -->
152void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv0)</td></tr>
153
154<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mepdf::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" -->
155bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr>
156
157<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mepdf::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" -->
159int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr>
160
161<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr>
162<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mepdf::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" -->
163<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288">rvc</a></td></tr>
164
165<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr>
166<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5eea43c56d38e4441bfb30270db949c0"></a><!-- doxytag: member="bdm::mepdf::ep" ref="5eea43c56d38e4441bfb30270db949c0" args="" -->
167<a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0">ep</a></td></tr>
168
169<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">pointer to internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> <br></td></tr>
170</table>
171<hr><a name="_details"></a><h2>Detailed Description</h2>
172Unconditional <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>, allows using <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> in the role of <a class="el" href="classbdm_1_1mpdf.html" title="Conditional probability density, e.g. modeling some dependencies.">mpdf</a>.
173<p>
174<hr><h2>Member Function Documentation</h2>
175<a class="anchor" name="27ef18a3e3b1b5de02739d1324bf25fb"></a><!-- doxytag: member="bdm::mepdf::from_setting" ref="27ef18a3e3b1b5de02739d1324bf25fb" args="(const Setting &amp;set)" -->
176<div class="memitem">
177<div class="memproto">
178      <table class="memname">
179        <tr>
180          <td class="memname">void bdm::mepdf::from_setting           </td>
181          <td>(</td>
182          <td class="paramtype">const Setting &amp;&nbsp;</td>
183          <td class="paramname"> <em>set</em>          </td>
184          <td>&nbsp;)&nbsp;</td>
185          <td><code> [inline, virtual]</code></td>
186        </tr>
187      </table>
188</div>
189<div class="memdoc">
190
191<p>
192Load from structure with elements: <div class="fragment"><pre class="fragment"> { <span class="keyword">class </span>= "<a class="code" href="classbdm_1_1mepdf.html#4a2b01e7bb510c6b8946757cae6c9155" title="Default constructor.">mepdf</a>",         
193   epdfs = {<span class="keyword">class</span>=<span class="stringliteral">"epdfs"</span>,...}
194 }
195</pre></div> 
196<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">bdm::mpdf</a>.</p>
197
198<p>References <a class="el" href="bdmbase_8h-source.html#l00348">bdm::mpdf::ep</a>.</p>
199
200</div>
201</div><p>
202<a class="anchor" name="f0c1db6fcbb3aae2dd6123884457a367"></a><!-- doxytag: member="bdm::mepdf::samplecond" ref="f0c1db6fcbb3aae2dd6123884457a367" args="(const vec &amp;cond)" -->
203<div class="memitem">
204<div class="memproto">
205      <table class="memname">
206        <tr>
207          <td class="memname">virtual vec bdm::mpdf::samplecond           </td>
208          <td>(</td>
209          <td class="paramtype">const vec &amp;&nbsp;</td>
210          <td class="paramname"> <em>cond</em>          </td>
211          <td>&nbsp;)&nbsp;</td>
212          <td><code> [inline, virtual, inherited]</code></td>
213        </tr>
214      </table>
215</div>
216<div class="memdoc">
217
218<p>
219Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_11.png">.
220<p>
221<dl compact><dt><b>Parameters:</b></dt><dd>
222  <table border="0" cellspacing="2" cellpadding="0">
223    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
224  </table>
225</dl>
226
227<p>Reimplemented in <a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">bdm::mprod</a>.</p>
228
229<p>References <a class="el" href="bdmbase_8h-source.html#l00376">bdm::mpdf::condition()</a>, <a class="el" href="bdmbase_8h-source.html#l00348">bdm::mpdf::ep</a>, and <a class="el" href="bdmbase_8h-source.html#l00263">bdm::epdf::sample()</a>.</p>
230
231<p>Referenced by <a class="el" href="particles_8h-source.html#l00207">bdm::MPF&lt; BM_T &gt;::bayes()</a>, <a class="el" href="particles_8cpp-source.html#l00007">bdm::PF::bayes()</a>, and <a class="el" href="datasources_8cpp-source.html#l00043">bdm::ArxDS::step()</a>.</p>
232
233</div>
234</div><p>
235<a class="anchor" name="afe4185b26baeb03688202e254d3b005"></a><!-- doxytag: member="bdm::mepdf::samplecond_m" ref="afe4185b26baeb03688202e254d3b005" args="(const vec &amp;cond, int N)" -->
236<div class="memitem">
237<div class="memproto">
238      <table class="memname">
239        <tr>
240          <td class="memname">virtual mat bdm::mpdf::samplecond_m           </td>
241          <td>(</td>
242          <td class="paramtype">const vec &amp;&nbsp;</td>
243          <td class="paramname"> <em>cond</em>, </td>
244        </tr>
245        <tr>
246          <td class="paramkey"></td>
247          <td></td>
248          <td class="paramtype">int&nbsp;</td>
249          <td class="paramname"> <em>N</em></td><td>&nbsp;</td>
250        </tr>
251        <tr>
252          <td></td>
253          <td>)</td>
254          <td></td><td></td><td><code> [inline, virtual, inherited]</code></td>
255        </tr>
256      </table>
257</div>
258<div class="memdoc">
259
260<p>
261Returns.
262<p>
263<dl compact><dt><b>Parameters:</b></dt><dd>
264  <table border="0" cellspacing="2" cellpadding="0">
265    <tr><td valign="top"></td><td valign="top"><em>N</em>&nbsp;</td><td>samples from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_11.png">. </td></tr>
266    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
267  </table>
268</dl>
269
270<p>References <a class="el" href="bdmbase_8h-source.html#l00376">bdm::mpdf::condition()</a>, <a class="el" href="bdmbase_8h-source.html#l00318">bdm::epdf::dimension()</a>, <a class="el" href="bdmbase_8h-source.html#l00348">bdm::mpdf::ep</a>, and <a class="el" href="bdmbase_8h-source.html#l00263">bdm::epdf::sample()</a>.</p>
271
272</div>
273</div><p>
274<hr>The documentation for this class was generated from the following file:<ul>
275<li><a class="el" href="bdmbase_8h-source.html">bdmbase.h</a></ul>
276</div>
277<hr size="1"><address style="text-align: right;"><small>Generated on Wed Jul 1 13:05:57 2009 for mixpp by&nbsp;
278<a href="http://www.doxygen.org/index.html">
279<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
280</body>
281</html>
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