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54      <li class="current"><a href="annotated.html"><span>Classes</span></a></li>
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66  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1mprod.html">mprod</a>
67  </div>
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69<div class="contents">
70<h1>bdm::mprod Class Reference</h1><!-- doxytag: class="bdm::mprod" --><!-- doxytag: inherits="bdm::mpdf" -->Chain rule decomposition of <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>. 
71<a href="#_details">More...</a>
72<p>
73<code>#include &lt;<a class="el" href="emix_8h_source.html">emix.h</a>&gt;</code>
74<p>
75
76<p>
77<a href="classbdm_1_1mprod-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
78<tr><td></td></tr>
79<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
80<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fed864cdd0e724d9133e6c6bfcacf94b"></a><!-- doxytag: member="bdm::mprod::mprod" ref="fed864cdd0e724d9133e6c6bfcacf94b" args="()" -->
81&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#fed864cdd0e724d9133e6c6bfcacf94b">mprod</a> ()</td></tr>
82
83<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Default constructor. <br></td></tr>
84<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e0d61b25fa0955b2c5fab8c710c42200"></a><!-- doxytag: member="bdm::mprod::mprod" ref="e0d61b25fa0955b2c5fab8c710c42200" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;mFacs)" -->
85&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#e0d61b25fa0955b2c5fab8c710c42200">mprod</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;mFacs)</td></tr>
86
87<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructor from list of mFacs. <br></td></tr>
88<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="acb4cd6d390ef73a4432d0c4993baffa"></a><!-- doxytag: member="bdm::mprod::set_elements" ref="acb4cd6d390ef73a4432d0c4993baffa" args="(const Array&lt; shared_ptr&lt; mpdf &gt; &gt; &amp;mFacs)" -->
89void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#acb4cd6d390ef73a4432d0c4993baffa">set_elements</a> (const Array&lt; <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> &gt; &gt; &amp;mFacs)</td></tr>
90
91<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set internal <code>mpdfs</code> from given values. <br></td></tr>
92<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="800f21d94c919137608a2fd5c88719e2"></a><!-- doxytag: member="bdm::mprod::evallogcond" ref="800f21d94c919137608a2fd5c88719e2" args="(const vec &amp;val, const vec &amp;cond)" -->
93double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#800f21d94c919137608a2fd5c88719e2">evallogcond</a> (const vec &amp;val, const vec &amp;cond)</td></tr>
94
95<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>
96<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e27b359d2572abfa4cc7d8f947848dab"></a><!-- doxytag: member="bdm::mprod::evallogcond_m" ref="e27b359d2572abfa4cc7d8f947848dab" args="(const mat &amp;Dt, const vec &amp;cond)" -->
97vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#e27b359d2572abfa4cc7d8f947848dab">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr>
98
99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr>
100<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e8cdde6056fe20551be1fa460841f5e2"></a><!-- doxytag: member="bdm::mprod::evallogcond_m" ref="e8cdde6056fe20551be1fa460841f5e2" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" -->
101vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#e8cdde6056fe20551be1fa460841f5e2">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr>
102
103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array&lt;vec&gt; version of evallogcond. <br></td></tr>
104<tr><td class="memItemLeft" nowrap align="right" valign="top">vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">samplecond</a> (const vec &amp;cond)</td></tr>
105
106<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_16.png">.  <a href="#ee715a8013acf9892f6cb489db595555"></a><br></td></tr>
107<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#bfa7478f8df1de6d8cd4c349db512831">from_setting</a> (const Setting &amp;set)</td></tr>
108
109<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mprod::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" -->
110virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
111
112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr>
113<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mprod::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
114virtual 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>
115
116<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr>
117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mprod::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" -->
118virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr>
119
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr>
121<tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr>
122<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#6e497d501331057309d2fddf63259d1a">samplecond_m</a> (const vec &amp;cond, int N)</td></tr>
123
124<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#6e497d501331057309d2fddf63259d1a"></a><br></td></tr>
125<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
126<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aa0095f80870f15209bca68a8a7bad8a"></a><!-- doxytag: member="bdm::mprod::_rv" ref="aa0095f80870f15209bca68a8a7bad8a" args="() const " -->
127const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> () const </td></tr>
128
129<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="739d5202899bb56792a547c74e517a11"></a><!-- doxytag: member="bdm::mprod::_rvc" ref="739d5202899bb56792a547c74e517a11" args="() const " -->
130const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> () const </td></tr>
131
132<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eea4a999ed9679181335927e9cb66d28"></a><!-- doxytag: member="bdm::mprod::dimension" ref="eea4a999ed9679181335927e9cb66d28" args="() const " -->
133int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> () const </td></tr>
134
135<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mprod::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" -->
136int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr>
137
138<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr>
139<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mprod::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" -->
140void&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>
141
142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mprod::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" -->
143void&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>
144
145<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mprod::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" -->
146bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr>
147
148<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr>
149<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="147afacb393324bb3f9a7a89e33f835e"></a><!-- doxytag: member="bdm::mprod::set_ep" ref="147afacb393324bb3f9a7a89e33f835e" args="(epdf &amp;iepdf)" -->
150void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#147afacb393324bb3f9a7a89e33f835e">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;<a class="el" href="classbdm_1_1mprod.html#9dab8448f970e2e09f76d14af990990d">iepdf</a>)</td></tr>
151
152<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br></td></tr>
153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7555b377f8b5895c9b759c9628ee3e20"></a><!-- doxytag: member="bdm::mprod::set_ep" ref="7555b377f8b5895c9b759c9628ee3e20" args="(epdf *iepdfp)" -->
154void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7555b377f8b5895c9b759c9628ee3e20">set_ep</a> (<a class="el" href="classbdm_1_1epdf.html">epdf</a> *iepdfp)</td></tr>
155
156<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set internal pointer <code>ep</code> to point to given <code>iepdf</code> <br></td></tr>
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="9dab8448f970e2e09f76d14af990990d"></a><!-- doxytag: member="bdm::mprod::iepdf" ref="9dab8448f970e2e09f76d14af990990d" args="" -->
159<a class="el" href="classbdm_1_1epdf.html">epdf</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mprod.html#9dab8448f970e2e09f76d14af990990d">iepdf</a></td></tr>
160
161<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dummy <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> used only as storage for <a class="el" href="classbdm_1_1RV.html" title="Class representing variables, most often random variables.">RV</a> and dim <br></td></tr>
162<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mprod::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" -->
163int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr>
164
165<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr>
166<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mprod::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" -->
167<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>
168
169<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr>
170</table>
171<hr><a name="_details"></a><h2>Detailed Description</h2>
172Chain rule decomposition of <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a>.
173<p>
174Probability density in the form of Chain-rule decomposition: \[ f(x_1,x_2,x_3) = f(x_1|x_2,x_3)f(x_2,x_3)f(x_3) \] Note that <hr><h2>Member Function Documentation</h2>
175<a class="anchor" name="bfa7478f8df1de6d8cd4c349db512831"></a><!-- doxytag: member="bdm::mprod::from_setting" ref="bfa7478f8df1de6d8cd4c349db512831" 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::mprod::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>=<span class="stringliteral">'mprod'</span>;
193   mpdfs = (..., ...);     <span class="comment">// list of mpdfs in the order of chain rule</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="user__info_8h_source.html#l00451">bdm::UI::get()</a>, and <a class="el" href="emix_8cpp_source.html#l00205">set_elements()</a>.</p>
199
200</div>
201</div><p>
202<a class="anchor" name="ee715a8013acf9892f6cb489db595555"></a><!-- doxytag: member="bdm::mprod::samplecond" ref="ee715a8013acf9892f6cb489db595555" args="(const vec &amp;cond)" -->
203<div class="memitem">
204<div class="memproto">
205      <table class="memname">
206        <tr>
207          <td class="memname">vec bdm::mprod::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]</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_16.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>
228Ugly hack to help to discover if mpfs are not in proper order. Correct solution = check that explicitely.
229<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">bdm::mpdf</a>.</p>
230
231</div>
232</div><p>
233<a class="anchor" name="6e497d501331057309d2fddf63259d1a"></a><!-- doxytag: member="bdm::mprod::samplecond_m" ref="6e497d501331057309d2fddf63259d1a" args="(const vec &amp;cond, int N)" -->
234<div class="memitem">
235<div class="memproto">
236      <table class="memname">
237        <tr>
238          <td class="memname">mat bdm::mpdf::samplecond_m           </td>
239          <td>(</td>
240          <td class="paramtype">const vec &amp;&nbsp;</td>
241          <td class="paramname"> <em>cond</em>, </td>
242        </tr>
243        <tr>
244          <td class="paramkey"></td>
245          <td></td>
246          <td class="paramtype">int&nbsp;</td>
247          <td class="paramname"> <em>N</em></td><td>&nbsp;</td>
248        </tr>
249        <tr>
250          <td></td>
251          <td>)</td>
252          <td></td><td></td><td><code> [virtual, inherited]</code></td>
253        </tr>
254      </table>
255</div>
256<div class="memdoc">
257
258<p>
259Returns.
260<p>
261<dl compact><dt><b>Parameters:</b></dt><dd>
262  <table border="0" cellspacing="2" cellpadding="0">
263    <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_16.png">. </td></tr>
264    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
265  </table>
266</dl>
267
268<p>Reimplemented in <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; EPDF &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; egamma &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; chmat &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; sq_T &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eigamma &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; elognorm &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eiWishartCh &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; enorm&lt; ldmat &gt; &gt;</a>, <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; TEpdf&lt; sq_T &gt; &gt;</a>, and <a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">bdm::mpdf_internal&lt; eDirich &gt;</a>.</p>
269
270<p>References <a class="el" href="bdmbase_8h_source.html#l00489">bdm::mpdf::samplecond()</a>.</p>
271
272</div>
273</div><p>
274<hr>The documentation for this class was generated from the following files:<ul>
275<li><a class="el" href="emix_8h_source.html">emix.h</a><li>emix.cpp</ul>
276</div>
277<hr size="1"><address style="text-align: right;"><small>Generated on Wed Oct 7 17:34:48 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> 1.5.9 </small></address>
280</body>
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