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3<title>mixpp: bdm::mlnorm&lt; sq_T &gt; Class Template Reference</title>
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[271]67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>
[259]68  </div>
69</div>
70<div class="contents">
[290]71<h1>bdm::mlnorm&lt; sq_T &gt; Class Template Reference</h1><!-- doxytag: class="bdm::mlnorm" --><!-- doxytag: inherits="bdm::mEF" -->Normal distributed linear function with linear function of mean value;. 
72<a href="#_details">More...</a>
[259]73<p>
[290]74<code>#include &lt;<a class="el" href="libEF_8h-source.html">libEF.h</a>&gt;</code>
[259]75<p>
[270]76
77<p>
[290]78<a href="classbdm_1_1mlnorm-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
[259]79<tr><td></td></tr>
80<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
[271]81<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#0dafc0196e7e07fd06dc6716e0e18bc2">condition</a> (const vec &amp;cond)</td></tr>
[259]82
83<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="56e587952f94fcac6cfc999eae6dbced"></a><!-- doxytag: member="bdm::mlnorm::_mu_const" ref="56e587952f94fcac6cfc999eae6dbced" args="()" -->
84vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#56e587952f94fcac6cfc999eae6dbced">_mu_const</a> ()</td></tr>
85
86<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
87<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="262a2a486bff585f34bb6a5005b02614"></a><!-- doxytag: member="bdm::mlnorm::_A" ref="262a2a486bff585f34bb6a5005b02614" args="()" -->
88mat &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#262a2a486bff585f34bb6a5005b02614">_A</a> ()</td></tr>
89
90<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
91<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78120ecd1c2b1d7e80124b4603504604"></a><!-- doxytag: member="bdm::mlnorm::_R" ref="78120ecd1c2b1d7e80124b4603504604" args="()" -->
92mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#78120ecd1c2b1d7e80124b4603504604">_R</a> ()</td></tr>
93
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
[271]95<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
96<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2dcc06a3dd71f038efbe14dc34d937ae"></a><!-- doxytag: member="bdm::mlnorm::mlnorm" ref="2dcc06a3dd71f038efbe14dc34d937ae" args="()" -->
97&nbsp;</td><td class="memItemRight" valign="bottom"><b>mlnorm</b> ()</td></tr>
98
99<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cf7edd1aea62178d7b5e555df261542d"></a><!-- doxytag: member="bdm::mlnorm::mlnorm" ref="cf7edd1aea62178d7b5e555df261542d" args="(const mat &amp;A, const vec &amp;mu0, const sq_T &amp;R)" -->
100&nbsp;</td><td class="memItemRight" valign="bottom"><b>mlnorm</b> (const mat &amp;A, const vec &amp;mu0, const sq_T &amp;R)</td></tr>
101
102<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5d18dec3167584338a4775c1d165d96f"></a><!-- doxytag: member="bdm::mlnorm::set_parameters" ref="5d18dec3167584338a4775c1d165d96f" args="(const mat &amp;A, const vec &amp;mu0, const sq_T &amp;R)" -->
103void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#5d18dec3167584338a4775c1d165d96f">set_parameters</a> (const mat &amp;A, const vec &amp;mu0, const sq_T &amp;R)</td></tr>
104
105<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set <code>A</code> and <code>R</code>. <br></td></tr>
[270]106<tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr>
[269]107<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>
[259]108
[323]109<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_50.png"><a href="#f0c1db6fcbb3aae2dd6123884457a367"></a><br></td></tr>
[270]110<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>
[259]111
[270]112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#afe4185b26baeb03688202e254d3b005"></a><br></td></tr>
[259]113<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6336a8a72462e2a56a3989a220f18b1b"></a><!-- doxytag: member="bdm::mlnorm::evallogcond" ref="6336a8a72462e2a56a3989a220f18b1b" args="(const vec &amp;dt, const vec &amp;cond)" -->
114virtual 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>
115
116<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>
117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0b0ed1ed663071bb7cf4a1349eb94fcb"></a><!-- doxytag: member="bdm::mlnorm::evallogcond_m" ref="0b0ed1ed663071bb7cf4a1349eb94fcb" args="(const mat &amp;Dt, const vec &amp;cond)" -->
118virtual 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>
119
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr>
[270]121<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
122<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5571482d150fbcb72cc36f6694ce1a10"></a><!-- doxytag: member="bdm::mlnorm::_rv" ref="5571482d150fbcb72cc36f6694ce1a10" args="()" -->
123<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> ()</td></tr>
[259]124
[270]125<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="26001264236846897bd11e4baad47245"></a><!-- doxytag: member="bdm::mlnorm::_rvc" ref="26001264236846897bd11e4baad47245" args="()" -->
126<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> ()</td></tr>
[259]127
[270]128<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c2bae3e1e90874e72941863974ec0ed"></a><!-- doxytag: member="bdm::mlnorm::dimension" ref="1c2bae3e1e90874e72941863974ec0ed" args="()" -->
129int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> ()</td></tr>
130
131<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mlnorm::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" -->
132int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr>
133
[259]134<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1892fe3933488942253679f068e9e7f6"></a><!-- doxytag: member="bdm::mlnorm::_epdf" ref="1892fe3933488942253679f068e9e7f6" args="()" -->
[270]135<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_epdf</b> ()</td></tr>
[259]136
137<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="05e843fd11c410a99dad2b88c55aca80"></a><!-- doxytag: member="bdm::mlnorm::_e" ref="05e843fd11c410a99dad2b88c55aca80" args="()" -->
[270]138<a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> ()</td></tr>
[259]139
[270]140<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr>
141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mlnorm::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" -->
142void&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>
143
144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mlnorm::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" -->
145void&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>
146
147<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mlnorm::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" -->
148bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr>
149
[259]150<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
151<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="150ad6acb223b0a0abeaf92346686dcd"></a><!-- doxytag: member="bdm::mlnorm::epdf" ref="150ad6acb223b0a0abeaf92346686dcd" args="" -->
152<a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; sq_T &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#150ad6acb223b0a0abeaf92346686dcd">epdf</a></td></tr>
153
154<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> that arise by conditioning on <code>rvc</code>. <br></td></tr>
155<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8207ae86d1722102897e139a23e29af8"></a><!-- doxytag: member="bdm::mlnorm::A" ref="8207ae86d1722102897e139a23e29af8" args="" -->
156mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>A</b></td></tr>
157
158<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3a019144d414d1737aea331ffe1c3845"></a><!-- doxytag: member="bdm::mlnorm::mu_const" ref="3a019144d414d1737aea331ffe1c3845" args="" -->
159vec&nbsp;</td><td class="memItemRight" valign="bottom"><b>mu_const</b></td></tr>
160
161<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dea5ea658d5020c11da91275f592244b"></a><!-- doxytag: member="bdm::mlnorm::_mu" ref="dea5ea658d5020c11da91275f592244b" args="" -->
162vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_mu</b></td></tr>
163
[270]164<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mlnorm::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" -->
165int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr>
[259]166
[270]167<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr>
[259]168<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mlnorm::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" -->
169<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>
170
171<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr>
172<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5eea43c56d38e4441bfb30270db949c0"></a><!-- doxytag: member="bdm::mlnorm::ep" ref="5eea43c56d38e4441bfb30270db949c0" args="" -->
173<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>
174
175<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>
176<tr><td colspan="2"><br><h2>Friends</h2></td></tr>
177<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="1917009347bb410f73bf827df8767b09"></a><!-- doxytag: member="bdm::mlnorm::operator&lt;&lt;" ref="1917009347bb410f73bf827df8767b09" args="(std::ostream &amp;os, mlnorm&lt; sq_M &gt; &amp;ml)" -->
[290]178template&lt;class sq_M &gt; </td></tr>
[259]179<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><b>operator&lt;&lt;</b> (std::ostream &amp;os, <a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>&lt; sq_M &gt; &amp;ml)</td></tr>
180
181</table>
[290]182<hr><a name="_details"></a><h2>Detailed Description</h2>
183<h3>template&lt;class sq_T&gt;<br>
184 class bdm::mlnorm&lt; sq_T &gt;</h3>
185
186Normal distributed linear function with linear function of mean value;.
187<p>
[323]188Mean value <img class="formulaInl" alt="$mu=A*rvc+mu_0$" src="form_67.png">. <hr><h2>Member Function Documentation</h2>
[271]189<a class="anchor" name="0dafc0196e7e07fd06dc6716e0e18bc2"></a><!-- doxytag: member="bdm::mlnorm::condition" ref="0dafc0196e7e07fd06dc6716e0e18bc2" args="(const vec &amp;cond)" -->
190<div class="memitem">
191<div class="memproto">
192<div class="memtemplate">
[290]193template&lt;class sq_T &gt; </div>
[271]194      <table class="memname">
195        <tr>
196          <td class="memname">void <a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm</a>&lt; sq_T &gt;::condition           </td>
197          <td>(</td>
198          <td class="paramtype">const vec &amp;&nbsp;</td>
199          <td class="paramname"> <em>cond</em>          </td>
200          <td>&nbsp;)&nbsp;</td>
201          <td><code> [inline, virtual]</code></td>
202        </tr>
203      </table>
204</div>
205<div class="memdoc">
206
207<p>
208Set value of <code>rvc</code> . Result of this operation is stored in <code><a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a></code> use function <code>_ep</code> to access it.
209<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530">bdm::mpdf</a>.</p>
210
211<p>Reimplemented in <a class="el" href="classbdm_1_1mlstudent.html#efd37560585c8613897f30d3c2f58d0d">bdm::mlstudent</a>.</p>
212
213</div>
214</div><p>
[269]215<a class="anchor" name="f0c1db6fcbb3aae2dd6123884457a367"></a><!-- doxytag: member="bdm::mlnorm::samplecond" ref="f0c1db6fcbb3aae2dd6123884457a367" args="(const vec &amp;cond)" -->
[259]216<div class="memitem">
217<div class="memproto">
218      <table class="memname">
219        <tr>
220          <td class="memname">virtual vec bdm::mpdf::samplecond           </td>
221          <td>(</td>
222          <td class="paramtype">const vec &amp;&nbsp;</td>
[269]223          <td class="paramname"> <em>cond</em>          </td>
224          <td>&nbsp;)&nbsp;</td>
225          <td><code> [inline, virtual, inherited]</code></td>
[259]226        </tr>
227      </table>
228</div>
229<div class="memdoc">
230
231<p>
[323]232Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_50.png">.
[259]233<p>
234<dl compact><dt><b>Parameters:</b></dt><dd>
235  <table border="0" cellspacing="2" cellpadding="0">
236    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
237  </table>
238</dl>
239
[271]240<p>Reimplemented in <a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">bdm::mprod</a>.</p>
[259]241
[287]242<p>References <a class="el" href="libBM_8h-source.html#l00329">bdm::mpdf::condition()</a>, <a class="el" href="libBM_8h-source.html#l00302">bdm::mpdf::ep</a>, and <a class="el" href="libBM_8h-source.html#l00242">bdm::epdf::sample()</a>.</p>
[259]243
[312]244<p>Referenced by <a class="el" href="libPF_8h-source.html#l00207">bdm::MPF&lt; BM_T &gt;::bayes()</a>, <a class="el" href="libPF_8cpp-source.html#l00007">bdm::PF::bayes()</a>, and <a class="el" href="libDS_8cpp-source.html#l00042">bdm::ArxDS::step()</a>.</p>
[271]245
[259]246</div>
247</div><p>
[270]248<a class="anchor" name="afe4185b26baeb03688202e254d3b005"></a><!-- doxytag: member="bdm::mlnorm::samplecond_m" ref="afe4185b26baeb03688202e254d3b005" args="(const vec &amp;cond, int N)" -->
[259]249<div class="memitem">
250<div class="memproto">
251      <table class="memname">
252        <tr>
253          <td class="memname">virtual mat bdm::mpdf::samplecond_m           </td>
254          <td>(</td>
255          <td class="paramtype">const vec &amp;&nbsp;</td>
256          <td class="paramname"> <em>cond</em>, </td>
257        </tr>
258        <tr>
259          <td class="paramkey"></td>
260          <td></td>
261          <td class="paramtype">int&nbsp;</td>
262          <td class="paramname"> <em>N</em></td><td>&nbsp;</td>
263        </tr>
264        <tr>
265          <td></td>
266          <td>)</td>
267          <td></td><td></td><td><code> [inline, virtual, inherited]</code></td>
268        </tr>
269      </table>
270</div>
271<div class="memdoc">
272
273<p>
274Returns.
275<p>
276<dl compact><dt><b>Parameters:</b></dt><dd>
277  <table border="0" cellspacing="2" cellpadding="0">
[323]278    <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_50.png">. </td></tr>
[259]279    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
280  </table>
281</dl>
282
[287]283<p>References <a class="el" href="libBM_8h-source.html#l00329">bdm::mpdf::condition()</a>, <a class="el" href="libBM_8h-source.html#l00286">bdm::epdf::dimension()</a>, <a class="el" href="libBM_8h-source.html#l00302">bdm::mpdf::ep</a>, and <a class="el" href="libBM_8h-source.html#l00242">bdm::epdf::sample()</a>.</p>
[259]284
285</div>
286</div><p>
287<hr>The documentation for this class was generated from the following file:<ul>
[261]288<li><a class="el" href="libEF_8h-source.html">libEF.h</a></ul>
[259]289</div>
[323]290<hr size="1"><address style="text-align: right;"><small>Generated on Thu Apr 23 21:06:46 2009 for mixpp by&nbsp;
[259]291<a href="http://www.doxygen.org/index.html">
[290]292<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
[259]293</body>
294</html>
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