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67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1mlstudent.html">mlstudent</a>
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71<<<<<<< HEAD:library/doc/html/classbdm_1_1mlstudent.html
72<h1>bdm::mlstudent Class Reference</h1><!-- doxytag: class="bdm::mlstudent" --><!-- doxytag: inherits="mlnorm&lt; ldmat &gt;" --><code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code>
73=======
74<h1>bdm::mlstudent Class Reference</h1><!-- doxytag: class="bdm::mlstudent" --><!-- doxytag: inherits="mlnorm&lt; ldmat &gt;" --><code>#include &lt;<a class="el" href="exp__family_8h-source.html">exp_family.h</a>&gt;</code>
75>>>>>>> doc:library/doc/html/classbdm_1_1mlstudent.html
76<p>
77
78<p>
79<a href="classbdm_1_1mlstudent-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
80<tr><td></td></tr>
81<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
82<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4cdf79aac1b2165c0290e73810a0e4a3"></a><!-- doxytag: member="bdm::mlstudent::set_parameters" ref="4cdf79aac1b2165c0290e73810a0e4a3" args="(const mat &amp;A0, const vec &amp;mu0, const ldmat &amp;R0, const ldmat &amp;Lambda0)" -->
83void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const mat &amp;A0, const vec &amp;mu0, const <a class="el" href="classldmat.html">ldmat</a> &amp;R0, const <a class="el" href="classldmat.html">ldmat</a> &amp;Lambda0)</td></tr>
84
85<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlstudent.html#efd37560585c8613897f30d3c2f58d0d">condition</a> (const vec &amp;cond)</td></tr>
86
87<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="56e587952f94fcac6cfc999eae6dbced"></a><!-- doxytag: member="bdm::mlstudent::_mu_const" ref="56e587952f94fcac6cfc999eae6dbced" args="()" -->
88vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#56e587952f94fcac6cfc999eae6dbced">_mu_const</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="262a2a486bff585f34bb6a5005b02614"></a><!-- doxytag: member="bdm::mlstudent::_A" ref="262a2a486bff585f34bb6a5005b02614" args="()" -->
92mat &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#262a2a486bff585f34bb6a5005b02614">_A</a> ()</td></tr>
93
94<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
95<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78120ecd1c2b1d7e80124b4603504604"></a><!-- doxytag: member="bdm::mlstudent::_R" ref="78120ecd1c2b1d7e80124b4603504604" args="()" -->
96mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#78120ecd1c2b1d7e80124b4603504604">_R</a> ()</td></tr>
97
98<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
99<tr><td class="memItemLeft" nowrap align="right" valign="top">void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">from_setting</a> (const Setting &amp;set)</td></tr>
100
101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mlstudent::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" -->
102virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr>
103
104<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr>
105<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="67d954d255ede776eade7334d4895790"></a><!-- doxytag: member="bdm::mlstudent::to_setting" ref="67d954d255ede776eade7334d4895790" args="(Setting &amp;set) const " -->
106virtual 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>
107
108<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr>
109<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mlstudent::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" -->
110virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr>
111
112<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr>
113<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
114<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5d18dec3167584338a4775c1d165d96f"></a><!-- doxytag: member="bdm::mlstudent::set_parameters" ref="5d18dec3167584338a4775c1d165d96f" args="(const mat &amp;A, const vec &amp;mu0, const ldmat &amp;R)" -->
115void&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 <a class="el" href="classldmat.html">ldmat</a> &amp;R)</td></tr>
116
117<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set <code>A</code> and <code>R</code>. <br></td></tr>
118<tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr>
119<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>
120
121<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>
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#afe4185b26baeb03688202e254d3b005">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="#afe4185b26baeb03688202e254d3b005"></a><br></td></tr>
125<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6336a8a72462e2a56a3989a220f18b1b"></a><!-- doxytag: member="bdm::mlstudent::evallogcond" ref="6336a8a72462e2a56a3989a220f18b1b" args="(const vec &amp;dt, const vec &amp;cond)" -->
126virtual 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>
127
128<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>
129<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0b0ed1ed663071bb7cf4a1349eb94fcb"></a><!-- doxytag: member="bdm::mlstudent::evallogcond_m" ref="0b0ed1ed663071bb7cf4a1349eb94fcb" args="(const mat &amp;Dt, const vec &amp;cond)" -->
130virtual 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>
131
132<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr>
133<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2a0d03756f59924fd038980ee60bd904"></a><!-- doxytag: member="bdm::mlstudent::evallogcond_m" ref="2a0d03756f59924fd038980ee60bd904" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" -->
134virtual 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>
135
136<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array&lt;vec&gt; version of evallogcond. <br></td></tr>
137<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
138<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5571482d150fbcb72cc36f6694ce1a10"></a><!-- doxytag: member="bdm::mlstudent::_rv" ref="5571482d150fbcb72cc36f6694ce1a10" args="()" -->
139<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> ()</td></tr>
140
141<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="26001264236846897bd11e4baad47245"></a><!-- doxytag: member="bdm::mlstudent::_rvc" ref="26001264236846897bd11e4baad47245" args="()" -->
142<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> ()</td></tr>
143
144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c2bae3e1e90874e72941863974ec0ed"></a><!-- doxytag: member="bdm::mlstudent::dimension" ref="1c2bae3e1e90874e72941863974ec0ed" args="()" -->
145int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> ()</td></tr>
146
147<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mlstudent::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" -->
148int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr>
149
150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1892fe3933488942253679f068e9e7f6"></a><!-- doxytag: member="bdm::mlstudent::_epdf" ref="1892fe3933488942253679f068e9e7f6" args="()" -->
151<a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_epdf</b> ()</td></tr>
152
153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="05e843fd11c410a99dad2b88c55aca80"></a><!-- doxytag: member="bdm::mlstudent::_e" ref="05e843fd11c410a99dad2b88c55aca80" args="()" -->
154<a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> ()</td></tr>
155
156<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr>
157<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7631a5570e4ade1420065e8df78f4401"></a><!-- doxytag: member="bdm::mlstudent::set_rvc" ref="7631a5570e4ade1420065e8df78f4401" args="(const RV &amp;rvc0)" -->
158void&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>
159
160<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="18ac26bc2f96ae01ef4eb06178abbd75"></a><!-- doxytag: member="bdm::mlstudent::set_rv" ref="18ac26bc2f96ae01ef4eb06178abbd75" args="(const RV &amp;rv0)" -->
161void&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>
162
163<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mlstudent::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" -->
164bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr>
165
166<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="41595144a79594acbe288c6b59412657"></a><!-- doxytag: member="bdm::mlstudent::Lambda" ref="41595144a79594acbe288c6b59412657" args="" -->
168<a class="el" href="classldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>Lambda</b></td></tr>
169
170<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="72e9bda4d6684e07faafc4b2192daf39"></a><!-- doxytag: member="bdm::mlstudent::_R" ref="72e9bda4d6684e07faafc4b2192daf39" args="" -->
171<a class="el" href="classldmat.html">ldmat</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_R</b></td></tr>
172
173<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c063ad6cb6e079ee11bc4128c2c9fe8"></a><!-- doxytag: member="bdm::mlstudent::Re" ref="1c063ad6cb6e079ee11bc4128c2c9fe8" args="" -->
174<a class="el" href="classldmat.html">ldmat</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>Re</b></td></tr>
175
176<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="150ad6acb223b0a0abeaf92346686dcd"></a><!-- doxytag: member="bdm::mlstudent::epdf" ref="150ad6acb223b0a0abeaf92346686dcd" args="" -->
177<a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; <a class="el" href="classldmat.html">ldmat</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#150ad6acb223b0a0abeaf92346686dcd">epdf</a></td></tr>
178
179<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal epdf that arise by conditioning on <code>rvc</code>. <br></td></tr>
180<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8207ae86d1722102897e139a23e29af8"></a><!-- doxytag: member="bdm::mlstudent::A" ref="8207ae86d1722102897e139a23e29af8" args="" -->
181mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>A</b></td></tr>
182
183<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3a019144d414d1737aea331ffe1c3845"></a><!-- doxytag: member="bdm::mlstudent::mu_const" ref="3a019144d414d1737aea331ffe1c3845" args="" -->
184vec&nbsp;</td><td class="memItemRight" valign="bottom"><b>mu_const</b></td></tr>
185
186<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dea5ea658d5020c11da91275f592244b"></a><!-- doxytag: member="bdm::mlstudent::_mu" ref="dea5ea658d5020c11da91275f592244b" args="" -->
187vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_mu</b></td></tr>
188
189<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mlstudent::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" -->
190int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr>
191
192<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dimension of the condition <br></td></tr>
193<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mlstudent::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" -->
194<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>
195
196<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr>
197<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5eea43c56d38e4441bfb30270db949c0"></a><!-- doxytag: member="bdm::mlstudent::ep" ref="5eea43c56d38e4441bfb30270db949c0" args="" -->
198<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>
199
200<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>
201<tr><td colspan="2"><br><h2>Friends</h2></td></tr>
202<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1917009347bb410f73bf827df8767b09"></a><!-- doxytag: member="bdm::mlstudent::operator&lt;&lt;" ref="1917009347bb410f73bf827df8767b09" args="(std::ostream &amp;os, mlnorm&lt; sq_M &gt; &amp;ml)" -->
203std::ostream &amp;&nbsp;</td><td class="memItemRight" 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>
204
205</table>
206<hr><a name="_details"></a><h2>Detailed Description</h2>
207(Approximate) Student t density with linear function of mean value<p>
208The internal <a class="el" href="classbdm_1_1epdf.html" title="Probability density function with numerical statistics, e.g. posterior density.">epdf</a> of this class is of the type of a Gaussian (<a class="el" href="classbdm_1_1enorm.html" title="Gaussian density with positive definite (decomposed) covariance matrix.">enorm</a>). However, each conditioning is trying to assure the best possible approximation by taking into account the zeta function. See [] for reference.<p>
209Perhaps a moment-matching technique? <hr><h2>Member Function Documentation</h2>
210<a class="anchor" name="efd37560585c8613897f30d3c2f58d0d"></a><!-- doxytag: member="bdm::mlstudent::condition" ref="efd37560585c8613897f30d3c2f58d0d" args="(const vec &amp;cond)" -->
211<div class="memitem">
212<div class="memproto">
213      <table class="memname">
214        <tr>
215          <td class="memname">void bdm::mlstudent::condition           </td>
216          <td>(</td>
217          <td class="paramtype">const vec &amp;&nbsp;</td>
218          <td class="paramname"> <em>cond</em>          </td>
219          <td>&nbsp;)&nbsp;</td>
220          <td><code> [inline, virtual]</code></td>
221        </tr>
222      </table>
223</div>
224<div class="memdoc">
225
226<p>
227Set 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.
228<p>Reimplemented from <a class="el" href="classbdm_1_1mlnorm.html#0dafc0196e7e07fd06dc6716e0e18bc2">bdm::mlnorm&lt; ldmat &gt;</a>.</p>
229
230<<<<<<< HEAD:library/doc/html/classbdm_1_1mlstudent.html
231<p>References <a class="el" href="exp__family_8h_source.html#l00551">bdm::mlnorm&lt; ldmat &gt;::_R()</a>, <a class="el" href="square__mat_8cpp_source.html#l00168">ldmat::invqform()</a>, and <a class="el" href="square__mat_8h_source.html#l00289">ldmat::rows()</a>.</p>
232=======
233<p>References <a class="el" href="exp__family_8h-source.html#l00551">bdm::mlnorm&lt; ldmat &gt;::_R()</a>, <a class="el" href="square__mat_8cpp-source.html#l00168">ldmat::invqform()</a>, and <a class="el" href="square__mat_8h-source.html#l00289">ldmat::rows()</a>.</p>
234>>>>>>> doc:library/doc/html/classbdm_1_1mlstudent.html
235
236</div>
237</div><p>
238<a class="anchor" name="30a0bceb948e287d497c578e371b1667"></a><!-- doxytag: member="bdm::mlstudent::from_setting" ref="30a0bceb948e287d497c578e371b1667" args="(const Setting &amp;set)" -->
239<div class="memitem">
240<div class="memproto">
241      <table class="memname">
242        <tr>
243          <td class="memname">void bdm::mpdf::from_setting           </td>
244          <td>(</td>
245          <td class="paramtype">const Setting &amp;&nbsp;</td>
246          <td class="paramname"> <em>set</em>          </td>
247          <td>&nbsp;)&nbsp;</td>
248          <td><code> [inline, virtual, inherited]</code></td>
249        </tr>
250      </table>
251</div>
252<div class="memdoc">
253
254<p>
255Load from structure with elements: <div class="fragment"><pre class="fragment"> { rv = {<span class="keyword">class</span>=<span class="stringliteral">"RV"</span>, names=(...),}; <span class="comment">// RV describing meaning of random variable</span>
256   <a class="code" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288" title="random variable in condition">rvc</a>= {<span class="keyword">class</span>=<span class="stringliteral">"RV"</span>, names=(...),}; <span class="comment">// RV describing meaning of random variable in condition</span>
257   <span class="comment">// elements of offsprings</span>
258 }
259</pre></div> 
260<p>Reimplemented from <a class="el" href="classbdm_1_1root.html#0551e3121091c5199bf4413b50522176">bdm::root</a>.</p>
261
262<p>Reimplemented in <a class="el" href="classbdm_1_1mepdf.html#27ef18a3e3b1b5de02739d1324bf25fb">bdm::mepdf</a>, <a class="el" href="classbdm_1_1mprod.html#bfa7478f8df1de6d8cd4c349db512831">bdm::mprod</a>, <a class="el" href="classbdm_1_1mgnorm.html#d717dacc6a9eb967f8410994dc6dc6f9">bdm::mgnorm&lt; sq_T &gt;</a>, <a class="el" href="classbdm_1_1mgamma.html#da2af0f327e5452bee71d1bf97452ae4">bdm::mgamma</a>, <a class="el" href="classbdm_1_1migamma__ref.html#9e7e0f7d2aa9ecca8ec1af8cbcb5ef1d">bdm::migamma_ref</a>, and <a class="el" href="classbdm_1_1mlognorm.html#49e45ea13a869da607ef9be7a229128a">bdm::mlognorm</a>.</p>
263
264</div>
265</div><p>
266<a class="anchor" name="f0c1db6fcbb3aae2dd6123884457a367"></a><!-- doxytag: member="bdm::mlstudent::samplecond" ref="f0c1db6fcbb3aae2dd6123884457a367" args="(const vec &amp;cond)" -->
267<div class="memitem">
268<div class="memproto">
269      <table class="memname">
270        <tr>
271          <td class="memname">virtual vec bdm::mpdf::samplecond           </td>
272          <td>(</td>
273          <td class="paramtype">const vec &amp;&nbsp;</td>
274          <td class="paramname"> <em>cond</em>          </td>
275          <td>&nbsp;)&nbsp;</td>
276          <td><code> [inline, virtual, inherited]</code></td>
277        </tr>
278      </table>
279</div>
280<div class="memdoc">
281
282<p>
283Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_11.png">.
284<p>
285<dl compact><dt><b>Parameters:</b></dt><dd>
286  <table border="0" cellspacing="2" cellpadding="0">
287    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
288  </table>
289</dl>
290
291<p>Reimplemented in <a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">bdm::mprod</a>.</p>
292
293<<<<<<< HEAD:library/doc/html/classbdm_1_1mlstudent.html
294<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>
295
296<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>
297=======
298<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>
299
300<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>
301>>>>>>> doc:library/doc/html/classbdm_1_1mlstudent.html
302
303</div>
304</div><p>
305<a class="anchor" name="afe4185b26baeb03688202e254d3b005"></a><!-- doxytag: member="bdm::mlstudent::samplecond_m" ref="afe4185b26baeb03688202e254d3b005" args="(const vec &amp;cond, int N)" -->
306<div class="memitem">
307<div class="memproto">
308      <table class="memname">
309        <tr>
310          <td class="memname">virtual mat bdm::mpdf::samplecond_m           </td>
311          <td>(</td>
312          <td class="paramtype">const vec &amp;&nbsp;</td>
313          <td class="paramname"> <em>cond</em>, </td>
314        </tr>
315        <tr>
316          <td class="paramkey"></td>
317          <td></td>
318          <td class="paramtype">int&nbsp;</td>
319          <td class="paramname"> <em>N</em></td><td>&nbsp;</td>
320        </tr>
321        <tr>
322          <td></td>
323          <td>)</td>
324          <td></td><td></td><td><code> [inline, virtual, inherited]</code></td>
325        </tr>
326      </table>
327</div>
328<div class="memdoc">
329
330<p>
331Returns.
332<p>
333<dl compact><dt><b>Parameters:</b></dt><dd>
334  <table border="0" cellspacing="2" cellpadding="0">
335    <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>
336    <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr>
337  </table>
338</dl>
339
340<<<<<<< HEAD:library/doc/html/classbdm_1_1mlstudent.html
341<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>
342=======
343<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>
344>>>>>>> doc:library/doc/html/classbdm_1_1mlstudent.html
345
346</div>
347</div><p>
348<hr>The documentation for this class was generated from the following file:<ul>
349<<<<<<< HEAD:library/doc/html/classbdm_1_1mlstudent.html
350<li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></ul>
351</div>
352<hr size="1"><address style="text-align: right;"><small>Generated on Wed Jun 24 13:35:56 2009 for mixpp by&nbsp;
353=======
354<li><a class="el" href="exp__family_8h-source.html">exp_family.h</a></ul>
355</div>
356<hr size="1"><address style="text-align: right;"><small>Generated on Tue Jun 23 19:52:54 2009 for mixpp by&nbsp;
357>>>>>>> doc:library/doc/html/classbdm_1_1mlstudent.html
358<a href="http://www.doxygen.org/index.html">
359<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address>
360</body>
361</html>
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