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  • library/doc/html/classbdm_1_1mlnorm.html

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    3 <title>mixpp: bdm::mlnorm&lt; sq_T &gt; Class Template Reference</title> 
     3<title>mixpp: bdm::mlnorm&lt; sq_T, TEpdf &gt; Class Template Reference</title> 
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    70 <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;.   
     70<h1>bdm::mlnorm&lt; sq_T, TEpdf &gt; Class Template Reference</h1><!-- doxytag: class="bdm::mlnorm" --><!-- doxytag: inherits="mpdf_internal&lt; TEpdf&lt; sq_T &gt; &gt;" -->Normal distributed linear function with linear function of mean value;.   
    7171<a href="#_details">More...</a> 
    7272<p> 
    73 <code>#include &lt;<a class="el" href="exp__family_8h_source.html">exp_family.h</a>&gt;</code> 
     73<code>#include &lt;<a class="el" href="exp__family_8h-source.html">exp_family.h</a>&gt;</code> 
    7474<p> 
    7575 
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    7878<tr><td></td></tr> 
    7979<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> 
    80 <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> 
    81  
    82 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="56e587952f94fcac6cfc999eae6dbced"></a><!-- doxytag: member="bdm::mlnorm::_mu_const" ref="56e587952f94fcac6cfc999eae6dbced" args="()" --> 
    83 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#56e587952f94fcac6cfc999eae6dbced">_mu_const</a> ()</td></tr> 
     80<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#c2895ae549ee76d961be98d7061bd110">condition</a> (const vec &amp;cond)</td></tr> 
     81 
     82<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6332e5200f3afa15db3f7f4bca09b17f"></a><!-- doxytag: member="bdm::mlnorm::_mu_const" ref="6332e5200f3afa15db3f7f4bca09b17f" args="()" --> 
     83vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#6332e5200f3afa15db3f7f4bca09b17f">_mu_const</a> ()</td></tr> 
    8484 
    8585<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
    86 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="262a2a486bff585f34bb6a5005b02614"></a><!-- doxytag: member="bdm::mlnorm::_A" ref="262a2a486bff585f34bb6a5005b02614" args="()" --> 
    87 mat &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#262a2a486bff585f34bb6a5005b02614">_A</a> ()</td></tr> 
     86<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b256b547c5156b5898a3a1e5462f9540"></a><!-- doxytag: member="bdm::mlnorm::_A" ref="b256b547c5156b5898a3a1e5462f9540" args="()" --> 
     87mat &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#b256b547c5156b5898a3a1e5462f9540">_A</a> ()</td></tr> 
    8888 
    8989<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
    90 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78120ecd1c2b1d7e80124b4603504604"></a><!-- doxytag: member="bdm::mlnorm::_R" ref="78120ecd1c2b1d7e80124b4603504604" args="()" --> 
    91 mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#78120ecd1c2b1d7e80124b4603504604">_R</a> ()</td></tr> 
     90<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="564715dea56f7bbff0083aec295ce97e"></a><!-- doxytag: member="bdm::mlnorm::_R" ref="564715dea56f7bbff0083aec295ce97e" args="()" --> 
     91mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#564715dea56f7bbff0083aec295ce97e">_R</a> ()</td></tr> 
    9292 
    9393<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr> 
    94 <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#8582928555c309a2865f385dd0441fd1">from_setting</a> (const Setting &amp;set)</td></tr> 
    95  
     94<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#52980f13d80162d00b30d5864343f564">from_setting</a> (const Setting &amp;set)</td></tr> 
     95 
     96<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6b4d1cb8d7e230e313b4f0c905874d5a"></a><!-- doxytag: member="bdm::mlnorm::e" ref="6b4d1cb8d7e230e313b4f0c905874d5a" args="()" --> 
     97TEpdf&lt; sq_T &gt; &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#6b4d1cb8d7e230e313b4f0c905874d5a">e</a> ()</td></tr> 
     98 
     99<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function to iepdf <br></td></tr> 
     100<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d8e547695d1cc19219b91164d825c930"></a><!-- doxytag: member="bdm::mlnorm::samplecond" ref="d8e547695d1cc19219b91164d825c930" args="(const vec &amp;cond)" --> 
     101vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#d8e547695d1cc19219b91164d825c930">samplecond</a> (const vec &amp;cond)</td></tr> 
     102 
     103<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reimplements samplecond using <code>condition()</code>. <br></td></tr> 
     104<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="89076e62b8d7df7616bad68c94591948"></a><!-- doxytag: member="bdm::mlnorm::evallogcond" ref="89076e62b8d7df7616bad68c94591948" args="(const vec &amp;val, const vec &amp;cond)" --> 
     105double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#89076e62b8d7df7616bad68c94591948">evallogcond</a> (const vec &amp;val, const vec &amp;cond)</td></tr> 
     106 
     107<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Reimplements evallogcond using <code>condition()</code>. <br></td></tr> 
     108<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e28c214e3063733a6e4d17738941c61c"></a><!-- doxytag: member="bdm::mlnorm::evallogcond_m" ref="e28c214e3063733a6e4d17738941c61c" args="(const mat &amp;Dt, const vec &amp;cond)" --> 
     109virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#e28c214e3063733a6e4d17738941c61c">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr> 
     110 
     111<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of evallogcond for matrices. <br></td></tr> 
     112<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="e82db07ce8af02f29cfd81e014edb3db"></a><!-- doxytag: member="bdm::mlnorm::evallogcond_m" ref="e82db07ce8af02f29cfd81e014edb3db" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" --> 
     113virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#e82db07ce8af02f29cfd81e014edb3db">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr> 
     114 
     115<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of evallogcond for Array&lt;vec&gt;. <br></td></tr> 
     116<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9554c554054da2d22cb8e908ae9c8823"></a><!-- doxytag: member="bdm::mlnorm::samplecond_m" ref="9554c554054da2d22cb8e908ae9c8823" args="(const vec &amp;cond, int N)" --> 
     117virtual mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#9554c554054da2d22cb8e908ae9c8823">samplecond_m</a> (const vec &amp;cond, int N)</td></tr> 
     118 
     119<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Efficient version of samplecond. <br></td></tr> 
    96120<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mlnorm::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> 
    97121virtual string&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> 
    … …  
    107131<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">This method TODO. <br></td></tr> 
    108132<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> 
    109 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2dcc06a3dd71f038efbe14dc34d937ae"></a><!-- doxytag: member="bdm::mlnorm::mlnorm" ref="2dcc06a3dd71f038efbe14dc34d937ae" args="()" --> 
     133<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2c6c35c450f460dca61bafa028d78a3e"></a><!-- doxytag: member="bdm::mlnorm::mlnorm" ref="2c6c35c450f460dca61bafa028d78a3e" args="()" --> 
    110134&nbsp;</td><td class="memItemRight" valign="bottom"><b>mlnorm</b> ()</td></tr> 
    111135 
    112 <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)" --> 
    113 &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> 
    114  
    115 <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)" --> 
    116 void&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> 
     136<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="088469214275199448c32f841b74dd0f"></a><!-- doxytag: member="bdm::mlnorm::mlnorm" ref="088469214275199448c32f841b74dd0f" args="(const mat &amp;A, const vec &amp;mu0, const sq_T &amp;R)" --> 
     137&nbsp;</td><td class="memItemRight" valign="bottom"><b>mlnorm</b> (const mat &amp;<a class="el" href="classbdm_1_1mlnorm.html#c71bbf59fc732beb2b459d7117bd6e42">A</a>, const vec &amp;mu0, const sq_T &amp;R)</td></tr> 
     138 
     139<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="04f7c6cda7b2f95161dd5fbcf15d1fd5"></a><!-- doxytag: member="bdm::mlnorm::set_parameters" ref="04f7c6cda7b2f95161dd5fbcf15d1fd5" args="(const mat &amp;A0, const vec &amp;mu0, const sq_T &amp;R0)" --> 
     140void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#04f7c6cda7b2f95161dd5fbcf15d1fd5">set_parameters</a> (const mat &amp;A0, const vec &amp;mu0, const sq_T &amp;R0)</td></tr> 
    117141 
    118142<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set <code>A</code> and <code>R</code>. <br></td></tr> 
    119 <tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr> 
    120 <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#b024f2e636e5507c755de4a6df1f1e99">samplecond</a> (const vec &amp;cond)</td></tr> 
    121  
    122 <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="#b024f2e636e5507c755de4a6df1f1e99"></a><br></td></tr> 
    123 <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> 
    124  
    125 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Returns.  <a href="#6e497d501331057309d2fddf63259d1a"></a><br></td></tr> 
    126 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="cfcbb897bf42015a7979b17d891fd9b5"></a><!-- doxytag: member="bdm::mlnorm::evallogcond" ref="cfcbb897bf42015a7979b17d891fd9b5" args="(const vec &amp;dt, const vec &amp;cond)" --> 
    127 virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#cfcbb897bf42015a7979b17d891fd9b5">evallogcond</a> (const vec &amp;dt, const vec &amp;cond)</td></tr> 
    128  
    129 <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> 
    130 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f97c61ecfb1f44ef6f08dee7bc15eab3"></a><!-- doxytag: member="bdm::mlnorm::evallogcond_m" ref="f97c61ecfb1f44ef6f08dee7bc15eab3" args="(const mat &amp;Dt, const vec &amp;cond)" --> 
    131 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f97c61ecfb1f44ef6f08dee7bc15eab3">evallogcond_m</a> (const mat &amp;Dt, const vec &amp;cond)</td></tr> 
    132  
    133 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr> 
    134 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2d7d3c23e3273e97c12c396dcc06b606"></a><!-- doxytag: member="bdm::mlnorm::evallogcond_m" ref="2d7d3c23e3273e97c12c396dcc06b606" args="(const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)" --> 
    135 virtual vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#2d7d3c23e3273e97c12c396dcc06b606">evallogcond_m</a> (const Array&lt; vec &gt; &amp;Dt, const vec &amp;cond)</td></tr> 
    136  
    137 <tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Array&lt;vec&gt; version of evallogcond. <br></td></tr> 
    138143<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> 
    139 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5571482d150fbcb72cc36f6694ce1a10"></a><!-- doxytag: member="bdm::mlnorm::_rv" ref="5571482d150fbcb72cc36f6694ce1a10" args="()" --> 
    140 <a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> ()</td></tr> 
     144<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="222d5280e309c5a053ba73841e98c151"></a><!-- doxytag: member="bdm::mlnorm::_rv" ref="222d5280e309c5a053ba73841e98c151" args="() const " --> 
     145<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rv</b> () const </td></tr> 
    141146 
    142147<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="26001264236846897bd11e4baad47245"></a><!-- doxytag: member="bdm::mlnorm::_rvc" ref="26001264236846897bd11e4baad47245" args="()" --> 
    143148<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><b>_rvc</b> ()</td></tr> 
    144149 
    145 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c2bae3e1e90874e72941863974ec0ed"></a><!-- doxytag: member="bdm::mlnorm::dimension" ref="1c2bae3e1e90874e72941863974ec0ed" args="()" --> 
    146 int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> ()</td></tr> 
     150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="eea4a999ed9679181335927e9cb66d28"></a><!-- doxytag: member="bdm::mlnorm::dimension" ref="eea4a999ed9679181335927e9cb66d28" args="() const " --> 
     151int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimension</b> () const </td></tr> 
    147152 
    148153<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mlnorm::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" --> 
    149154int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr> 
    150  
    151 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4c2d7d3d1d75cca84993e77867d1ffbe"></a><!-- doxytag: member="bdm::mlnorm::e" ref="4c2d7d3d1d75cca84993e77867d1ffbe" args="()" --> 
    152 <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><b>e</b> ()</td></tr> 
    153  
    154 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a4ba1b384c9c1cb18422a8ba32a5d019"></a><!-- doxytag: member="bdm::mlnorm::set_ep" ref="a4ba1b384c9c1cb18422a8ba32a5d019" args="(shared_ptr&lt; epdf &gt; ep)" --> 
    155 void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_ep</b> (<a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1epdf.html">epdf</a> &gt; ep)</td></tr> 
    156155 
    157156<tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr> 
    … …  
    165164bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr> 
    166165 
     166<tr><td colspan="2"><br><h2>Protected Member Functions</h2></td></tr> 
     167<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="147afacb393324bb3f9a7a89e33f835e"></a><!-- doxytag: member="bdm::mlnorm::set_ep" ref="147afacb393324bb3f9a7a89e33f835e" args="(epdf &amp;iepdf)" --> 
     168void&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_1mpdf__internal.html#47bab632af15120c88aad647ae129468">iepdf</a>)</td></tr> 
     169 
     170<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> 
     171<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7555b377f8b5895c9b759c9628ee3e20"></a><!-- doxytag: member="bdm::mlnorm::set_ep" ref="7555b377f8b5895c9b759c9628ee3e20" args="(epdf *iepdfp)" --> 
     172void&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> 
     173 
     174<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> 
    167175<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> 
    168 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6de45ab731143e70a94318df586c36ba"></a><!-- doxytag: member="bdm::mlnorm::iepdf" ref="6de45ab731143e70a94318df586c36ba" args="" --> 
    169 <a class="el" href="classbdm_1_1shared__ptr.html">shared_ptr</a>&lt; <a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; sq_T &gt; &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#6de45ab731143e70a94318df586c36ba">iepdf</a></td></tr> 
     176<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c71bbf59fc732beb2b459d7117bd6e42"></a><!-- doxytag: member="bdm::mlnorm::A" ref="c71bbf59fc732beb2b459d7117bd6e42" args="" --> 
     177mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#c71bbf59fc732beb2b459d7117bd6e42">A</a></td></tr> 
    170178 
    171179<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> 
    172 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8207ae86d1722102897e139a23e29af8"></a><!-- doxytag: member="bdm::mlnorm::A" ref="8207ae86d1722102897e139a23e29af8" args="" --> 
    173 mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>A</b></td></tr> 
    174  
    175 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3a019144d414d1737aea331ffe1c3845"></a><!-- doxytag: member="bdm::mlnorm::mu_const" ref="3a019144d414d1737aea331ffe1c3845" args="" --> 
    176 vec&nbsp;</td><td class="memItemRight" valign="bottom"><b>mu_const</b></td></tr> 
    177  
    178 <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dea5ea658d5020c11da91275f592244b"></a><!-- doxytag: member="bdm::mlnorm::_mu" ref="dea5ea658d5020c11da91275f592244b" args="" --> 
    179 vec &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_mu</b></td></tr> 
    180  
     180<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="831b50121cad10aa03a16682bd0c3ed6"></a><!-- doxytag: member="bdm::mlnorm::mu_const" ref="831b50121cad10aa03a16682bd0c3ed6" args="" --> 
     181vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#831b50121cad10aa03a16682bd0c3ed6">mu_const</a></td></tr> 
     182 
     183<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constant additive term. <br></td></tr> 
     184<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="47bab632af15120c88aad647ae129468"></a><!-- doxytag: member="bdm::mlnorm::iepdf" ref="47bab632af15120c88aad647ae129468" args="" --> 
     185TEpdf&lt; sq_T &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf__internal.html#47bab632af15120c88aad647ae129468">iepdf</a></td></tr> 
     186 
     187<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal epdf used for sampling. <br></td></tr> 
    181188<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mlnorm::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" --> 
    182189int&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr> 
    … …  
    188195<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">random variable in condition <br></td></tr> 
    189196<tr><td colspan="2"><br><h2>Friends</h2></td></tr> 
    190 <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)" --> 
    191 template&lt;class sq_M &gt; </td></tr> 
    192 <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> 
    193  
     197<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="75795ae374be737465498b98aebd1434"></a><!-- doxytag: member="bdm::mlnorm::operator&lt;&lt;" ref="75795ae374be737465498b98aebd1434" args="(std::ostream &amp;os, mlnorm&lt; sq_M, enorm &gt; &amp;ml)" --> 
     198template&lt;typename sq_M &gt; </td></tr> 
     199<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream &amp;&nbsp;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#75795ae374be737465498b98aebd1434">operator&lt;&lt;</a> (std::ostream &amp;os, <a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>&lt; sq_M, <a class="el" href="classbdm_1_1enorm.html">enorm</a> &gt; &amp;ml)</td></tr> 
     200 
     201<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Debug stream. <br></td></tr> 
    194202</table> 
    195203<hr><a name="_details"></a><h2>Detailed Description</h2> 
    196 <h3>template&lt;class sq_T&gt;<br> 
    197  class bdm::mlnorm&lt; sq_T &gt;</h3> 
     204<h3>template&lt;class sq_T, template&lt; typename &gt; class TEpdf = enorm&gt;<br> 
     205 class bdm::mlnorm&lt; sq_T, TEpdf &gt;</h3> 
    198206 
    199207Normal distributed linear function with linear function of mean value;.  
    200208<p> 
    201 Mean value <img class="formulaInl" alt="$mu=A*rvc+mu_0$" src="form_74.png">. <hr><h2>Member Function Documentation</h2> 
    202 <a class="anchor" name="0dafc0196e7e07fd06dc6716e0e18bc2"></a><!-- doxytag: member="bdm::mlnorm::condition" ref="0dafc0196e7e07fd06dc6716e0e18bc2" args="(const vec &amp;cond)" --> 
     209Mean value <img class="formulaInl" alt="$ \mu=A*\mbox{rvc}+\mu_0 $" src="form_134.png">. <hr><h2>Member Function Documentation</h2> 
     210<a class="anchor" name="c2895ae549ee76d961be98d7061bd110"></a><!-- doxytag: member="bdm::mlnorm::condition" ref="c2895ae549ee76d961be98d7061bd110" args="(const vec &amp;cond)" --> 
    203211<div class="memitem"> 
    204212<div class="memproto"> 
    205213<div class="memtemplate"> 
    206 template&lt;class sq_T &gt; </div> 
     214template&lt;class sq_T, template&lt; typename &gt; class TEpdf = enorm&gt; </div> 
    207215      <table class="memname"> 
    208216        <tr> 
    209           <td class="memname">void <a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm</a>&lt; sq_T &gt;::condition           </td> 
     217          <td class="memname">void <a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm</a>&lt; sq_T, TEpdf &gt;::condition           </td> 
    210218          <td>(</td> 
    211219          <td class="paramtype">const vec &amp;&nbsp;</td> 
    … …  
    220228<p> 
    221229Set 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.  
    222 <p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#db94784a9aacf74c65c5a014f6743530">bdm::mpdf</a>.</p> 
     230<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf__internal.html#1ac61da081667fc54bcd050cc4f6a93e">bdm::mpdf_internal&lt; TEpdf&lt; sq_T &gt; &gt;</a>.</p> 
    223231 
    224232<p>Reimplemented in <a class="el" href="classbdm_1_1mlstudent.html#efd37560585c8613897f30d3c2f58d0d">bdm::mlstudent</a>.</p> 
    … …  
    226234</div> 
    227235</div><p> 
    228 <a class="anchor" name="8582928555c309a2865f385dd0441fd1"></a><!-- doxytag: member="bdm::mlnorm::from_setting" ref="8582928555c309a2865f385dd0441fd1" args="(const Setting &amp;set)" --> 
     236<a class="anchor" name="52980f13d80162d00b30d5864343f564"></a><!-- doxytag: member="bdm::mlnorm::from_setting" ref="52980f13d80162d00b30d5864343f564" args="(const Setting &amp;set)" --> 
    229237<div class="memitem"> 
    230238<div class="memproto"> 
    231239<div class="memtemplate"> 
    232 template&lt;class sq_T&gt; </div> 
     240template&lt;class sq_T, template&lt; typename &gt; class TEpdf = enorm&gt; </div> 
    233241      <table class="memname"> 
    234242        <tr> 
    235           <td class="memname">void <a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm</a>&lt; sq_T &gt;::from_setting           </td> 
     243          <td class="memname">void <a class="el" href="classbdm_1_1mlnorm.html">bdm::mlnorm</a>&lt; sq_T, TEpdf &gt;::from_setting           </td> 
    236244          <td>(</td> 
    237245          <td class="paramtype">const Setting &amp;&nbsp;</td> 
    … …  
    245253 
    246254<p> 
    247 Load 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> 
     255Load from structure with elements: <div class="fragment"><pre class="fragment"> { <span class="keyword">class </span>= "mpdf_offspring", 
     256   rv = {<span class="keyword">class</span>=<span class="stringliteral">"RV"</span>, names=(...),}; <span class="comment">// RV describing meaning of random variable</span> 
    248257   <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> 
    249258   <span class="comment">// elements of offsprings</span> 
    … …  
    252261<p>Reimplemented from <a class="el" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">bdm::mpdf</a>.</p> 
    253262 
    254 <p>Referenced by <a class="el" href="exp__family_8h_source.html#l00565">bdm::mlnorm&lt; ldmat &gt;::from_setting()</a>.</p> 
    255  
    256 </div> 
    257 </div><p> 
    258 <a class="anchor" name="b024f2e636e5507c755de4a6df1f1e99"></a><!-- doxytag: member="bdm::mlnorm::samplecond" ref="b024f2e636e5507c755de4a6df1f1e99" args="(const vec &amp;cond)" --> 
    259 <div class="memitem"> 
    260 <div class="memproto"> 
    261       <table class="memname"> 
    262         <tr> 
    263           <td class="memname">vec bdm::mpdf::samplecond           </td> 
    264           <td>(</td> 
    265           <td class="paramtype">const vec &amp;&nbsp;</td> 
    266           <td class="paramname"> <em>cond</em>          </td> 
    267           <td>&nbsp;)&nbsp;</td> 
    268           <td><code> [virtual, inherited]</code></td> 
    269         </tr> 
    270       </table> 
    271 </div> 
    272 <div class="memdoc"> 
    273  
    274 <p> 
    275 Returns a sample from the density conditioned on <code>cond</code>, <img class="formulaInl" alt="$x \sim epdf(rv|cond)$" src="form_11.png">.  
    276 <p> 
    277 <dl compact><dt><b>Parameters:</b></dt><dd> 
    278   <table border="0" cellspacing="2" cellpadding="0"> 
    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  
    283 <p>Reimplemented in <a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">bdm::mprod</a>.</p> 
    284  
    285 <p>References <a class="el" href="bdmbase_8h_source.html#l00376">bdm::mpdf::condition()</a>.</p> 
    286  
    287 <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> 
    288  
    289 </div> 
    290 </div><p> 
    291 <a class="anchor" name="6e497d501331057309d2fddf63259d1a"></a><!-- doxytag: member="bdm::mlnorm::samplecond_m" ref="6e497d501331057309d2fddf63259d1a" args="(const vec &amp;cond, int N)" --> 
    292 <div class="memitem"> 
    293 <div class="memproto"> 
    294       <table class="memname"> 
    295         <tr> 
    296           <td class="memname">mat bdm::mpdf::samplecond_m           </td> 
    297           <td>(</td> 
    298           <td class="paramtype">const vec &amp;&nbsp;</td> 
    299           <td class="paramname"> <em>cond</em>, </td> 
    300         </tr> 
    301         <tr> 
    302           <td class="paramkey"></td> 
    303           <td></td> 
    304           <td class="paramtype">int&nbsp;</td> 
    305           <td class="paramname"> <em>N</em></td><td>&nbsp;</td> 
    306         </tr> 
    307         <tr> 
    308           <td></td> 
    309           <td>)</td> 
    310           <td></td><td></td><td><code> [virtual, inherited]</code></td> 
    311         </tr> 
    312       </table> 
    313 </div> 
    314 <div class="memdoc"> 
    315  
    316 <p> 
    317 Returns.  
    318 <p> 
    319 <dl compact><dt><b>Parameters:</b></dt><dd> 
    320   <table border="0" cellspacing="2" cellpadding="0"> 
    321     <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> 
    322     <tr><td valign="top"></td><td valign="top"><em>cond</em>&nbsp;</td><td>is numeric value of <code>rv</code> </td></tr> 
    323   </table> 
    324 </dl> 
    325  
    326 <p>References <a class="el" href="bdmbase_8h_source.html#l00376">bdm::mpdf::condition()</a>.</p> 
     263<p>Referenced by <a class="el" href="exp__family_8h-source.html#l00563">bdm::mlnorm&lt; ldmat, enorm &gt;::from_setting()</a>.</p> 
    327264 
    328265</div> 
    329266</div><p> 
    330267<hr>The documentation for this class was generated from the following file:<ul> 
    331 <li><a class="el" href="exp__family_8h_source.html">exp_family.h</a></ul> 
    332 </div> 
    333 <hr size="1"><address style="text-align: right;"><small>Generated on Wed Aug 5 00:07:02 2009 for mixpp by&nbsp; 
     268<li><a class="el" href="exp__family_8h-source.html">exp_family.h</a></ul> 
     269</div> 
     270<hr size="1"><address style="text-align: right;"><small>Generated on Sun Aug 16 17:58:19 2009 for mixpp by&nbsp; 
    334271<a href="http://www.doxygen.org/index.html"> 
    335 <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.9 </small></address> 
     272<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address> 
    336273</body> 
    337274</html>