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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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70 | <div class="contents"> |
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71 | <h1>bdm::mlstudent Class Reference</h1><!-- doxytag: class="bdm::mlstudent" --><!-- doxytag: inherits="mlnorm< ldmat >" --><code>#include <<a class="el" href="exp__family_8h-source.html">exp_family.h</a>></code> |
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72 | <p> |
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73 | |
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74 | <p> |
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75 | <a href="classbdm_1_1mlstudent-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> |
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76 | <tr><td></td></tr> |
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77 | <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> |
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78 | <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 &A0, const vec &mu0, const ldmat &R0, const ldmat &Lambda0)" --> |
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79 | void </td><td class="memItemRight" valign="bottom"><b>set_parameters</b> (const mat &A0, const vec &mu0, const <a class="el" href="classldmat.html">ldmat</a> &R0, const <a class="el" href="classldmat.html">ldmat</a> &Lambda0)</td></tr> |
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80 | |
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81 | <tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlstudent.html#efd37560585c8613897f30d3c2f58d0d">condition</a> (const vec &cond)</td></tr> |
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82 | |
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83 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="56e587952f94fcac6cfc999eae6dbced"></a><!-- doxytag: member="bdm::mlstudent::_mu_const" ref="56e587952f94fcac6cfc999eae6dbced" args="()" --> |
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84 | vec & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#56e587952f94fcac6cfc999eae6dbced">_mu_const</a> ()</td></tr> |
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85 | |
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86 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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87 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="262a2a486bff585f34bb6a5005b02614"></a><!-- doxytag: member="bdm::mlstudent::_A" ref="262a2a486bff585f34bb6a5005b02614" args="()" --> |
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88 | mat & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#262a2a486bff585f34bb6a5005b02614">_A</a> ()</td></tr> |
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89 | |
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90 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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91 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78120ecd1c2b1d7e80124b4603504604"></a><!-- doxytag: member="bdm::mlstudent::_R" ref="78120ecd1c2b1d7e80124b4603504604" args="()" --> |
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92 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#78120ecd1c2b1d7e80124b4603504604">_R</a> ()</td></tr> |
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93 | |
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94 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
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95 | <tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#30a0bceb948e287d497c578e371b1667">from_setting</a> (const Setting &set)</td></tr> |
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96 | |
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97 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="af0e6941ba5919cae1bc530e2181b109"></a><!-- doxytag: member="bdm::mlstudent::to_string" ref="af0e6941ba5919cae1bc530e2181b109" args="()" --> |
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98 | virtual string </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#af0e6941ba5919cae1bc530e2181b109">to_string</a> ()</td></tr> |
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99 | |
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100 | <tr><td class="mdescLeft"> </td><td class="mdescRight">This method returns a basic info about the current instance. <br></td></tr> |
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101 | <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 &set) const " --> |
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102 | virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#67d954d255ede776eade7334d4895790">to_setting</a> (Setting &set) const </td></tr> |
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103 | |
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104 | <tr><td class="mdescLeft"> </td><td class="mdescRight">This method save all the instance properties into the Setting structure. <br></td></tr> |
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105 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c314bd6d6dacb8ba78ea5eb88fd9516"></a><!-- doxytag: member="bdm::mlstudent::validate" ref="1c314bd6d6dacb8ba78ea5eb88fd9516" args="()" --> |
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106 | virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1root.html#1c314bd6d6dacb8ba78ea5eb88fd9516">validate</a> ()</td></tr> |
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107 | |
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108 | <tr><td class="mdescLeft"> </td><td class="mdescRight">This method TODO. <br></td></tr> |
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109 | <tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr> |
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110 | <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 &A, const vec &mu0, const ldmat &R)" --> |
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111 | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#5d18dec3167584338a4775c1d165d96f">set_parameters</a> (const mat &A, const vec &mu0, const <a class="el" href="classldmat.html">ldmat</a> &R)</td></tr> |
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112 | |
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113 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set <code>A</code> and <code>R</code>. <br></td></tr> |
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114 | <tr><td colspan="2"><div class="groupHeader">Matematical operations</div></td></tr> |
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115 | <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#f0c1db6fcbb3aae2dd6123884457a367">samplecond</a> (const vec &cond)</td></tr> |
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116 | |
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117 | <tr><td class="mdescLeft"> </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> |
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118 | <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#afe4185b26baeb03688202e254d3b005">samplecond_m</a> (const vec &cond, int N)</td></tr> |
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119 | |
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120 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Returns. <a href="#afe4185b26baeb03688202e254d3b005"></a><br></td></tr> |
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121 | <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 &dt, const vec &cond)" --> |
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122 | virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#6336a8a72462e2a56a3989a220f18b1b">evallogcond</a> (const vec &dt, const vec &cond)</td></tr> |
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123 | |
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124 | <tr><td class="mdescLeft"> </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> |
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125 | <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 &Dt, const vec &cond)" --> |
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126 | virtual vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#0b0ed1ed663071bb7cf4a1349eb94fcb">evallogcond_m</a> (const mat &Dt, const vec &cond)</td></tr> |
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127 | |
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128 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix version of evallogcond. <br></td></tr> |
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129 | <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< vec > &Dt, const vec &cond)" --> |
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130 | virtual vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#2a0d03756f59924fd038980ee60bd904">evallogcond_m</a> (const Array< vec > &Dt, const vec &cond)</td></tr> |
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131 | |
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132 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Array<vec> version of evallogcond. <br></td></tr> |
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133 | <tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> |
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134 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5571482d150fbcb72cc36f6694ce1a10"></a><!-- doxytag: member="bdm::mlstudent::_rv" ref="5571482d150fbcb72cc36f6694ce1a10" args="()" --> |
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135 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><b>_rv</b> ()</td></tr> |
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136 | |
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137 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="26001264236846897bd11e4baad47245"></a><!-- doxytag: member="bdm::mlstudent::_rvc" ref="26001264236846897bd11e4baad47245" args="()" --> |
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138 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><b>_rvc</b> ()</td></tr> |
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139 | |
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140 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c2bae3e1e90874e72941863974ec0ed"></a><!-- doxytag: member="bdm::mlstudent::dimension" ref="1c2bae3e1e90874e72941863974ec0ed" args="()" --> |
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141 | int </td><td class="memItemRight" valign="bottom"><b>dimension</b> ()</td></tr> |
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142 | |
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143 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="35e135910aed187b7290742f50e61bc8"></a><!-- doxytag: member="bdm::mlstudent::dimensionc" ref="35e135910aed187b7290742f50e61bc8" args="()" --> |
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144 | int </td><td class="memItemRight" valign="bottom"><b>dimensionc</b> ()</td></tr> |
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145 | |
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146 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1892fe3933488942253679f068e9e7f6"></a><!-- doxytag: member="bdm::mlstudent::_epdf" ref="1892fe3933488942253679f068e9e7f6" args="()" --> |
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147 | <a class="el" href="classbdm_1_1epdf.html">epdf</a> & </td><td class="memItemRight" valign="bottom"><b>_epdf</b> ()</td></tr> |
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148 | |
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149 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="05e843fd11c410a99dad2b88c55aca80"></a><!-- doxytag: member="bdm::mlstudent::_e" ref="05e843fd11c410a99dad2b88c55aca80" args="()" --> |
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150 | <a class="el" href="classbdm_1_1epdf.html">epdf</a> * </td><td class="memItemRight" valign="bottom"><b>_e</b> ()</td></tr> |
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151 | |
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152 | <tr><td colspan="2"><div class="groupHeader">Connection to other objects</div></td></tr> |
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153 | <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 &rvc0)" --> |
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154 | void </td><td class="memItemRight" valign="bottom"><b>set_rvc</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &rvc0)</td></tr> |
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155 | |
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156 | <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 &rv0)" --> |
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157 | void </td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &rv0)</td></tr> |
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158 | |
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159 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f8e3798150b42fd1f3e16ddbbe0e7045"></a><!-- doxytag: member="bdm::mlstudent::isnamed" ref="f8e3798150b42fd1f3e16ddbbe0e7045" args="()" --> |
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160 | bool </td><td class="memItemRight" valign="bottom"><b>isnamed</b> ()</td></tr> |
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161 | |
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162 | <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> |
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163 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="41595144a79594acbe288c6b59412657"></a><!-- doxytag: member="bdm::mlstudent::Lambda" ref="41595144a79594acbe288c6b59412657" args="" --> |
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164 | <a class="el" href="classldmat.html">ldmat</a> </td><td class="memItemRight" valign="bottom"><b>Lambda</b></td></tr> |
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165 | |
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166 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="72e9bda4d6684e07faafc4b2192daf39"></a><!-- doxytag: member="bdm::mlstudent::_R" ref="72e9bda4d6684e07faafc4b2192daf39" args="" --> |
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167 | <a class="el" href="classldmat.html">ldmat</a> & </td><td class="memItemRight" valign="bottom"><b>_R</b></td></tr> |
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168 | |
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169 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1c063ad6cb6e079ee11bc4128c2c9fe8"></a><!-- doxytag: member="bdm::mlstudent::Re" ref="1c063ad6cb6e079ee11bc4128c2c9fe8" args="" --> |
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170 | <a class="el" href="classldmat.html">ldmat</a> </td><td class="memItemRight" valign="bottom"><b>Re</b></td></tr> |
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171 | |
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172 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="150ad6acb223b0a0abeaf92346686dcd"></a><!-- doxytag: member="bdm::mlstudent::epdf" ref="150ad6acb223b0a0abeaf92346686dcd" args="" --> |
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173 | <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classldmat.html">ldmat</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mlnorm.html#150ad6acb223b0a0abeaf92346686dcd">epdf</a></td></tr> |
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174 | |
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175 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Internal epdf that arise by conditioning on <code>rvc</code>. <br></td></tr> |
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176 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8207ae86d1722102897e139a23e29af8"></a><!-- doxytag: member="bdm::mlstudent::A" ref="8207ae86d1722102897e139a23e29af8" args="" --> |
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177 | mat </td><td class="memItemRight" valign="bottom"><b>A</b></td></tr> |
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178 | |
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179 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3a019144d414d1737aea331ffe1c3845"></a><!-- doxytag: member="bdm::mlstudent::mu_const" ref="3a019144d414d1737aea331ffe1c3845" args="" --> |
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180 | vec </td><td class="memItemRight" valign="bottom"><b>mu_const</b></td></tr> |
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181 | |
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182 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="dea5ea658d5020c11da91275f592244b"></a><!-- doxytag: member="bdm::mlstudent::_mu" ref="dea5ea658d5020c11da91275f592244b" args="" --> |
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183 | vec & </td><td class="memItemRight" valign="bottom"><b>_mu</b></td></tr> |
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184 | |
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185 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7c1900976ff13dbc09c9729b3bbff9e6"></a><!-- doxytag: member="bdm::mlstudent::dimc" ref="7c1900976ff13dbc09c9729b3bbff9e6" args="" --> |
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186 | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#7c1900976ff13dbc09c9729b3bbff9e6">dimc</a></td></tr> |
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187 | |
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188 | <tr><td class="mdescLeft"> </td><td class="mdescRight">dimension of the condition <br></td></tr> |
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189 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5a5f08950daa08b85b01ddf4e1c36288"></a><!-- doxytag: member="bdm::mlstudent::rvc" ref="5a5f08950daa08b85b01ddf4e1c36288" args="" --> |
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190 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5a5f08950daa08b85b01ddf4e1c36288">rvc</a></td></tr> |
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191 | |
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192 | <tr><td class="mdescLeft"> </td><td class="mdescRight">random variable in condition <br></td></tr> |
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193 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5eea43c56d38e4441bfb30270db949c0"></a><!-- doxytag: member="bdm::mlstudent::ep" ref="5eea43c56d38e4441bfb30270db949c0" args="" --> |
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194 | <a class="el" href="classbdm_1_1epdf.html">epdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1mpdf.html#5eea43c56d38e4441bfb30270db949c0">ep</a></td></tr> |
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195 | |
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196 | <tr><td class="mdescLeft"> </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> |
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197 | <tr><td colspan="2"><br><h2>Friends</h2></td></tr> |
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198 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1917009347bb410f73bf827df8767b09"></a><!-- doxytag: member="bdm::mlstudent::operator<<" ref="1917009347bb410f73bf827df8767b09" args="(std::ostream &os, mlnorm< sq_M > &ml)" --> |
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199 | std::ostream & </td><td class="memItemRight" valign="bottom"><b>operator<<</b> (std::ostream &os, <a class="el" href="classbdm_1_1mlnorm.html">mlnorm</a>< sq_M > &ml)</td></tr> |
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200 | |
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201 | </table> |
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202 | <hr><a name="_details"></a><h2>Detailed Description</h2> |
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203 | (Approximate) Student t density with linear function of mean value<p> |
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204 | The 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> |
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205 | Perhaps a moment-matching technique? <hr><h2>Member Function Documentation</h2> |
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206 | <a class="anchor" name="efd37560585c8613897f30d3c2f58d0d"></a><!-- doxytag: member="bdm::mlstudent::condition" ref="efd37560585c8613897f30d3c2f58d0d" args="(const vec &cond)" --> |
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207 | <div class="memitem"> |
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208 | <div class="memproto"> |
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209 | <table class="memname"> |
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210 | <tr> |
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211 | <td class="memname">void bdm::mlstudent::condition </td> |
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212 | <td>(</td> |
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213 | <td class="paramtype">const vec & </td> |
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214 | <td class="paramname"> <em>cond</em> </td> |
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215 | <td> ) </td> |
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216 | <td><code> [inline, virtual]</code></td> |
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217 | </tr> |
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218 | </table> |
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219 | </div> |
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220 | <div class="memdoc"> |
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221 | |
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222 | <p> |
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223 | Set 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. |
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224 | <p>Reimplemented from <a class="el" href="classbdm_1_1mlnorm.html#0dafc0196e7e07fd06dc6716e0e18bc2">bdm::mlnorm< ldmat ></a>.</p> |
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225 | |
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226 | <p>References <a class="el" href="exp__family_8h-source.html#l00551">bdm::mlnorm< ldmat >::_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> |
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227 | |
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228 | </div> |
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229 | </div><p> |
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230 | <a class="anchor" name="30a0bceb948e287d497c578e371b1667"></a><!-- doxytag: member="bdm::mlstudent::from_setting" ref="30a0bceb948e287d497c578e371b1667" args="(const Setting &set)" --> |
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231 | <div class="memitem"> |
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232 | <div class="memproto"> |
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233 | <table class="memname"> |
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234 | <tr> |
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235 | <td class="memname">void bdm::mpdf::from_setting </td> |
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236 | <td>(</td> |
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237 | <td class="paramtype">const Setting & </td> |
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238 | <td class="paramname"> <em>set</em> </td> |
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239 | <td> ) </td> |
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240 | <td><code> [inline, virtual, inherited]</code></td> |
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241 | </tr> |
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242 | </table> |
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243 | </div> |
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244 | <div class="memdoc"> |
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245 | |
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246 | <p> |
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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> |
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248 | <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> |
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249 | <span class="comment">// elements of offsprings</span> |
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250 | } |
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251 | </pre></div> |
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252 | <p>Reimplemented from <a class="el" href="classbdm_1_1root.html#0551e3121091c5199bf4413b50522176">bdm::root</a>.</p> |
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253 | |
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254 | <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< sq_T ></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> |
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255 | |
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256 | </div> |
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257 | </div><p> |
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258 | <a class="anchor" name="f0c1db6fcbb3aae2dd6123884457a367"></a><!-- doxytag: member="bdm::mlstudent::samplecond" ref="f0c1db6fcbb3aae2dd6123884457a367" args="(const vec &cond)" --> |
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259 | <div class="memitem"> |
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260 | <div class="memproto"> |
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261 | <table class="memname"> |
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262 | <tr> |
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263 | <td class="memname">virtual vec bdm::mpdf::samplecond </td> |
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264 | <td>(</td> |
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265 | <td class="paramtype">const vec & </td> |
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266 | <td class="paramname"> <em>cond</em> </td> |
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267 | <td> ) </td> |
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268 | <td><code> [inline, virtual, inherited]</code></td> |
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269 | </tr> |
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270 | </table> |
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271 | </div> |
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272 | <div class="memdoc"> |
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273 | |
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274 | <p> |
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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">. |
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276 | <p> |
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277 | <dl compact><dt><b>Parameters:</b></dt><dd> |
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278 | <table border="0" cellspacing="2" cellpadding="0"> |
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279 | <tr><td valign="top"></td><td valign="top"><em>cond</em> </td><td>is numeric value of <code>rv</code> </td></tr> |
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280 | </table> |
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281 | </dl> |
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282 | |
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283 | <p>Reimplemented in <a class="el" href="classbdm_1_1mprod.html#ee715a8013acf9892f6cb489db595555">bdm::mprod</a>.</p> |
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284 | |
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285 | <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> |
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286 | |
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287 | <p>Referenced by <a class="el" href="particles_8h-source.html#l00207">bdm::MPF< BM_T >::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> |
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288 | |
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289 | </div> |
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290 | </div><p> |
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291 | <a class="anchor" name="afe4185b26baeb03688202e254d3b005"></a><!-- doxytag: member="bdm::mlstudent::samplecond_m" ref="afe4185b26baeb03688202e254d3b005" args="(const vec &cond, int N)" --> |
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292 | <div class="memitem"> |
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293 | <div class="memproto"> |
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294 | <table class="memname"> |
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295 | <tr> |
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296 | <td class="memname">virtual mat bdm::mpdf::samplecond_m </td> |
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297 | <td>(</td> |
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298 | <td class="paramtype">const vec & </td> |
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299 | <td class="paramname"> <em>cond</em>, </td> |
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300 | </tr> |
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301 | <tr> |
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302 | <td class="paramkey"></td> |
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303 | <td></td> |
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304 | <td class="paramtype">int </td> |
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305 | <td class="paramname"> <em>N</em></td><td> </td> |
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306 | </tr> |
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307 | <tr> |
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308 | <td></td> |
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309 | <td>)</td> |
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310 | <td></td><td></td><td><code> [inline, virtual, inherited]</code></td> |
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311 | </tr> |
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312 | </table> |
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313 | </div> |
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314 | <div class="memdoc"> |
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315 | |
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316 | <p> |
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317 | Returns. |
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318 | <p> |
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319 | <dl compact><dt><b>Parameters:</b></dt><dd> |
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320 | <table border="0" cellspacing="2" cellpadding="0"> |
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321 | <tr><td valign="top"></td><td valign="top"><em>N</em> </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> |
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322 | <tr><td valign="top"></td><td valign="top"><em>cond</em> </td><td>is numeric value of <code>rv</code> </td></tr> |
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323 | </table> |
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324 | </dl> |
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325 | |
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326 | <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> |
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327 | |
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328 | </div> |
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329 | </div><p> |
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330 | <hr>The documentation for this class was generated from the following file:<ul> |
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331 | <li><a class="el" href="exp__family_8h-source.html">exp_family.h</a></ul> |
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332 | </div> |
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333 | <hr size="1"><address style="text-align: right;"><small>Generated on Wed Jun 24 21:53:06 2009 for mixpp by |
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334 | <a href="http://www.doxygen.org/index.html"> |
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335 | <img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address> |
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336 | </body> |
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337 | </html> |
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