71 | | <h1>bdm::KalmanCh Class Reference</h1><!-- doxytag: class="bdm::KalmanCh" --><!-- doxytag: inherits="Kalman< chmat >" --><code>#include <<a class="el" href="libKF_8h-source.html">libKF.h</a>></code> |
72 | | <p> |
73 | | <div class="dynheader"> |
74 | | Inheritance diagram for bdm::KalmanCh:</div> |
75 | | <div class="dynsection"> |
76 | | |
77 | | <p><center><img src="classbdm_1_1KalmanCh.png" usemap="#bdm::KalmanCh_map" border="0" alt=""></center> |
78 | | <map name="bdm::KalmanCh_map"> |
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80 | | <area href="classbdm_1_1BM.html" alt="bdm::BM" shape="rect" coords="447,56,586,80"> |
81 | | <area href="classbdm_1_1bdmroot.html" alt="bdm::bdmroot" shape="rect" coords="447,0,586,24"> |
82 | | <area href="classbdm_1_1EKFCh.html" alt="bdm::EKFCh" shape="rect" coords="447,224,586,248"> |
83 | | <area href="classbdm_1_1EKFCh__cond.html" alt="bdm::EKFCh_cond" shape="rect" coords="0,280,139,304"> |
84 | | <area href="classbdm_1_1EKFCh__unQ.html" alt="bdm::EKFCh_unQ" shape="rect" coords="149,280,288,304"> |
85 | | <area href="classEKF__unQ.html" alt="EKF_unQ" shape="rect" coords="298,280,437,304"> |
86 | | <area href="classEKF__unQ.html" alt="EKF_unQ" shape="rect" coords="447,280,586,304"> |
87 | | <area href="classEKF__unQ.html" alt="EKF_unQ" shape="rect" coords="596,280,735,304"> |
88 | | <area href="classEKFCh__cond.html" alt="EKFCh_cond" shape="rect" coords="745,280,884,304"> |
89 | | <area href="classEKFCh__du__kQ.html" alt="EKFCh_du_kQ" shape="rect" coords="894,280,1033,304"> |
90 | | </map> |
91 | | </div> |
92 | | |
93 | | <p> |
94 | | <a href="classbdm_1_1KalmanCh-members.html">List of all members.</a><hr><a name="_details"></a><h2>Detailed Description</h2> |
| 71 | <h1>bdm::KalmanCh Class Reference</h1><!-- doxytag: class="bdm::KalmanCh" --><!-- doxytag: inherits="Kalman< chmat >" --><a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter in square root form. |
| 72 | <a href="#_details">More...</a> |
| 73 | <p> |
| 74 | <code>#include <<a class="el" href="libKF_8h-source.html">libKF.h</a>></code> |
| 75 | <p> |
| 76 | |
| 77 | <p> |
| 78 | <a href="classbdm_1_1KalmanCh-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0"> |
| 79 | <tr><td></td></tr> |
| 80 | <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> |
| 81 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="24ce65bdaa538d4d5153d709a929b996"></a><!-- doxytag: member="bdm::KalmanCh::_copy_" ref="24ce65bdaa538d4d5153d709a929b996" args="() const " --> |
| 82 | <a class="el" href="classbdm_1_1BM.html">BM</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#24ce65bdaa538d4d5153d709a929b996">_copy_</a> () const </td></tr> |
| 83 | |
| 84 | <tr><td class="mdescLeft"> </td><td class="mdescRight">copy constructor <br></td></tr> |
| 85 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="20a4d4c664e8ac8a3f1bb7b0d11c6d87"></a><!-- doxytag: member="bdm::KalmanCh::set_parameters" ref="20a4d4c664e8ac8a3f1bb7b0d11c6d87" args="(const mat &A0, const mat &B0, const mat &C0, const mat &D0, const chmat &Q0, const chmat &R0)" --> |
| 86 | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#20a4d4c664e8ac8a3f1bb7b0d11c6d87">set_parameters</a> (const mat &A0, const mat &B0, const mat &C0, const mat &D0, const <a class="el" href="classchmat.html">chmat</a> &Q0, const <a class="el" href="classchmat.html">chmat</a> &R0)</td></tr> |
| 87 | |
| 88 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set parameters with check of relevance. <br></td></tr> |
| 89 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6e169272657ed101f3d128b49c59b890"></a><!-- doxytag: member="bdm::KalmanCh::set_statistics" ref="6e169272657ed101f3d128b49c59b890" args="(const vec &mu0, const chmat &P0)" --> |
| 90 | void </td><td class="memItemRight" valign="bottom"><b>set_statistics</b> (const vec &mu0, const <a class="el" href="classchmat.html">chmat</a> &P0)</td></tr> |
| 91 | |
| 92 | <tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#b41fe5540548100b08e1684c3be767b6">bayes</a> (const vec &dt)</td></tr> |
| 93 | |
| 94 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Here dt = [yt;ut] of appropriate dimensions. <a href="#b41fe5540548100b08e1684c3be767b6"></a><br></td></tr> |
| 95 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9264fc6b173ecb803d2684b883f32c68"></a><!-- doxytag: member="bdm::KalmanCh::set_est" ref="9264fc6b173ecb803d2684b883f32c68" args="(const vec &mu0, const chmat &P0)" --> |
| 96 | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#9264fc6b173ecb803d2684b883f32c68">set_est</a> (const vec &mu0, const <a class="el" href="classchmat.html">chmat</a> &P0)</td></tr> |
| 97 | |
| 98 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set estimate values, used e.g. in initialization. <br></td></tr> |
| 99 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f75e487ff6c129d7012d702030f8c890"></a><!-- doxytag: member="bdm::KalmanCh::posterior" ref="f75e487ff6c129d7012d702030f8c890" args="() const" --> |
| 100 | const <a class="el" href="classbdm_1_1epdf.html">epdf</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#f75e487ff6c129d7012d702030f8c890">posterior</a> () const</td></tr> |
| 101 | |
| 102 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
| 103 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c34989b1e53c7d4ecdaea63a95ddbd77"></a><!-- doxytag: member="bdm::KalmanCh::_e" ref="c34989b1e53c7d4ecdaea63a95ddbd77" args="() const" --> |
| 104 | const <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classchmat.html">chmat</a> > * </td><td class="memItemRight" valign="bottom"><b>_e</b> () const</td></tr> |
| 105 | |
| 106 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c788ec6e6c6f5f5861ae8a56d8ede277"></a><!-- doxytag: member="bdm::KalmanCh::__K" ref="c788ec6e6c6f5f5861ae8a56d8ede277" args="()" --> |
| 107 | mat & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#c788ec6e6c6f5f5861ae8a56d8ede277">__K</a> ()</td></tr> |
| 108 | |
| 109 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
| 110 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a250d1dbe7bba861dba2a324520cfa48"></a><!-- doxytag: member="bdm::KalmanCh::_dP" ref="a250d1dbe7bba861dba2a324520cfa48" args="()" --> |
| 111 | vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#a250d1dbe7bba861dba2a324520cfa48">_dP</a> ()</td></tr> |
| 112 | |
| 113 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
| 114 | <tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> |
| 115 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::KalmanCh::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &Dt)" --> |
| 116 | virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#1dee3fddaf021e62d925289660a707dc">bayesB</a> (const mat &Dt)</td></tr> |
| 117 | |
| 118 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr> |
| 119 | <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &dt) const </td></tr> |
| 120 | |
| 121 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::KalmanCh::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &dt) const " --> |
| 122 | vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae">logpred_m</a> (const mat &dt) const </td></tr> |
| 123 | |
| 124 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix version of logpred. <br></td></tr> |
| 125 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::KalmanCh::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> |
| 126 | virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr> |
| 127 | |
| 128 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr> |
| 129 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::KalmanCh::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> |
| 130 | virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr> |
| 131 | |
| 132 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Constructs a conditional density 1-step ahead predictor. <br></td></tr> |
| 133 | <tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> |
| 134 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::KalmanCh::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " --> |
| 135 | const <a class="el" href="classbdm_1_1RV.html">RV</a> & </td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr> |
| 136 | |
| 137 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::KalmanCh::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &rv)" --> |
| 138 | void </td><td class="memItemRight" valign="bottom"><b>set_drv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &rv)</td></tr> |
| 139 | |
| 140 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::KalmanCh::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &rv)" --> |
| 141 | void </td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &rv)</td></tr> |
| 142 | |
| 143 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::KalmanCh::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " --> |
| 144 | double </td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr> |
| 145 | |
| 146 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::KalmanCh::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> |
| 147 | void </td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr> |
| 148 | |
| 149 | <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> |
| 150 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="48611c8582706cfa62e832be0972e75d"></a><!-- doxytag: member="bdm::KalmanCh::preA" ref="48611c8582706cfa62e832be0972e75d" args="" --> |
| 151 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#48611c8582706cfa62e832be0972e75d">preA</a></td></tr> |
| 152 | |
| 153 | <tr><td class="mdescLeft"> </td><td class="mdescRight">pre array (triangular matrix) <br></td></tr> |
| 154 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bcbd68f51d4b57246e7784ca5900171f"></a><!-- doxytag: member="bdm::KalmanCh::postA" ref="bcbd68f51d4b57246e7784ca5900171f" args="" --> |
| 155 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#bcbd68f51d4b57246e7784ca5900171f">postA</a></td></tr> |
| 156 | |
| 157 | <tr><td class="mdescLeft"> </td><td class="mdescRight">post array (triangular matrix) <br></td></tr> |
| 158 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3fe475a1e920b20b63bb342c0e1571f7"></a><!-- doxytag: member="bdm::KalmanCh::rvy" ref="3fe475a1e920b20b63bb342c0e1571f7" args="" --> |
| 159 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#3fe475a1e920b20b63bb342c0e1571f7">rvy</a></td></tr> |
| 160 | |
| 161 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Indetifier of output rv. <br></td></tr> |
| 162 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="149e27424fd1a7cc1c998ea088618a94"></a><!-- doxytag: member="bdm::KalmanCh::rvu" ref="149e27424fd1a7cc1c998ea088618a94" args="" --> |
| 163 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#149e27424fd1a7cc1c998ea088618a94">rvu</a></td></tr> |
| 164 | |
| 165 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Indetifier of exogeneous rv. <br></td></tr> |
| 166 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ba7699cdb3b1382a54d3e28b9b7517fa"></a><!-- doxytag: member="bdm::KalmanCh::dimx" ref="ba7699cdb3b1382a54d3e28b9b7517fa" args="" --> |
| 167 | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#ba7699cdb3b1382a54d3e28b9b7517fa">dimx</a></td></tr> |
| 168 | |
| 169 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of rv.count() <br></td></tr> |
| 170 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2c36ba01760bf207b985bf321b7817f"></a><!-- doxytag: member="bdm::KalmanCh::dimy" ref="d2c36ba01760bf207b985bf321b7817f" args="" --> |
| 171 | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#d2c36ba01760bf207b985bf321b7817f">dimy</a></td></tr> |
| 172 | |
| 173 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of rvy.count() <br></td></tr> |
| 174 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c5136ef617f6ac0e426bea222755d92b"></a><!-- doxytag: member="bdm::KalmanCh::dimu" ref="c5136ef617f6ac0e426bea222755d92b" args="" --> |
| 175 | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#c5136ef617f6ac0e426bea222755d92b">dimu</a></td></tr> |
| 176 | |
| 177 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of rvu.count() <br></td></tr> |
| 178 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a2072e2090c10fac74ad30a023a4ace"></a><!-- doxytag: member="bdm::KalmanCh::A" ref="0a2072e2090c10fac74ad30a023a4ace" args="" --> |
| 179 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#0a2072e2090c10fac74ad30a023a4ace">A</a></td></tr> |
| 180 | |
| 181 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix A. <br></td></tr> |
| 182 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5977b2c81857948a35105f0e7840203c"></a><!-- doxytag: member="bdm::KalmanCh::B" ref="5977b2c81857948a35105f0e7840203c" args="" --> |
| 183 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#5977b2c81857948a35105f0e7840203c">B</a></td></tr> |
| 184 | |
| 185 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix B. <br></td></tr> |
| 186 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="818eba63a23972786a4579ad30294177"></a><!-- doxytag: member="bdm::KalmanCh::C" ref="818eba63a23972786a4579ad30294177" args="" --> |
| 187 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#818eba63a23972786a4579ad30294177">C</a></td></tr> |
| 188 | |
| 189 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix C. <br></td></tr> |
| 190 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7b56ac423d0654b5755e4f852a870456"></a><!-- doxytag: member="bdm::KalmanCh::D" ref="7b56ac423d0654b5755e4f852a870456" args="" --> |
| 191 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#7b56ac423d0654b5755e4f852a870456">D</a></td></tr> |
| 192 | |
| 193 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix D. <br></td></tr> |
| 194 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="70f8bf19e81b532c60fd3a7a152425ee"></a><!-- doxytag: member="bdm::KalmanCh::Q" ref="70f8bf19e81b532c60fd3a7a152425ee" args="" --> |
| 195 | <a class="el" href="classchmat.html">chmat</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#70f8bf19e81b532c60fd3a7a152425ee">Q</a></td></tr> |
| 196 | |
| 197 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix Q in square-root form. <br></td></tr> |
| 198 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="475b088287cdfbba4dc60a3d027728b7"></a><!-- doxytag: member="bdm::KalmanCh::R" ref="475b088287cdfbba4dc60a3d027728b7" args="" --> |
| 199 | <a class="el" href="classchmat.html">chmat</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#475b088287cdfbba4dc60a3d027728b7">R</a></td></tr> |
| 200 | |
| 201 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix R in square-root form. <br></td></tr> |
| 202 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="383f329ff18bbe219254c8b3b916f40d"></a><!-- doxytag: member="bdm::KalmanCh::est" ref="383f329ff18bbe219254c8b3b916f40d" args="" --> |
| 203 | <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classchmat.html">chmat</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#383f329ff18bbe219254c8b3b916f40d">est</a></td></tr> |
| 204 | |
| 205 | <tr><td class="mdescLeft"> </td><td class="mdescRight">posterior density on $x_t$ <br></td></tr> |
| 206 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ba555c394c429f6831c9bbabfa2c944c"></a><!-- doxytag: member="bdm::KalmanCh::fy" ref="ba555c394c429f6831c9bbabfa2c944c" args="" --> |
| 207 | <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classchmat.html">chmat</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#ba555c394c429f6831c9bbabfa2c944c">fy</a></td></tr> |
| 208 | |
| 209 | <tr><td class="mdescLeft"> </td><td class="mdescRight">preditive density on $y_t$ <br></td></tr> |
| 210 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bd69dfb802465f22dd84d73a180d5c92"></a><!-- doxytag: member="bdm::KalmanCh::_K" ref="bd69dfb802465f22dd84d73a180d5c92" args="" --> |
| 211 | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#bd69dfb802465f22dd84d73a180d5c92">_K</a></td></tr> |
| 212 | |
| 213 | <tr><td class="mdescLeft"> </td><td class="mdescRight">placeholder for Kalman gain <br></td></tr> |
| 214 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c249d45258c8578b13858ad3e7b729b1"></a><!-- doxytag: member="bdm::KalmanCh::_yp" ref="c249d45258c8578b13858ad3e7b729b1" args="" --> |
| 215 | vec & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#c249d45258c8578b13858ad3e7b729b1">_yp</a></td></tr> |
| 216 | |
| 217 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of fy.mu <br></td></tr> |
| 218 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2dd268f2d7fbe6382cb8825a1114192a"></a><!-- doxytag: member="bdm::KalmanCh::_Ry" ref="2dd268f2d7fbe6382cb8825a1114192a" args="" --> |
| 219 | <a class="el" href="classchmat.html">chmat</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#2dd268f2d7fbe6382cb8825a1114192a">_Ry</a></td></tr> |
| 220 | |
| 221 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of fy.R <br></td></tr> |
| 222 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fa172078091e45561343fa513dd573b0"></a><!-- doxytag: member="bdm::KalmanCh::_mu" ref="fa172078091e45561343fa513dd573b0" args="" --> |
| 223 | vec & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#fa172078091e45561343fa513dd573b0">_mu</a></td></tr> |
| 224 | |
| 225 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of est.mu <br></td></tr> |
| 226 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="00c27b0bf324f0018497921ca23c71ed"></a><!-- doxytag: member="bdm::KalmanCh::_P" ref="00c27b0bf324f0018497921ca23c71ed" args="" --> |
| 227 | <a class="el" href="classchmat.html">chmat</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#00c27b0bf324f0018497921ca23c71ed">_P</a></td></tr> |
| 228 | |
| 229 | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of est.R <br></td></tr> |
| 230 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::KalmanCh::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" --> |
| 231 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">drv</a></td></tr> |
| 232 | |
| 233 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Random variable of the data (optional). <br></td></tr> |
| 234 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::KalmanCh::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" --> |
| 235 | double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> |
| 236 | |
| 237 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr> |
| 238 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::KalmanCh::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" --> |
| 239 | bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> |
| 240 | |
| 241 | <tr><td class="mdescLeft"> </td><td class="mdescRight">If true, the filter will compute likelihood of the data record and store it in <code>ll</code> . Set to false if you want to save computational time. <br></td></tr> |
| 242 | <tr><td colspan="2"><br><h2>Extension to conditional BM</h2></td></tr> |
| 243 | <tr><td colspan="2">This extension is useful e.g. in Marginalized Particle Filter (<a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>). Alternatively, it can be used for automated connection to <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> when the condition is observed <br><br></td></tr> |
| 244 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::KalmanCh::_rvc" ref="b5e8e016be16e4029c789063cb3f3b33" args="() const " --> |
| 245 | const <a class="el" href="classbdm_1_1RV.html">RV</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr> |
| 246 | |
| 247 | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
| 248 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::KalmanCh::condition" ref="6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &val)" --> |
| 249 | virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4">condition</a> (const vec &val)</td></tr> |
| 250 | |
| 251 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br></td></tr> |
| 252 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="de95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::KalmanCh::rvc" ref="de95c590d650b2db423d53992f0906cb" args="" --> |
| 253 | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">rvc</a></td></tr> |
| 254 | |
| 255 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Name of extension variable. <br></td></tr> |
| 256 | <tr><td colspan="2"><br><h2>Logging of results</h2></td></tr> |
| 257 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="224dd68a83c1472b43163763fa93c477"></a><!-- doxytag: member="bdm::KalmanCh::set_options" ref="224dd68a83c1472b43163763fa93c477" args="(const string &opt)" --> |
| 258 | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#224dd68a83c1472b43163763fa93c477">set_options</a> (const string &opt)</td></tr> |
| 259 | |
| 260 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set boolean options from a string. <br></td></tr> |
| 261 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aa5d1f7e638db229403e3917bf155ee3"></a><!-- doxytag: member="bdm::KalmanCh::log_add" ref="aa5d1f7e638db229403e3917bf155ee3" args="(logger *L, const string &name="")" --> |
| 262 | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#aa5d1f7e638db229403e3917bf155ee3">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> *L, const string &name="")</td></tr> |
| 263 | |
| 264 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Add all logged variables to a <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a>. <br></td></tr> |
| 265 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0647606eefbf294623bf664971c7d461"></a><!-- doxytag: member="bdm::KalmanCh::logit" ref="0647606eefbf294623bf664971c7d461" args="(logger *L)" --> |
| 266 | void </td><td class="memItemRight" valign="bottom"><b>logit</b> (<a class="el" href="classbdm_1_1logger.html">logger</a> *L)</td></tr> |
| 267 | |
| 268 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::KalmanCh::LIDs" ref="109c1a626a69031658e3a44e9e500cca" args="" --> |
| 269 | ivec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr> |
| 270 | |
| 271 | <tr><td class="mdescLeft"> </td><td class="mdescRight">IDs of storages in loggers. <br></td></tr> |
| 272 | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a5e0000d2c9df99b029eceff222f7d77"></a><!-- doxytag: member="bdm::KalmanCh::opt_L_bounds" ref="a5e0000d2c9df99b029eceff222f7d77" args="" --> |
| 273 | bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a5e0000d2c9df99b029eceff222f7d77">opt_L_bounds</a></td></tr> |
| 274 | |
| 275 | <tr><td class="mdescLeft"> </td><td class="mdescRight">Option for logging bounds. <br></td></tr> |
| 276 | </table> |
| 277 | <hr><a name="_details"></a><h2>Detailed Description</h2> |
127 | | </pre></div> <table border="0" cellpadding="0" cellspacing="0"> |
128 | | <tr><td></td></tr> |
129 | | <tr><td colspan="2"><br><h2>Extension to conditional BM</h2></td></tr> |
130 | | <tr><td colspan="2">This extension is useful e.g. in Marginalized Particle Filter (<a class="el" href="classbdm_1_1MPF.html">bdm::MPF</a>). Alternatively, it can be used for automated connection to <a class="el" href="classbdm_1_1DS.html" title="Abstract class for discrete-time sources of data.">DS</a> when the condition is observed <br><br></td></tr> |
131 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::KalmanCh::_rvc" ref="b5e8e016be16e4029c789063cb3f3b33" args="() const " --> |
132 | | const <a class="el" href="classbdm_1_1RV.html">RV</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr> |
133 | | |
134 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
135 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6799f4b16a6a59ed58b1d0d6e17116f4"></a><!-- doxytag: member="bdm::KalmanCh::condition" ref="6799f4b16a6a59ed58b1d0d6e17116f4" args="(const vec &val)" --> |
136 | | virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#6799f4b16a6a59ed58b1d0d6e17116f4">condition</a> (const vec &val)</td></tr> |
137 | | |
138 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br></td></tr> |
139 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="de95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::KalmanCh::rvc" ref="de95c590d650b2db423d53992f0906cb" args="" --> |
140 | | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">rvc</a></td></tr> |
141 | | |
142 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Name of extension variable. <br></td></tr> |
143 | | <tr><td colspan="2"><br><h2>Logging of results</h2></td></tr> |
144 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="224dd68a83c1472b43163763fa93c477"></a><!-- doxytag: member="bdm::KalmanCh::set_options" ref="224dd68a83c1472b43163763fa93c477" args="(const string &opt)" --> |
145 | | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#224dd68a83c1472b43163763fa93c477">set_options</a> (const string &opt)</td></tr> |
146 | | |
147 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set boolean options from a string. <br></td></tr> |
148 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="aa5d1f7e638db229403e3917bf155ee3"></a><!-- doxytag: member="bdm::KalmanCh::log_add" ref="aa5d1f7e638db229403e3917bf155ee3" args="(logger *L, const string &name="")" --> |
149 | | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#aa5d1f7e638db229403e3917bf155ee3">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> *L, const string &name="")</td></tr> |
150 | | |
151 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Add all logged variables to a <a class="el" href="classbdm_1_1logger.html" title="Class for storing results (and semi-results) of an experiment.">logger</a>. <br></td></tr> |
152 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0647606eefbf294623bf664971c7d461"></a><!-- doxytag: member="bdm::KalmanCh::logit" ref="0647606eefbf294623bf664971c7d461" args="(logger *L)" --> |
153 | | void </td><td class="memItemRight" valign="bottom"><b>logit</b> (<a class="el" href="classbdm_1_1logger.html">logger</a> *L)</td></tr> |
154 | | |
155 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::KalmanCh::LIDs" ref="109c1a626a69031658e3a44e9e500cca" args="" --> |
156 | | ivec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr> |
157 | | |
158 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">IDs of storages in loggers. <br></td></tr> |
159 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a5e0000d2c9df99b029eceff222f7d77"></a><!-- doxytag: member="bdm::KalmanCh::opt_L_bounds" ref="a5e0000d2c9df99b029eceff222f7d77" args="" --> |
160 | | bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a5e0000d2c9df99b029eceff222f7d77">opt_L_bounds</a></td></tr> |
161 | | |
162 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Option for logging bounds. <br></td></tr> |
163 | | <tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr> |
164 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="24ce65bdaa538d4d5153d709a929b996"></a><!-- doxytag: member="bdm::KalmanCh::_copy_" ref="24ce65bdaa538d4d5153d709a929b996" args="() const " --> |
165 | | <a class="el" href="classbdm_1_1BM.html">BM</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#24ce65bdaa538d4d5153d709a929b996">_copy_</a> () const </td></tr> |
166 | | |
167 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">copy constructor <br></td></tr> |
168 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="20a4d4c664e8ac8a3f1bb7b0d11c6d87"></a><!-- doxytag: member="bdm::KalmanCh::set_parameters" ref="20a4d4c664e8ac8a3f1bb7b0d11c6d87" args="(const mat &A0, const mat &B0, const mat &C0, const mat &D0, const chmat &Q0, const chmat &R0)" --> |
169 | | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#20a4d4c664e8ac8a3f1bb7b0d11c6d87">set_parameters</a> (const mat &A0, const mat &B0, const mat &C0, const mat &D0, const <a class="el" href="classchmat.html">chmat</a> &Q0, const <a class="el" href="classchmat.html">chmat</a> &R0)</td></tr> |
170 | | |
171 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set parameters with check of relevance. <br></td></tr> |
172 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="6e169272657ed101f3d128b49c59b890"></a><!-- doxytag: member="bdm::KalmanCh::set_statistics" ref="6e169272657ed101f3d128b49c59b890" args="(const vec &mu0, const chmat &P0)" --> |
173 | | void </td><td class="memItemRight" valign="bottom"><b>set_statistics</b> (const vec &mu0, const <a class="el" href="classchmat.html">chmat</a> &P0)</td></tr> |
174 | | |
175 | | <tr><td class="memItemLeft" nowrap align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#b41fe5540548100b08e1684c3be767b6">bayes</a> (const vec &dt)</td></tr> |
176 | | |
177 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Here dt = [yt;ut] of appropriate dimensions. <a href="#b41fe5540548100b08e1684c3be767b6"></a><br></td></tr> |
178 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="9264fc6b173ecb803d2684b883f32c68"></a><!-- doxytag: member="bdm::KalmanCh::set_est" ref="9264fc6b173ecb803d2684b883f32c68" args="(const vec &mu0, const chmat &P0)" --> |
179 | | void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#9264fc6b173ecb803d2684b883f32c68">set_est</a> (const vec &mu0, const <a class="el" href="classchmat.html">chmat</a> &P0)</td></tr> |
180 | | |
181 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Set estimate values, used e.g. in initialization. <br></td></tr> |
182 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f75e487ff6c129d7012d702030f8c890"></a><!-- doxytag: member="bdm::KalmanCh::posterior" ref="f75e487ff6c129d7012d702030f8c890" args="() const " --> |
183 | | const <a class="el" href="classbdm_1_1epdf.html">epdf</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#f75e487ff6c129d7012d702030f8c890">posterior</a> () const </td></tr> |
184 | | |
185 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
186 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c34989b1e53c7d4ecdaea63a95ddbd77"></a><!-- doxytag: member="bdm::KalmanCh::_e" ref="c34989b1e53c7d4ecdaea63a95ddbd77" args="() const " --> |
187 | | const <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classchmat.html">chmat</a> > * </td><td class="memItemRight" valign="bottom"><b>_e</b> () const </td></tr> |
188 | | |
189 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c788ec6e6c6f5f5861ae8a56d8ede277"></a><!-- doxytag: member="bdm::KalmanCh::__K" ref="c788ec6e6c6f5f5861ae8a56d8ede277" args="()" --> |
190 | | mat & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#c788ec6e6c6f5f5861ae8a56d8ede277">__K</a> ()</td></tr> |
191 | | |
192 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
193 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a250d1dbe7bba861dba2a324520cfa48"></a><!-- doxytag: member="bdm::KalmanCh::_dP" ref="a250d1dbe7bba861dba2a324520cfa48" args="()" --> |
194 | | vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#a250d1dbe7bba861dba2a324520cfa48">_dP</a> ()</td></tr> |
195 | | |
196 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">access function <br></td></tr> |
197 | | <tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr> |
198 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::KalmanCh::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &Dt)" --> |
199 | | virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#1dee3fddaf021e62d925289660a707dc">bayesB</a> (const mat &Dt)</td></tr> |
200 | | |
201 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr> |
202 | | <tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &dt) const </td></tr> |
203 | | |
204 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::KalmanCh::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &dt) const " --> |
205 | | vec </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae">logpred_m</a> (const mat &dt) const </td></tr> |
206 | | |
207 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix version of logpred. <br></td></tr> |
208 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::KalmanCh::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " --> |
209 | | virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr> |
210 | | |
211 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_49.png">. <br></td></tr> |
212 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::KalmanCh::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " --> |
213 | | virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr> |
214 | | |
215 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Constructs a conditional density 1-step ahead predictor. <br></td></tr> |
216 | | <tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr> |
217 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::KalmanCh::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " --> |
218 | | const <a class="el" href="classbdm_1_1RV.html">RV</a> & </td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr> |
219 | | |
220 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::KalmanCh::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &rv)" --> |
221 | | void </td><td class="memItemRight" valign="bottom"><b>set_drv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &rv)</td></tr> |
222 | | |
223 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::KalmanCh::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &rv)" --> |
224 | | void </td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &rv)</td></tr> |
225 | | |
226 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::KalmanCh::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " --> |
227 | | double </td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr> |
228 | | |
229 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::KalmanCh::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" --> |
230 | | void </td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr> |
231 | | |
232 | | <tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr> |
233 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="48611c8582706cfa62e832be0972e75d"></a><!-- doxytag: member="bdm::KalmanCh::preA" ref="48611c8582706cfa62e832be0972e75d" args="" --> |
234 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#48611c8582706cfa62e832be0972e75d">preA</a></td></tr> |
235 | | |
236 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">pre array (triangular matrix) <br></td></tr> |
237 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bcbd68f51d4b57246e7784ca5900171f"></a><!-- doxytag: member="bdm::KalmanCh::postA" ref="bcbd68f51d4b57246e7784ca5900171f" args="" --> |
238 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanCh.html#bcbd68f51d4b57246e7784ca5900171f">postA</a></td></tr> |
239 | | |
240 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">post array (triangular matrix) <br></td></tr> |
241 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3fe475a1e920b20b63bb342c0e1571f7"></a><!-- doxytag: member="bdm::KalmanCh::rvy" ref="3fe475a1e920b20b63bb342c0e1571f7" args="" --> |
242 | | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#3fe475a1e920b20b63bb342c0e1571f7">rvy</a></td></tr> |
243 | | |
244 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Indetifier of output rv. <br></td></tr> |
245 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="149e27424fd1a7cc1c998ea088618a94"></a><!-- doxytag: member="bdm::KalmanCh::rvu" ref="149e27424fd1a7cc1c998ea088618a94" args="" --> |
246 | | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#149e27424fd1a7cc1c998ea088618a94">rvu</a></td></tr> |
247 | | |
248 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Indetifier of exogeneous rv. <br></td></tr> |
249 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ba7699cdb3b1382a54d3e28b9b7517fa"></a><!-- doxytag: member="bdm::KalmanCh::dimx" ref="ba7699cdb3b1382a54d3e28b9b7517fa" args="" --> |
250 | | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#ba7699cdb3b1382a54d3e28b9b7517fa">dimx</a></td></tr> |
251 | | |
252 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of rv.count() <br></td></tr> |
253 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d2c36ba01760bf207b985bf321b7817f"></a><!-- doxytag: member="bdm::KalmanCh::dimy" ref="d2c36ba01760bf207b985bf321b7817f" args="" --> |
254 | | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#d2c36ba01760bf207b985bf321b7817f">dimy</a></td></tr> |
255 | | |
256 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of rvy.count() <br></td></tr> |
257 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c5136ef617f6ac0e426bea222755d92b"></a><!-- doxytag: member="bdm::KalmanCh::dimu" ref="c5136ef617f6ac0e426bea222755d92b" args="" --> |
258 | | int </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#c5136ef617f6ac0e426bea222755d92b">dimu</a></td></tr> |
259 | | |
260 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of rvu.count() <br></td></tr> |
261 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0a2072e2090c10fac74ad30a023a4ace"></a><!-- doxytag: member="bdm::KalmanCh::A" ref="0a2072e2090c10fac74ad30a023a4ace" args="" --> |
262 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#0a2072e2090c10fac74ad30a023a4ace">A</a></td></tr> |
263 | | |
264 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix A. <br></td></tr> |
265 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5977b2c81857948a35105f0e7840203c"></a><!-- doxytag: member="bdm::KalmanCh::B" ref="5977b2c81857948a35105f0e7840203c" args="" --> |
266 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#5977b2c81857948a35105f0e7840203c">B</a></td></tr> |
267 | | |
268 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix B. <br></td></tr> |
269 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="818eba63a23972786a4579ad30294177"></a><!-- doxytag: member="bdm::KalmanCh::C" ref="818eba63a23972786a4579ad30294177" args="" --> |
270 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#818eba63a23972786a4579ad30294177">C</a></td></tr> |
271 | | |
272 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix C. <br></td></tr> |
273 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7b56ac423d0654b5755e4f852a870456"></a><!-- doxytag: member="bdm::KalmanCh::D" ref="7b56ac423d0654b5755e4f852a870456" args="" --> |
274 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#7b56ac423d0654b5755e4f852a870456">D</a></td></tr> |
275 | | |
276 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix D. <br></td></tr> |
277 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="70f8bf19e81b532c60fd3a7a152425ee"></a><!-- doxytag: member="bdm::KalmanCh::Q" ref="70f8bf19e81b532c60fd3a7a152425ee" args="" --> |
278 | | <a class="el" href="classchmat.html">chmat</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#70f8bf19e81b532c60fd3a7a152425ee">Q</a></td></tr> |
279 | | |
280 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix Q in square-root form. <br></td></tr> |
281 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="475b088287cdfbba4dc60a3d027728b7"></a><!-- doxytag: member="bdm::KalmanCh::R" ref="475b088287cdfbba4dc60a3d027728b7" args="" --> |
282 | | <a class="el" href="classchmat.html">chmat</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#475b088287cdfbba4dc60a3d027728b7">R</a></td></tr> |
283 | | |
284 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix R in square-root form. <br></td></tr> |
285 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="383f329ff18bbe219254c8b3b916f40d"></a><!-- doxytag: member="bdm::KalmanCh::est" ref="383f329ff18bbe219254c8b3b916f40d" args="" --> |
286 | | <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classchmat.html">chmat</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#383f329ff18bbe219254c8b3b916f40d">est</a></td></tr> |
287 | | |
288 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">posterior density on $x_t$ <br></td></tr> |
289 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ba555c394c429f6831c9bbabfa2c944c"></a><!-- doxytag: member="bdm::KalmanCh::fy" ref="ba555c394c429f6831c9bbabfa2c944c" args="" --> |
290 | | <a class="el" href="classbdm_1_1enorm.html">enorm</a>< <a class="el" href="classchmat.html">chmat</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#ba555c394c429f6831c9bbabfa2c944c">fy</a></td></tr> |
291 | | |
292 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">preditive density on $y_t$ <br></td></tr> |
293 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="bd69dfb802465f22dd84d73a180d5c92"></a><!-- doxytag: member="bdm::KalmanCh::_K" ref="bd69dfb802465f22dd84d73a180d5c92" args="" --> |
294 | | mat </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#bd69dfb802465f22dd84d73a180d5c92">_K</a></td></tr> |
295 | | |
296 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">placeholder for Kalman gain <br></td></tr> |
297 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c249d45258c8578b13858ad3e7b729b1"></a><!-- doxytag: member="bdm::KalmanCh::_yp" ref="c249d45258c8578b13858ad3e7b729b1" args="" --> |
298 | | vec & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#c249d45258c8578b13858ad3e7b729b1">_yp</a></td></tr> |
299 | | |
300 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of fy.mu <br></td></tr> |
301 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2dd268f2d7fbe6382cb8825a1114192a"></a><!-- doxytag: member="bdm::KalmanCh::_Ry" ref="2dd268f2d7fbe6382cb8825a1114192a" args="" --> |
302 | | <a class="el" href="classchmat.html">chmat</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#2dd268f2d7fbe6382cb8825a1114192a">_Ry</a></td></tr> |
303 | | |
304 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of fy.R <br></td></tr> |
305 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="fa172078091e45561343fa513dd573b0"></a><!-- doxytag: member="bdm::KalmanCh::_mu" ref="fa172078091e45561343fa513dd573b0" args="" --> |
306 | | vec & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#fa172078091e45561343fa513dd573b0">_mu</a></td></tr> |
307 | | |
308 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of est.mu <br></td></tr> |
309 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="00c27b0bf324f0018497921ca23c71ed"></a><!-- doxytag: member="bdm::KalmanCh::_P" ref="00c27b0bf324f0018497921ca23c71ed" args="" --> |
310 | | <a class="el" href="classchmat.html">chmat</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1Kalman.html#00c27b0bf324f0018497921ca23c71ed">_P</a></td></tr> |
311 | | |
312 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">cache of est.R <br></td></tr> |
313 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::KalmanCh::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" --> |
314 | | <a class="el" href="classbdm_1_1RV.html">RV</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">drv</a></td></tr> |
315 | | |
316 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Random variable of the data (optional). <br></td></tr> |
317 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::KalmanCh::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" --> |
318 | | double </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr> |
319 | | |
320 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr> |
321 | | <tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::KalmanCh::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" --> |
322 | | bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr> |
323 | | |
324 | | <tr><td class="mdescLeft"> </td><td class="mdescRight">If true, the filter will compute likelihood of the data record and store it in <code>ll</code> . Set to false if you want to save computational time. <br></td></tr> |
325 | | </table> |
326 | | <hr><h2>Member Function Documentation</h2> |
| 310 | </pre></div> <hr><h2>Member Function Documentation</h2> |