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3<title>mixpp: bdm::EKFful_unQR Class Reference</title>
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[259]49<div class="navigation" id="top">
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64      <li><a href="functions.html"><span>Class&nbsp;Members</span></a></li>
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[271]67  <div class="navpath"><b>bdm</b>::<a class="el" href="classbdm_1_1EKFful__unQR.html">EKFful_unQR</a>
[259]68  </div>
69</div>
70<div class="contents">
[290]71<h1>bdm::EKFful_unQR Class Reference</h1><!-- doxytag: class="bdm::EKFful_unQR" --><!-- doxytag: inherits="bdm::EKFfull" -->Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with unknown <code>Q</code> and <code>R</code>. 
72<a href="#_details">More...</a>
[259]73<p>
[290]74<code>#include &lt;<a class="el" href="ekf__templ_8h-source.html">ekf_templ.h</a>&gt;</code>
75<p>
[259]76
77<p>
[290]78<a href="classbdm_1_1EKFful__unQR-members.html">List of all members.</a><table border="0" cellpadding="0" cellspacing="0">
[259]79<tr><td></td></tr>
80<tr><td colspan="2"><br><h2>Public Member Functions</h2></td></tr>
81<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="17a98c06f5efe38e0da0beb96d6f9584"></a><!-- doxytag: member="bdm::EKFful_unQR::condition" ref="17a98c06f5efe38e0da0beb96d6f9584" args="(const vec &amp;QR0)" -->
82void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFful__unQR.html#17a98c06f5efe38e0da0beb96d6f9584">condition</a> (const vec &amp;QR0)</td></tr>
83
84<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Substitute <code>val</code> for <code>rvc</code>. <br></td></tr>
85<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="78748da361ba61fef162b0d8956d1743"></a><!-- doxytag: member="bdm::EKFful_unQR::set_parameters" ref="78748da361ba61fef162b0d8956d1743" args="(diffbifn *pfxu, diffbifn *phxu, const mat Q0, const mat R0)" -->
[323]86void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html#78748da361ba61fef162b0d8956d1743">set_parameters</a> (<a class="el" href="classbdm_1_1diffbifn.html">diffbifn</a> *<a class="el" href="classbdm_1_1EKFfull.html#016d3ec108a430b1e70cf7d78bb963f4">pfxu</a>, <a class="el" href="classbdm_1_1diffbifn.html">diffbifn</a> *<a class="el" href="classbdm_1_1EKFfull.html#f7cdf9cf74284630b4578a2cb8ba92c7">phxu</a>, const mat Q0, const mat R0)</td></tr>
[259]87
88<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set nonlinear functions for mean values and covariance matrices. <br></td></tr>
89<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f149ae8e9ce14d9931a7bb2850736699"></a><!-- doxytag: member="bdm::EKFful_unQR::bayes" ref="f149ae8e9ce14d9931a7bb2850736699" args="(const vec &amp;dt)" -->
90void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html#f149ae8e9ce14d9931a7bb2850736699">bayes</a> (const vec &amp;dt)</td></tr>
91
92<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Here dt = [yt;ut] of appropriate dimensions. <br></td></tr>
93<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7562b3d3c17241dab3baf70258742eb2"></a><!-- doxytag: member="bdm::EKFful_unQR::set_est" ref="7562b3d3c17241dab3baf70258742eb2" args="(vec mu0, mat P0)" -->
94void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html#7562b3d3c17241dab3baf70258742eb2">set_est</a> (vec mu0, mat P0)</td></tr>
95
96<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">set estimates <br></td></tr>
[271]97<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7e9a69f36a0a0615c9abb806772ef36d"></a><!-- doxytag: member="bdm::EKFful_unQR::posterior" ref="7e9a69f36a0a0615c9abb806772ef36d" args="() const " -->
98const <a class="el" href="classbdm_1_1epdf.html">epdf</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html#7e9a69f36a0a0615c9abb806772ef36d">posterior</a> () const </td></tr>
[259]99
100<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">dummy! <br></td></tr>
101<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="3d0e427d4d2fb7ac20358ce629f5d510"></a><!-- doxytag: member="bdm::EKFful_unQR::_e" ref="3d0e427d4d2fb7ac20358ce629f5d510" args="() const " -->
[270]102const <a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; <a class="el" href="classfsqmat.html">fsqmat</a> &gt; *&nbsp;</td><td class="memItemRight" valign="bottom"><b>_e</b> () const </td></tr>
[259]103
104<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="d4f57cb8af64b06c530f528c32596d4d"></a><!-- doxytag: member="bdm::EKFful_unQR::_R" ref="d4f57cb8af64b06c530f528c32596d4d" args="()" -->
105const mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>_R</b> ()</td></tr>
106
[270]107<tr><td colspan="2"><div class="groupHeader">Constructors</div></td></tr>
[287]108<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual <a class="el" href="classbdm_1_1BM.html">BM</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#40f01563651c1e4fe926189e41a6b8ab">_copy_</a> () const </td></tr>
[270]109
110<tr><td colspan="2"><div class="groupHeader">Mathematical operations</div></td></tr>
[259]111<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="1dee3fddaf021e62d925289660a707dc"></a><!-- doxytag: member="bdm::EKFful_unQR::bayesB" ref="1dee3fddaf021e62d925289660a707dc" args="(const mat &amp;Dt)" -->
112virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#1dee3fddaf021e62d925289660a707dc">bayesB</a> (const mat &amp;Dt)</td></tr>
113
114<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Batch Bayes rule (columns of Dt are observations). <br></td></tr>
115<tr><td class="memItemLeft" nowrap align="right" valign="top">virtual double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#50257e0c1e5b5c73153ea6e716ad8ae0">logpred</a> (const vec &amp;dt) const </td></tr>
116
117<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0e8ebe61fb14990abe1254bd3dda5fae"></a><!-- doxytag: member="bdm::EKFful_unQR::logpred_m" ref="0e8ebe61fb14990abe1254bd3dda5fae" args="(const mat &amp;dt) const " -->
118vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#0e8ebe61fb14990abe1254bd3dda5fae">logpred_m</a> (const mat &amp;dt) const </td></tr>
119
120<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Matrix version of logpred. <br></td></tr>
[270]121<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="688d7a2aced1e06aa1c468d73a9e5eba"></a><!-- doxytag: member="bdm::EKFful_unQR::epredictor" ref="688d7a2aced1e06aa1c468d73a9e5eba" args="() const " -->
122virtual <a class="el" href="classbdm_1_1epdf.html">epdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#688d7a2aced1e06aa1c468d73a9e5eba">epredictor</a> () const </td></tr>
[259]123
[323]124<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a predictive density <img class="formulaInl" alt="$ f(d_{t+1} |d_{t}, \ldots d_{0}) $" src="form_53.png">. <br></td></tr>
[270]125<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="598b25e3f3d96a5bc00a5faeb5b3c912"></a><!-- doxytag: member="bdm::EKFful_unQR::predictor" ref="598b25e3f3d96a5bc00a5faeb5b3c912" args="() const " -->
126virtual <a class="el" href="classbdm_1_1mpdf.html">mpdf</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#598b25e3f3d96a5bc00a5faeb5b3c912">predictor</a> () const </td></tr>
[259]127
[270]128<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Constructs a conditional density 1-step ahead predictor. <br></td></tr>
129<tr><td colspan="2"><div class="groupHeader">Access to attributes</div></td></tr>
[269]130<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ff2d8755ba0b3def927d31305c03b09c"></a><!-- doxytag: member="bdm::EKFful_unQR::_drv" ref="ff2d8755ba0b3def927d31305c03b09c" args="() const " -->
[270]131const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><b>_drv</b> () const </td></tr>
[269]132
133<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f135ae6dce7e9f30c9f88229c7930b96"></a><!-- doxytag: member="bdm::EKFful_unQR::set_drv" ref="f135ae6dce7e9f30c9f88229c7930b96" args="(const RV &amp;rv)" -->
[270]134void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_drv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr>
[269]135
[271]136<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b38d92f17620813ad872d86e01a26e5e"></a><!-- doxytag: member="bdm::EKFful_unQR::set_rv" ref="b38d92f17620813ad872d86e01a26e5e" args="(const RV &amp;rv)" -->
137void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_rv</b> (const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;rv)</td></tr>
138
[259]139<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5be65d37dedfe33a3671e7065f523a70"></a><!-- doxytag: member="bdm::EKFful_unQR::_ll" ref="5be65d37dedfe33a3671e7065f523a70" args="() const " -->
[270]140double&nbsp;</td><td class="memItemRight" valign="bottom"><b>_ll</b> () const </td></tr>
[259]141
142<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="236b3abbcc93594fc97cd86d82c1a83f"></a><!-- doxytag: member="bdm::EKFful_unQR::set_evalll" ref="236b3abbcc93594fc97cd86d82c1a83f" args="(bool evl0)" -->
[270]143void&nbsp;</td><td class="memItemRight" valign="bottom"><b>set_evalll</b> (bool evl0)</td></tr>
[259]144
145<tr><td colspan="2"><br><h2>Public Attributes</h2></td></tr>
146<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2defb75e58892615c5f95fd844f3a666"></a><!-- doxytag: member="bdm::EKFful_unQR::mu" ref="2defb75e58892615c5f95fd844f3a666" args="" -->
147vec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanFull.html#2defb75e58892615c5f95fd844f3a666">mu</a></td></tr>
148
149<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Mean value of the posterior density. <br></td></tr>
150<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="acacd228e100c3e937de575ad2d7cd9c"></a><!-- doxytag: member="bdm::EKFful_unQR::P" ref="acacd228e100c3e937de575ad2d7cd9c" args="" -->
151mat&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanFull.html#acacd228e100c3e937de575ad2d7cd9c">P</a></td></tr>
152
153<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Variance of the posterior density. <br></td></tr>
154<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="0dba34bfba2aedd8c488692bcd14869b"></a><!-- doxytag: member="bdm::EKFful_unQR::evalll" ref="0dba34bfba2aedd8c488692bcd14869b" args="" -->
155bool&nbsp;</td><td class="memItemRight" valign="bottom"><b>evalll</b></td></tr>
156
157<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="363ade67bd5a06c6a45c41e4d8afe11e"></a><!-- doxytag: member="bdm::EKFful_unQR::ll" ref="363ade67bd5a06c6a45c41e4d8afe11e" args="" -->
158double&nbsp;</td><td class="memItemRight" valign="bottom"><b>ll</b></td></tr>
159
160<tr><td colspan="2"><br><h2>Protected Attributes</h2></td></tr>
[323]161<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="016d3ec108a430b1e70cf7d78bb963f4"></a><!-- doxytag: member="bdm::EKFful_unQR::pfxu" ref="016d3ec108a430b1e70cf7d78bb963f4" args="" -->
162<a class="el" href="classbdm_1_1diffbifn.html">diffbifn</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html#016d3ec108a430b1e70cf7d78bb963f4">pfxu</a></td></tr>
163
164<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Internal Model f(x,u). <br></td></tr>
165<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f7cdf9cf74284630b4578a2cb8ba92c7"></a><!-- doxytag: member="bdm::EKFful_unQR::phxu" ref="f7cdf9cf74284630b4578a2cb8ba92c7" args="" -->
166<a class="el" href="classbdm_1_1diffbifn.html">diffbifn</a> *&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1EKFfull.html#f7cdf9cf74284630b4578a2cb8ba92c7">phxu</a></td></tr>
167
168<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Observation Model h(x,u). <br></td></tr>
169<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="400051a1b51e5fe734b2606bbe6b1d03"></a><!-- doxytag: member="bdm::EKFful_unQR::E" ref="400051a1b51e5fe734b2606bbe6b1d03" args="" -->
170<a class="el" href="classbdm_1_1enorm.html">enorm</a>&lt; <a class="el" href="classfsqmat.html">fsqmat</a> &gt;&nbsp;</td><td class="memItemRight" valign="bottom"><b>E</b></td></tr>
171
[259]172<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="427886a66cde0354e041ddef5aa60eab"></a><!-- doxytag: member="bdm::EKFful_unQR::dimx" ref="427886a66cde0354e041ddef5aa60eab" args="" -->
173int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimx</b></td></tr>
174
175<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2b0399b8904ccb81c2098cc3cc85ff8f"></a><!-- doxytag: member="bdm::EKFful_unQR::dimy" ref="2b0399b8904ccb81c2098cc3cc85ff8f" args="" -->
176int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimy</b></td></tr>
177
178<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="8e886b5d535ba7f9a39e66be34116788"></a><!-- doxytag: member="bdm::EKFful_unQR::dimu" ref="8e886b5d535ba7f9a39e66be34116788" args="" -->
179int&nbsp;</td><td class="memItemRight" valign="bottom"><b>dimu</b></td></tr>
180
181<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a24914cfc0297b9f3885df86e5011733"></a><!-- doxytag: member="bdm::EKFful_unQR::A" ref="a24914cfc0297b9f3885df86e5011733" args="" -->
182mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>A</b></td></tr>
183
184<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="ef28133db32cc60b710925266c37376d"></a><!-- doxytag: member="bdm::EKFful_unQR::B" ref="ef28133db32cc60b710925266c37376d" args="" -->
185mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>B</b></td></tr>
186
187<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="89ed156e063e19b32df2218bfaef42cf"></a><!-- doxytag: member="bdm::EKFful_unQR::C" ref="89ed156e063e19b32df2218bfaef42cf" args="" -->
188mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>C</b></td></tr>
189
190<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="74e9f43b5b4d4a5e012e6178542d3e8f"></a><!-- doxytag: member="bdm::EKFful_unQR::D" ref="74e9f43b5b4d4a5e012e6178542d3e8f" args="" -->
191mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>D</b></td></tr>
192
193<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="5c1fc8685511d21ba0e1688452105b7c"></a><!-- doxytag: member="bdm::EKFful_unQR::R" ref="5c1fc8685511d21ba0e1688452105b7c" args="" -->
194mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>R</b></td></tr>
195
196<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="17d9a3316ecf81c149c2c1affb11af58"></a><!-- doxytag: member="bdm::EKFful_unQR::Q" ref="17d9a3316ecf81c149c2c1affb11af58" args="" -->
197mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>Q</b></td></tr>
198
199<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f7fc60eca2893328d42f92246526d4b9"></a><!-- doxytag: member="bdm::EKFful_unQR::_Pp" ref="f7fc60eca2893328d42f92246526d4b9" args="" -->
200mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>_Pp</b></td></tr>
201
202<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b85742b33f95077f360a03ca2de05261"></a><!-- doxytag: member="bdm::EKFful_unQR::_Ry" ref="b85742b33f95077f360a03ca2de05261" args="" -->
203mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>_Ry</b></td></tr>
204
205<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="09472aa8c06e79944d7637b70bf4e401"></a><!-- doxytag: member="bdm::EKFful_unQR::_iRy" ref="09472aa8c06e79944d7637b70bf4e401" args="" -->
206mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>_iRy</b></td></tr>
207
208<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="7455b5deee5f14d978c82c5cc9357e29"></a><!-- doxytag: member="bdm::EKFful_unQR::_K" ref="7455b5deee5f14d978c82c5cc9357e29" args="" -->
209mat&nbsp;</td><td class="memItemRight" valign="bottom"><b>_K</b></td></tr>
210
211<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="faff0ad12556fe7dc0e2807d4fd938ee"></a><!-- doxytag: member="bdm::EKFful_unQR::evalll" ref="faff0ad12556fe7dc0e2807d4fd938ee" args="" -->
212bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#faff0ad12556fe7dc0e2807d4fd938ee">evalll</a></td></tr>
213
214<tr><td class="mdescLeft">&nbsp;</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>
215<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="4064b6559d962633e4372b12f4cd204a"></a><!-- doxytag: member="bdm::EKFful_unQR::ll" ref="4064b6559d962633e4372b12f4cd204a" args="" -->
216double&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#4064b6559d962633e4372b12f4cd204a">ll</a></td></tr>
217
218<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Logarithm of marginalized data likelihood. <br></td></tr>
[269]219<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="c400357e37d27a4834b2b1d9211009ed"></a><!-- doxytag: member="bdm::EKFful_unQR::drv" ref="c400357e37d27a4834b2b1d9211009ed" args="" -->
220<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#c400357e37d27a4834b2b1d9211009ed">drv</a></td></tr>
221
222<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Random variable of the data (optional). <br></td></tr>
[259]223<tr><td colspan="2"><br><h2>Friends</h2></td></tr>
224<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="86ba216243ed95bb46d80d88775d16af"></a><!-- doxytag: member="bdm::EKFful_unQR::operator&lt;&lt;" ref="86ba216243ed95bb46d80d88775d16af" args="(std::ostream &amp;os, const KalmanFull &amp;kf)" -->
225std::ostream &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1KalmanFull.html#86ba216243ed95bb46d80d88775d16af">operator&lt;&lt;</a> (std::ostream &amp;os, const <a class="el" href="classbdm_1_1KalmanFull.html">KalmanFull</a> &amp;kf)</td></tr>
226
227<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">print elements of KF <br></td></tr>
[290]228<tr><td colspan="2"><br><h2>Extension to conditional BM</h2></td></tr>
229<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>
230<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b5e8e016be16e4029c789063cb3f3b33"></a><!-- doxytag: member="bdm::EKFful_unQR::_rvc" ref="b5e8e016be16e4029c789063cb3f3b33" args="() const " -->
231const <a class="el" href="classbdm_1_1RV.html">RV</a> &amp;&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#b5e8e016be16e4029c789063cb3f3b33">_rvc</a> () const </td></tr>
232
233<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">access function <br></td></tr>
234<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="de95c590d650b2db423d53992f0906cb"></a><!-- doxytag: member="bdm::EKFful_unQR::rvc" ref="de95c590d650b2db423d53992f0906cb" args="" -->
235<a class="el" href="classbdm_1_1RV.html">RV</a>&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#de95c590d650b2db423d53992f0906cb">rvc</a></td></tr>
236
237<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Name of extension variable. <br></td></tr>
238<tr><td colspan="2"><br><h2>Logging of results</h2></td></tr>
239<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="224dd68a83c1472b43163763fa93c477"></a><!-- doxytag: member="bdm::EKFful_unQR::set_options" ref="224dd68a83c1472b43163763fa93c477" args="(const string &amp;opt)" -->
240void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#224dd68a83c1472b43163763fa93c477">set_options</a> (const string &amp;opt)</td></tr>
241
242<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Set boolean options from a string. <br></td></tr>
[323]243<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="2298ca6af9b13a78a4c9e18ab43f1827"></a><!-- doxytag: member="bdm::EKFful_unQR::log_add" ref="2298ca6af9b13a78a4c9e18ab43f1827" args="(logger &amp;L, const string &amp;name=&quot;&quot;)" -->
244virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#2298ca6af9b13a78a4c9e18ab43f1827">log_add</a> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L, const string &amp;name=&quot;&quot;)</td></tr>
[290]245
246<tr><td class="mdescLeft">&nbsp;</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>
[323]247<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="b517e1679eaa94e803ea4cd0b8efbcd7"></a><!-- doxytag: member="bdm::EKFful_unQR::logit" ref="b517e1679eaa94e803ea4cd0b8efbcd7" args="(logger &amp;L)" -->
248virtual void&nbsp;</td><td class="memItemRight" valign="bottom"><b>logit</b> (<a class="el" href="classbdm_1_1logger.html">logger</a> &amp;L)</td></tr>
[290]249
250<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="109c1a626a69031658e3a44e9e500cca"></a><!-- doxytag: member="bdm::EKFful_unQR::LIDs" ref="109c1a626a69031658e3a44e9e500cca" args="" -->
251ivec&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#109c1a626a69031658e3a44e9e500cca">LIDs</a></td></tr>
252
253<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">IDs of storages in loggers. <br></td></tr>
254<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="a5e0000d2c9df99b029eceff222f7d77"></a><!-- doxytag: member="bdm::EKFful_unQR::opt_L_bounds" ref="a5e0000d2c9df99b029eceff222f7d77" args="" -->
255bool&nbsp;</td><td class="memItemRight" valign="bottom"><a class="el" href="classbdm_1_1BM.html#a5e0000d2c9df99b029eceff222f7d77">opt_L_bounds</a></td></tr>
256
257<tr><td class="mdescLeft">&nbsp;</td><td class="mdescRight">Option for logging bounds. <br></td></tr>
[259]258</table>
[290]259<hr><a name="_details"></a><h2>Detailed Description</h2>
260Extended <a class="el" href="classbdm_1_1Kalman.html" title="Kalman filter with covariance matrices in square root form.">Kalman</a> filter with unknown <code>Q</code> and <code>R</code>. <hr><h2>Member Function Documentation</h2>
[287]261<a class="anchor" name="40f01563651c1e4fe926189e41a6b8ab"></a><!-- doxytag: member="bdm::EKFful_unQR::_copy_" ref="40f01563651c1e4fe926189e41a6b8ab" args="() const " -->
[259]262<div class="memitem">
263<div class="memproto">
264      <table class="memname">
265        <tr>
[270]266          <td class="memname">virtual <a class="el" href="classbdm_1_1BM.html">BM</a>* bdm::BM::_copy_           </td>
[259]267          <td>(</td>
[270]268          <td class="paramname">          </td>
[259]269          <td>&nbsp;)&nbsp;</td>
[287]270          <td> const<code> [inline, virtual, inherited]</code></td>
[259]271        </tr>
272      </table>
273</div>
274<div class="memdoc">
275
276<p>
[287]277Copy function required in vectors, Arrays of <a class="el" href="classbdm_1_1BM.html" title="Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities.">BM</a> etc. Have to be DELETED manually! Prototype: <div class="fragment"><pre class="fragment"> BM* <a class="code" href="classbdm_1_1BM.html#40f01563651c1e4fe926189e41a6b8ab">_copy_</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> <span class="keyword">new</span> BM(*<span class="keyword">this</span>);}
[270]278</pre></div> 
[290]279<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#ca0b54c0997cfd567f49377af5def106">bdm::ARX</a>, <a class="el" href="classbdm_1_1KalmanCh.html#24ce65bdaa538d4d5153d709a929b996">bdm::KalmanCh</a>, <a class="el" href="classbdm_1_1EKF.html#fe9b2e227255ad32dc73df316b7318f4">bdm::EKF&lt; sq_T &gt;</a>, <a class="el" href="classbdm_1_1EKFCh.html#1d1d91400e3f177de9fe7962ea17adc4">bdm::EKFCh</a>, and <a class="el" href="classbdm_1_1BMEF.html#62d2e4691bed41a1efa6b9c2e35e5c67">bdm::BMEF</a>.</p>
[259]280
281</div>
282</div><p>
[270]283<a class="anchor" name="50257e0c1e5b5c73153ea6e716ad8ae0"></a><!-- doxytag: member="bdm::EKFful_unQR::logpred" ref="50257e0c1e5b5c73153ea6e716ad8ae0" args="(const vec &amp;dt) const " -->
[259]284<div class="memitem">
285<div class="memproto">
286      <table class="memname">
287        <tr>
[270]288          <td class="memname">virtual double bdm::BM::logpred           </td>
[259]289          <td>(</td>
[270]290          <td class="paramtype">const vec &amp;&nbsp;</td>
291          <td class="paramname"> <em>dt</em>          </td>
[259]292          <td>&nbsp;)&nbsp;</td>
[270]293          <td> const<code> [inline, virtual, inherited]</code></td>
[259]294        </tr>
295      </table>
296</div>
297<div class="memdoc">
298
299<p>
[270]300Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out.
301<p>Reimplemented in <a class="el" href="classbdm_1_1ARX.html#080a7e531e3aa06694112863b15bc6a4">bdm::ARX</a>, <a class="el" href="classbdm_1_1MixEF.html#da724da464a75e07521941e430929efa">bdm::MixEF</a>, and <a class="el" href="classbdm_1_1multiBM.html#e157b607c1e3fa91d42aeea44458e2bf">bdm::multiBM</a>.</p>
[259]302
[302]303<p>Referenced by <a class="el" href="libBM_8h-source.html#l00662">bdm::BM::logpred_m()</a>.</p>
[270]304
[259]305</div>
306</div><p>
307<hr>The documentation for this class was generated from the following file:<ul>
[261]308<li><a class="el" href="ekf__templ_8h-source.html">ekf_templ.h</a></ul>
[259]309</div>
[323]310<hr size="1"><address style="text-align: right;"><small>Generated on Thu Apr 23 21:06:45 2009 for mixpp by&nbsp;
[259]311<a href="http://www.doxygen.org/index.html">
[290]312<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.5.8 </small></address>
[259]313</body>
314</html>
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