[261] | 1 | \hypertarget{classbdm_1_1EKFCh__unQ}{ |
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| 2 | \section{bdm::EKFCh\_\-unQ Class Reference} |
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| 3 | \label{classbdm_1_1EKFCh__unQ}\index{bdm::EKFCh\_\-unQ@{bdm::EKFCh\_\-unQ}} |
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| 4 | } |
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| 5 | Extended \hyperlink{classbdm_1_1Kalman}{Kalman} filter in Choleski form with unknown {\tt Q}. |
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| 6 | |
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| 7 | |
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| 8 | {\tt \#include $<$ekf\_\-templ.h$>$} |
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| 9 | |
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| 10 | Inheritance diagram for bdm::EKFCh\_\-unQ:\nopagebreak |
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| 11 | \begin{figure}[H] |
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| 12 | \begin{center} |
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| 13 | \leavevmode |
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| 14 | \includegraphics[height=400pt]{classbdm_1_1EKFCh__unQ__inherit__graph} |
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| 15 | \end{center} |
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| 16 | \end{figure} |
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| 17 | Collaboration diagram for bdm::EKFCh\_\-unQ:\nopagebreak |
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| 18 | \begin{figure}[H] |
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| 19 | \begin{center} |
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| 20 | \leavevmode |
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| 21 | \includegraphics[width=400pt]{classbdm_1_1EKFCh__unQ__coll__graph} |
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| 22 | \end{center} |
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| 23 | \end{figure} |
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| 24 | \subsection*{Public Member Functions} |
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| 25 | \begin{CompactItemize} |
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| 26 | \item |
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| 27 | \hypertarget{classbdm_1_1EKFCh__unQ_141a533cf50bb89ab93356908628bc0b}{ |
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| 28 | \hyperlink{classbdm_1_1EKFCh__unQ_141a533cf50bb89ab93356908628bc0b}{EKFCh\_\-unQ} (\hyperlink{classbdm_1_1RV}{RV} rx, \hyperlink{classbdm_1_1RV}{RV} ry, \hyperlink{classbdm_1_1RV}{RV} ru, \hyperlink{classbdm_1_1RV}{RV} rQ)} |
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| 29 | \label{classbdm_1_1EKFCh__unQ_141a533cf50bb89ab93356908628bc0b} |
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| 30 | |
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| 31 | \begin{CompactList}\small\item\em Default constructor. \item\end{CompactList}\item |
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| 32 | \hypertarget{classbdm_1_1EKFCh__unQ_701ae97d38e43b1660529868de90706c}{ |
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| 33 | void \hyperlink{classbdm_1_1EKFCh__unQ_701ae97d38e43b1660529868de90706c}{condition} (const vec \&Q0)} |
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| 34 | \label{classbdm_1_1EKFCh__unQ_701ae97d38e43b1660529868de90706c} |
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| 35 | |
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| 36 | \begin{CompactList}\small\item\em Substitute {\tt val} for {\tt rvc}. \item\end{CompactList}\item |
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| 37 | \hypertarget{classbdm_1_1EKFCh_50f9fbffad721f35e5ccb75d0f6b842a}{ |
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| 38 | void \hyperlink{classbdm_1_1EKFCh_50f9fbffad721f35e5ccb75d0f6b842a}{set\_\-parameters} (\hyperlink{classbdm_1_1diffbifn}{diffbifn} $\ast$\hyperlink{classbdm_1_1EKFCh_e1e895f994398a55bc425551fc275ba3}{pfxu}, \hyperlink{classbdm_1_1diffbifn}{diffbifn} $\ast$\hyperlink{classbdm_1_1EKFCh_6b34c69641826322467b704e8252f317}{phxu}, const \hyperlink{classchmat}{chmat} Q0, const \hyperlink{classchmat}{chmat} R0)} |
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| 39 | \label{classbdm_1_1EKFCh_50f9fbffad721f35e5ccb75d0f6b842a} |
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| 40 | |
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| 41 | \begin{CompactList}\small\item\em Set nonlinear functions for mean values and covariance matrices. \item\end{CompactList}\item |
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| 42 | \hypertarget{classbdm_1_1KalmanCh_ab3a87ba1831e53f193a9dfbaf56a879}{ |
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| 43 | void \hyperlink{classbdm_1_1KalmanCh_ab3a87ba1831e53f193a9dfbaf56a879}{set\_\-parameters} (const mat \&A0, const mat \&B0, const mat \&C0, const mat \&D0, const \hyperlink{classchmat}{chmat} \&R0, const \hyperlink{classchmat}{chmat} \&Q0)} |
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| 44 | \label{classbdm_1_1KalmanCh_ab3a87ba1831e53f193a9dfbaf56a879} |
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| 45 | |
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| 46 | \begin{CompactList}\small\item\em Set parameters with check of relevance. \item\end{CompactList}\item |
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| 47 | \hypertarget{classbdm_1_1EKFCh_4c8609c37290b158f88a31dae4047225}{ |
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| 48 | void \hyperlink{classbdm_1_1EKFCh_4c8609c37290b158f88a31dae4047225}{bayes} (const vec \&dt)} |
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| 49 | \label{classbdm_1_1EKFCh_4c8609c37290b158f88a31dae4047225} |
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| 50 | |
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| 51 | \begin{CompactList}\small\item\em Here dt = \mbox{[}yt;ut\mbox{]} of appropriate dimensions. \item\end{CompactList}\item |
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| 52 | \hypertarget{classbdm_1_1KalmanCh_f559387dd38bd6002be490cc62987290}{ |
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| 53 | void \hyperlink{classbdm_1_1KalmanCh_f559387dd38bd6002be490cc62987290}{set\_\-est} (const vec \&mu0, const \hyperlink{classchmat}{chmat} \&P0)} |
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| 54 | \label{classbdm_1_1KalmanCh_f559387dd38bd6002be490cc62987290} |
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| 55 | |
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| 56 | \begin{CompactList}\small\item\em Set estimate values, used e.g. in initialization. \item\end{CompactList}\item |
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| 57 | \hypertarget{classbdm_1_1Kalman_93b5936ba397f13c05f52885c545f42d}{ |
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| 58 | const \hyperlink{classbdm_1_1epdf}{epdf} \& \hyperlink{classbdm_1_1Kalman_93b5936ba397f13c05f52885c545f42d}{\_\-epdf} () const } |
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| 59 | \label{classbdm_1_1Kalman_93b5936ba397f13c05f52885c545f42d} |
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| 60 | |
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| 61 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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| 62 | \hypertarget{classbdm_1_1Kalman_c34989b1e53c7d4ecdaea63a95ddbd77}{ |
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| 63 | const \hyperlink{classbdm_1_1enorm}{enorm}$<$ \hyperlink{classchmat}{chmat} $>$ $\ast$ \hyperlink{classbdm_1_1Kalman_c34989b1e53c7d4ecdaea63a95ddbd77}{\_\-e} () const } |
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| 64 | \label{classbdm_1_1Kalman_c34989b1e53c7d4ecdaea63a95ddbd77} |
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| 65 | |
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| 66 | \begin{CompactList}\small\item\em Returns a pointer to the epdf representing posterior density on parameters. Use with care! \item\end{CompactList}\item |
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| 67 | \hypertarget{classbdm_1_1Kalman_c788ec6e6c6f5f5861ae8a56d8ede277}{ |
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| 68 | mat \& \hyperlink{classbdm_1_1Kalman_c788ec6e6c6f5f5861ae8a56d8ede277}{\_\-\_\-K} ()} |
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| 69 | \label{classbdm_1_1Kalman_c788ec6e6c6f5f5861ae8a56d8ede277} |
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| 70 | |
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| 71 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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| 72 | \hypertarget{classbdm_1_1Kalman_a250d1dbe7bba861dba2a324520cfa48}{ |
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| 73 | vec \hyperlink{classbdm_1_1Kalman_a250d1dbe7bba861dba2a324520cfa48}{\_\-dP} ()} |
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| 74 | \label{classbdm_1_1Kalman_a250d1dbe7bba861dba2a324520cfa48} |
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| 75 | |
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| 76 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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| 77 | \hypertarget{classbdm_1_1BM_1dee3fddaf021e62d925289660a707dc}{ |
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| 78 | virtual void \hyperlink{classbdm_1_1BM_1dee3fddaf021e62d925289660a707dc}{bayesB} (const mat \&Dt)} |
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| 79 | \label{classbdm_1_1BM_1dee3fddaf021e62d925289660a707dc} |
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| 80 | |
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| 81 | \begin{CompactList}\small\item\em Batch Bayes rule (columns of Dt are observations). \item\end{CompactList}\item |
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| 82 | virtual double \hyperlink{classbdm_1_1BM_50257e0c1e5b5c73153ea6e716ad8ae0}{logpred} (const vec \&dt) const |
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| 83 | \item |
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| 84 | \hypertarget{classbdm_1_1BM_0e8ebe61fb14990abe1254bd3dda5fae}{ |
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| 85 | vec \hyperlink{classbdm_1_1BM_0e8ebe61fb14990abe1254bd3dda5fae}{logpred\_\-m} (const mat \&dt) const } |
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| 86 | \label{classbdm_1_1BM_0e8ebe61fb14990abe1254bd3dda5fae} |
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| 87 | |
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| 88 | \begin{CompactList}\small\item\em Matrix version of logpred. \item\end{CompactList}\item |
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| 89 | \hypertarget{classbdm_1_1BM_710e7d69c0d8791fb41a7cd4683cca2c}{ |
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| 90 | virtual \hyperlink{classbdm_1_1epdf}{epdf} $\ast$ \hyperlink{classbdm_1_1BM_710e7d69c0d8791fb41a7cd4683cca2c}{predictor} (const \hyperlink{classbdm_1_1RV}{RV} \&\hyperlink{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{rv}) const } |
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| 91 | \label{classbdm_1_1BM_710e7d69c0d8791fb41a7cd4683cca2c} |
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| 92 | |
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| 93 | \begin{CompactList}\small\item\em Constructs a predictive density (marginal density on data). \item\end{CompactList}\item |
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| 94 | \hypertarget{classbdm_1_1BM_40a3c891996391e3135518053a917793}{ |
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| 95 | const \hyperlink{classbdm_1_1RV}{RV} \& \hyperlink{classbdm_1_1BM_40a3c891996391e3135518053a917793}{\_\-rv} () const } |
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| 96 | \label{classbdm_1_1BM_40a3c891996391e3135518053a917793} |
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| 97 | |
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| 98 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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[269] | 99 | \hypertarget{classbdm_1_1BM_ff2d8755ba0b3def927d31305c03b09c}{ |
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| 100 | const \hyperlink{classbdm_1_1RV}{RV} \& \hyperlink{classbdm_1_1BM_ff2d8755ba0b3def927d31305c03b09c}{\_\-drv} () const } |
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| 101 | \label{classbdm_1_1BM_ff2d8755ba0b3def927d31305c03b09c} |
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| 102 | |
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| 103 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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| 104 | \hypertarget{classbdm_1_1BM_f135ae6dce7e9f30c9f88229c7930b96}{ |
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| 105 | void \hyperlink{classbdm_1_1BM_f135ae6dce7e9f30c9f88229c7930b96}{set\_\-drv} (const \hyperlink{classbdm_1_1RV}{RV} \&\hyperlink{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{rv})} |
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| 106 | \label{classbdm_1_1BM_f135ae6dce7e9f30c9f88229c7930b96} |
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| 107 | |
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| 108 | \begin{CompactList}\small\item\em set drv \item\end{CompactList}\item |
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[261] | 109 | \hypertarget{classbdm_1_1BM_5be65d37dedfe33a3671e7065f523a70}{ |
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| 110 | double \hyperlink{classbdm_1_1BM_5be65d37dedfe33a3671e7065f523a70}{\_\-ll} () const } |
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| 111 | \label{classbdm_1_1BM_5be65d37dedfe33a3671e7065f523a70} |
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| 112 | |
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| 113 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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| 114 | \hypertarget{classbdm_1_1BM_236b3abbcc93594fc97cd86d82c1a83f}{ |
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| 115 | void \hyperlink{classbdm_1_1BM_236b3abbcc93594fc97cd86d82c1a83f}{set\_\-evalll} (bool evl0)} |
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| 116 | \label{classbdm_1_1BM_236b3abbcc93594fc97cd86d82c1a83f} |
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| 117 | |
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| 118 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\item |
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| 119 | virtual \hyperlink{classbdm_1_1BM}{BM} $\ast$ \hyperlink{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e}{\_\-copy\_\-} (bool changerv=false) |
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| 120 | \item |
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| 121 | \hypertarget{classbdm_1_1BMcond_7506910f93250b44fea505ec4ffb19dc}{ |
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| 122 | const \hyperlink{classbdm_1_1RV}{RV} \& \hyperlink{classbdm_1_1BMcond_7506910f93250b44fea505ec4ffb19dc}{\_\-rvc} () const } |
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| 123 | \label{classbdm_1_1BMcond_7506910f93250b44fea505ec4ffb19dc} |
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| 124 | |
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| 125 | \begin{CompactList}\small\item\em access function \item\end{CompactList}\end{CompactItemize} |
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| 126 | \subsection*{Protected Attributes} |
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| 127 | \begin{CompactItemize} |
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| 128 | \item |
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| 129 | \hypertarget{classbdm_1_1EKFCh_e1e895f994398a55bc425551fc275ba3}{ |
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| 130 | \hyperlink{classbdm_1_1diffbifn}{diffbifn} $\ast$ \hyperlink{classbdm_1_1EKFCh_e1e895f994398a55bc425551fc275ba3}{pfxu}} |
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| 131 | \label{classbdm_1_1EKFCh_e1e895f994398a55bc425551fc275ba3} |
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| 132 | |
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| 133 | \begin{CompactList}\small\item\em Internal Model f(x,u). \item\end{CompactList}\item |
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| 134 | \hypertarget{classbdm_1_1EKFCh_6b34c69641826322467b704e8252f317}{ |
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| 135 | \hyperlink{classbdm_1_1diffbifn}{diffbifn} $\ast$ \hyperlink{classbdm_1_1EKFCh_6b34c69641826322467b704e8252f317}{phxu}} |
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| 136 | \label{classbdm_1_1EKFCh_6b34c69641826322467b704e8252f317} |
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| 137 | |
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| 138 | \begin{CompactList}\small\item\em Observation Model h(x,u). \item\end{CompactList}\item |
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| 139 | \hypertarget{classbdm_1_1KalmanCh_48611c8582706cfa62e832be0972e75d}{ |
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| 140 | mat \hyperlink{classbdm_1_1KalmanCh_48611c8582706cfa62e832be0972e75d}{preA}} |
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| 141 | \label{classbdm_1_1KalmanCh_48611c8582706cfa62e832be0972e75d} |
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| 142 | |
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| 143 | \begin{CompactList}\small\item\em pre array (triangular matrix) \item\end{CompactList}\item |
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| 144 | \hypertarget{classbdm_1_1KalmanCh_bcbd68f51d4b57246e7784ca5900171f}{ |
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| 145 | mat \hyperlink{classbdm_1_1KalmanCh_bcbd68f51d4b57246e7784ca5900171f}{postA}} |
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| 146 | \label{classbdm_1_1KalmanCh_bcbd68f51d4b57246e7784ca5900171f} |
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| 147 | |
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| 148 | \begin{CompactList}\small\item\em post array (triangular matrix) \item\end{CompactList}\item |
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| 149 | \hypertarget{classbdm_1_1Kalman_3fe475a1e920b20b63bb342c0e1571f7}{ |
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| 150 | \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1Kalman_3fe475a1e920b20b63bb342c0e1571f7}{rvy}} |
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| 151 | \label{classbdm_1_1Kalman_3fe475a1e920b20b63bb342c0e1571f7} |
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| 152 | |
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| 153 | \begin{CompactList}\small\item\em Indetifier of output rv. \item\end{CompactList}\item |
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| 154 | \hypertarget{classbdm_1_1Kalman_149e27424fd1a7cc1c998ea088618a94}{ |
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| 155 | \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1Kalman_149e27424fd1a7cc1c998ea088618a94}{rvu}} |
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| 156 | \label{classbdm_1_1Kalman_149e27424fd1a7cc1c998ea088618a94} |
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| 157 | |
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| 158 | \begin{CompactList}\small\item\em Indetifier of exogeneous rv. \item\end{CompactList}\item |
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| 159 | \hypertarget{classbdm_1_1Kalman_ba7699cdb3b1382a54d3e28b9b7517fa}{ |
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| 160 | int \hyperlink{classbdm_1_1Kalman_ba7699cdb3b1382a54d3e28b9b7517fa}{dimx}} |
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| 161 | \label{classbdm_1_1Kalman_ba7699cdb3b1382a54d3e28b9b7517fa} |
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| 162 | |
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| 163 | \begin{CompactList}\small\item\em cache of rv.count() \item\end{CompactList}\item |
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| 164 | \hypertarget{classbdm_1_1Kalman_d2c36ba01760bf207b985bf321b7817f}{ |
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| 165 | int \hyperlink{classbdm_1_1Kalman_d2c36ba01760bf207b985bf321b7817f}{dimy}} |
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| 166 | \label{classbdm_1_1Kalman_d2c36ba01760bf207b985bf321b7817f} |
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| 167 | |
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| 168 | \begin{CompactList}\small\item\em cache of rvy.count() \item\end{CompactList}\item |
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| 169 | \hypertarget{classbdm_1_1Kalman_c5136ef617f6ac0e426bea222755d92b}{ |
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| 170 | int \hyperlink{classbdm_1_1Kalman_c5136ef617f6ac0e426bea222755d92b}{dimu}} |
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| 171 | \label{classbdm_1_1Kalman_c5136ef617f6ac0e426bea222755d92b} |
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| 172 | |
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| 173 | \begin{CompactList}\small\item\em cache of rvu.count() \item\end{CompactList}\item |
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| 174 | \hypertarget{classbdm_1_1Kalman_0a2072e2090c10fac74ad30a023a4ace}{ |
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| 175 | mat \hyperlink{classbdm_1_1Kalman_0a2072e2090c10fac74ad30a023a4ace}{A}} |
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| 176 | \label{classbdm_1_1Kalman_0a2072e2090c10fac74ad30a023a4ace} |
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| 177 | |
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| 178 | \begin{CompactList}\small\item\em Matrix A. \item\end{CompactList}\item |
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| 179 | \hypertarget{classbdm_1_1Kalman_5977b2c81857948a35105f0e7840203c}{ |
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| 180 | mat \hyperlink{classbdm_1_1Kalman_5977b2c81857948a35105f0e7840203c}{B}} |
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| 181 | \label{classbdm_1_1Kalman_5977b2c81857948a35105f0e7840203c} |
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| 182 | |
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| 183 | \begin{CompactList}\small\item\em Matrix B. \item\end{CompactList}\item |
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| 184 | \hypertarget{classbdm_1_1Kalman_818eba63a23972786a4579ad30294177}{ |
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| 185 | mat \hyperlink{classbdm_1_1Kalman_818eba63a23972786a4579ad30294177}{C}} |
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| 186 | \label{classbdm_1_1Kalman_818eba63a23972786a4579ad30294177} |
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| 187 | |
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| 188 | \begin{CompactList}\small\item\em Matrix C. \item\end{CompactList}\item |
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| 189 | \hypertarget{classbdm_1_1Kalman_7b56ac423d0654b5755e4f852a870456}{ |
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| 190 | mat \hyperlink{classbdm_1_1Kalman_7b56ac423d0654b5755e4f852a870456}{D}} |
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| 191 | \label{classbdm_1_1Kalman_7b56ac423d0654b5755e4f852a870456} |
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| 192 | |
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| 193 | \begin{CompactList}\small\item\em Matrix D. \item\end{CompactList}\item |
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| 194 | \hypertarget{classbdm_1_1Kalman_70f8bf19e81b532c60fd3a7a152425ee}{ |
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| 195 | \hyperlink{classchmat}{chmat} \hyperlink{classbdm_1_1Kalman_70f8bf19e81b532c60fd3a7a152425ee}{Q}} |
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| 196 | \label{classbdm_1_1Kalman_70f8bf19e81b532c60fd3a7a152425ee} |
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| 197 | |
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| 198 | \begin{CompactList}\small\item\em Matrix Q in square-root form. \item\end{CompactList}\item |
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| 199 | \hypertarget{classbdm_1_1Kalman_475b088287cdfbba4dc60a3d027728b7}{ |
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| 200 | \hyperlink{classchmat}{chmat} \hyperlink{classbdm_1_1Kalman_475b088287cdfbba4dc60a3d027728b7}{R}} |
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| 201 | \label{classbdm_1_1Kalman_475b088287cdfbba4dc60a3d027728b7} |
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| 202 | |
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| 203 | \begin{CompactList}\small\item\em Matrix R in square-root form. \item\end{CompactList}\item |
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| 204 | \hypertarget{classbdm_1_1Kalman_383f329ff18bbe219254c8b3b916f40d}{ |
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| 205 | \hyperlink{classbdm_1_1enorm}{enorm}$<$ \hyperlink{classchmat}{chmat} $>$ \hyperlink{classbdm_1_1Kalman_383f329ff18bbe219254c8b3b916f40d}{est}} |
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| 206 | \label{classbdm_1_1Kalman_383f329ff18bbe219254c8b3b916f40d} |
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| 207 | |
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| 208 | \begin{CompactList}\small\item\em posterior density on \$x\_\-t\$ \item\end{CompactList}\item |
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| 209 | \hypertarget{classbdm_1_1Kalman_ba555c394c429f6831c9bbabfa2c944c}{ |
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| 210 | \hyperlink{classbdm_1_1enorm}{enorm}$<$ \hyperlink{classchmat}{chmat} $>$ \hyperlink{classbdm_1_1Kalman_ba555c394c429f6831c9bbabfa2c944c}{fy}} |
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| 211 | \label{classbdm_1_1Kalman_ba555c394c429f6831c9bbabfa2c944c} |
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| 212 | |
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| 213 | \begin{CompactList}\small\item\em preditive density on \$y\_\-t\$ \item\end{CompactList}\item |
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| 214 | \hypertarget{classbdm_1_1Kalman_bd69dfb802465f22dd84d73a180d5c92}{ |
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| 215 | mat \hyperlink{classbdm_1_1Kalman_bd69dfb802465f22dd84d73a180d5c92}{\_\-K}} |
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| 216 | \label{classbdm_1_1Kalman_bd69dfb802465f22dd84d73a180d5c92} |
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| 217 | |
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| 218 | \begin{CompactList}\small\item\em placeholder for Kalman gain \item\end{CompactList}\item |
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| 219 | \hypertarget{classbdm_1_1Kalman_c249d45258c8578b13858ad3e7b729b1}{ |
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| 220 | vec \& \hyperlink{classbdm_1_1Kalman_c249d45258c8578b13858ad3e7b729b1}{\_\-yp}} |
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| 221 | \label{classbdm_1_1Kalman_c249d45258c8578b13858ad3e7b729b1} |
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| 222 | |
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| 223 | \begin{CompactList}\small\item\em cache of fy.mu \item\end{CompactList}\item |
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| 224 | \hypertarget{classbdm_1_1Kalman_2dd268f2d7fbe6382cb8825a1114192a}{ |
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| 225 | \hyperlink{classchmat}{chmat} \& \hyperlink{classbdm_1_1Kalman_2dd268f2d7fbe6382cb8825a1114192a}{\_\-Ry}} |
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| 226 | \label{classbdm_1_1Kalman_2dd268f2d7fbe6382cb8825a1114192a} |
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| 227 | |
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| 228 | \begin{CompactList}\small\item\em cache of fy.R \item\end{CompactList}\item |
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| 229 | \hypertarget{classbdm_1_1Kalman_fa172078091e45561343fa513dd573b0}{ |
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| 230 | vec \& \hyperlink{classbdm_1_1Kalman_fa172078091e45561343fa513dd573b0}{\_\-mu}} |
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| 231 | \label{classbdm_1_1Kalman_fa172078091e45561343fa513dd573b0} |
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| 232 | |
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| 233 | \begin{CompactList}\small\item\em cache of est.mu \item\end{CompactList}\item |
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| 234 | \hypertarget{classbdm_1_1Kalman_00c27b0bf324f0018497921ca23c71ed}{ |
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| 235 | \hyperlink{classchmat}{chmat} \& \hyperlink{classbdm_1_1Kalman_00c27b0bf324f0018497921ca23c71ed}{\_\-P}} |
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| 236 | \label{classbdm_1_1Kalman_00c27b0bf324f0018497921ca23c71ed} |
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| 237 | |
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| 238 | \begin{CompactList}\small\item\em cache of est.R \item\end{CompactList}\item |
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| 239 | \hypertarget{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{ |
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| 240 | \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca}{rv}} |
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| 241 | \label{classbdm_1_1BM_18d6db4af8ee42077741d9e3618153ca} |
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| 242 | |
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| 243 | \begin{CompactList}\small\item\em Random variable of the posterior. \item\end{CompactList}\item |
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[269] | 244 | \hypertarget{classbdm_1_1BM_c400357e37d27a4834b2b1d9211009ed}{ |
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| 245 | \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1BM_c400357e37d27a4834b2b1d9211009ed}{drv}} |
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| 246 | \label{classbdm_1_1BM_c400357e37d27a4834b2b1d9211009ed} |
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| 247 | |
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| 248 | \begin{CompactList}\small\item\em Random variable of the data (optional). \item\end{CompactList}\item |
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[261] | 249 | \hypertarget{classbdm_1_1BM_4064b6559d962633e4372b12f4cd204a}{ |
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| 250 | double \hyperlink{classbdm_1_1BM_4064b6559d962633e4372b12f4cd204a}{ll}} |
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| 251 | \label{classbdm_1_1BM_4064b6559d962633e4372b12f4cd204a} |
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| 252 | |
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| 253 | \begin{CompactList}\small\item\em Logarithm of marginalized data likelihood. \item\end{CompactList}\item |
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| 254 | \hypertarget{classbdm_1_1BM_faff0ad12556fe7dc0e2807d4fd938ee}{ |
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| 255 | bool \hyperlink{classbdm_1_1BM_faff0ad12556fe7dc0e2807d4fd938ee}{evalll}} |
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| 256 | \label{classbdm_1_1BM_faff0ad12556fe7dc0e2807d4fd938ee} |
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| 257 | |
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| 258 | \begin{CompactList}\small\item\em If true, the filter will compute likelihood of the data record and store it in {\tt ll} . Set to false if you want to save computational time. \item\end{CompactList}\item |
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| 259 | \hypertarget{classbdm_1_1BMcond_9a12750776d977408aada06a70093297}{ |
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| 260 | \hyperlink{classbdm_1_1RV}{RV} \hyperlink{classbdm_1_1BMcond_9a12750776d977408aada06a70093297}{rvc}} |
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| 261 | \label{classbdm_1_1BMcond_9a12750776d977408aada06a70093297} |
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| 262 | |
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| 263 | \begin{CompactList}\small\item\em Identificator of the conditioning variable. \item\end{CompactList}\end{CompactItemize} |
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| 264 | |
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| 265 | |
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| 266 | \subsection{Detailed Description} |
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| 267 | Extended \hyperlink{classbdm_1_1Kalman}{Kalman} filter in Choleski form with unknown {\tt Q}. |
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| 268 | |
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| 269 | \subsection{Member Function Documentation} |
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| 270 | \hypertarget{classbdm_1_1BM_50257e0c1e5b5c73153ea6e716ad8ae0}{ |
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| 271 | \index{bdm::EKFCh\_\-unQ@{bdm::EKFCh\_\-unQ}!logpred@{logpred}} |
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| 272 | \index{logpred@{logpred}!bdm::EKFCh_unQ@{bdm::EKFCh\_\-unQ}} |
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| 273 | \subsubsection[logpred]{\setlength{\rightskip}{0pt plus 5cm}virtual double bdm::BM::logpred (const vec \& {\em dt}) const\hspace{0.3cm}{\tt \mbox{[}inline, virtual, inherited\mbox{]}}}} |
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| 274 | \label{classbdm_1_1BM_50257e0c1e5b5c73153ea6e716ad8ae0} |
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| 275 | |
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| 276 | |
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| 277 | Evaluates predictive log-likelihood of the given data record I.e. marginal likelihood of the data with the posterior integrated out. |
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| 278 | |
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| 279 | Reimplemented in \hyperlink{classbdm_1_1ARX_080a7e531e3aa06694112863b15bc6a4}{bdm::ARX}, \hyperlink{classbdm_1_1MixEF_da724da464a75e07521941e430929efa}{bdm::MixEF}, and \hyperlink{classbdm_1_1multiBM_e157b607c1e3fa91d42aeea44458e2bf}{bdm::multiBM}. |
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| 280 | |
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| 281 | Referenced by bdm::BM::logpred\_\-m().\hypertarget{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e}{ |
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| 282 | \index{bdm::EKFCh\_\-unQ@{bdm::EKFCh\_\-unQ}!\_\-copy\_\-@{\_\-copy\_\-}} |
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| 283 | \index{\_\-copy\_\-@{\_\-copy\_\-}!bdm::EKFCh_unQ@{bdm::EKFCh\_\-unQ}} |
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| 284 | \subsubsection[\_\-copy\_\-]{\setlength{\rightskip}{0pt plus 5cm}virtual {\bf BM}$\ast$ bdm::BM::\_\-copy\_\- (bool {\em changerv} = {\tt false})\hspace{0.3cm}{\tt \mbox{[}inline, virtual, inherited\mbox{]}}}} |
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| 285 | \label{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e} |
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| 286 | |
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| 287 | |
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| 288 | Copy function required in vectors, Arrays of \hyperlink{classbdm_1_1BM}{BM} etc. Have to be DELETED manually! Prototype: BM$\ast$ \hyperlink{classbdm_1_1BM_3efb3098172f1f67564a312fe732473e}{\_\-copy\_\-()}\{\hyperlink{classbdm_1_1BM}{BM} Tmp$\ast$=new Tmp(this$\ast$); return Tmp; \} |
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| 289 | |
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| 290 | Reimplemented in \hyperlink{classbdm_1_1ARX_20ff2de8d862f28de7da83444d65bcdb}{bdm::ARX}, and \hyperlink{classbdm_1_1BMEF_5912dbcf28ae711e30b08c2fa766a3e6}{bdm::BMEF}. |
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| 291 | |
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| 292 | The documentation for this class was generated from the following file:\begin{CompactItemize} |
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| 293 | \item |
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| 294 | \hyperlink{ekf__templ_8h}{ekf\_\-templ.h}\end{CompactItemize} |
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