[172] | 1 | \hypertarget{classmerger}{ |
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| 2 | \section{merger Class Reference} |
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| 3 | \label{classmerger}\index{merger@{merger}} |
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| 4 | } |
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| 5 | Function for general combination of pdfs. |
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| 6 | |
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| 7 | |
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| 8 | {\tt \#include $<$merger.h$>$} |
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| 9 | |
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| 10 | Inheritance diagram for merger:\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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[180] | 14 | \includegraphics[width=89pt]{classmerger__inherit__graph} |
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[172] | 15 | \end{center} |
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| 16 | \end{figure} |
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| 17 | Collaboration diagram for merger:\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[height=400pt]{classmerger__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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[180] | 27 | \hypertarget{classmerger_3f9a955329eab65026e8322e9027d469}{ |
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| 28 | \hyperlink{classmerger_3f9a955329eab65026e8322e9027d469}{merger} (const Array$<$ \hyperlink{classmpdf}{mpdf} $\ast$ $>$ \&S)} |
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| 29 | \label{classmerger_3f9a955329eab65026e8322e9027d469} |
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[172] | 30 | |
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| 31 | \begin{CompactList}\small\item\em Default constructor. \item\end{CompactList}\item |
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[180] | 32 | \hypertarget{classmerger_79420e251308df4502c834171d518ad9}{ |
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| 33 | void \hyperlink{classmerger_79420e251308df4502c834171d518ad9}{set\_\-parameters} (double beta0, int Ns0, int Nc0)} |
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| 34 | \label{classmerger_79420e251308df4502c834171d518ad9} |
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[172] | 35 | |
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[180] | 36 | \begin{CompactList}\small\item\em Set internal parameters used in approximation. \item\end{CompactList}\item |
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| 37 | \hypertarget{classmerger_02d2a445e44a87f37ee3a2b9b40cffd1}{ |
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| 38 | void \hyperlink{classmerger_02d2a445e44a87f37ee3a2b9b40cffd1}{init} ()} |
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| 39 | \label{classmerger_02d2a445e44a87f37ee3a2b9b40cffd1} |
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[172] | 40 | |
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[180] | 41 | \begin{CompactList}\small\item\em Initialize the proposal density. This function must be called before \hyperlink{classmerger_bc23accc77ec766bce7202934e2c180c}{merge()}! \item\end{CompactList}\item |
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| 42 | \hypertarget{classmerger_e56ad4a2bc9be2ddfc051626adf27715}{ |
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| 43 | void \hyperlink{classmerger_e56ad4a2bc9be2ddfc051626adf27715}{merge} (const \hyperlink{classepdf}{epdf} $\ast$g0)} |
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| 44 | \label{classmerger_e56ad4a2bc9be2ddfc051626adf27715} |
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[172] | 45 | |
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[180] | 46 | \begin{CompactList}\small\item\em Create a mixture density using known proposal. \item\end{CompactList}\item |
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| 47 | \hypertarget{classmerger_bc23accc77ec766bce7202934e2c180c}{ |
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| 48 | void \hyperlink{classmerger_bc23accc77ec766bce7202934e2c180c}{merge} ()} |
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| 49 | \label{classmerger_bc23accc77ec766bce7202934e2c180c} |
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[172] | 50 | |
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[180] | 51 | \begin{CompactList}\small\item\em Create a mixture density, make sure to call \hyperlink{classmerger_02d2a445e44a87f37ee3a2b9b40cffd1}{init()} before the first call. \item\end{CompactList}\item |
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| 52 | \hypertarget{classmerger_217c65f335c603033fa09a2ecc64bc05}{ |
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| 53 | vec \hyperlink{classmerger_217c65f335c603033fa09a2ecc64bc05}{lognorm\_\-merge} (mat \&lW)} |
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| 54 | \label{classmerger_217c65f335c603033fa09a2ecc64bc05} |
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[172] | 55 | |
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[180] | 56 | \begin{CompactList}\small\item\em Merge log-likelihood values. \item\end{CompactList}\item |
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| 57 | vec \hyperlink{classmerger_379198c3d2063bfa63f5d1245a2511ba}{sample} () const |
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[172] | 58 | \item |
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[180] | 59 | \hypertarget{classmerger_8c37688902b1a1e9fa32edc5709e5a00}{ |
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| 60 | double \hyperlink{classmerger_8c37688902b1a1e9fa32edc5709e5a00}{evalpdflog} (const vec \&dt) const } |
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| 61 | \label{classmerger_8c37688902b1a1e9fa32edc5709e5a00} |
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[172] | 62 | |
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[180] | 63 | \begin{CompactList}\small\item\em Compute log-probability of argument {\tt val}. \item\end{CompactList}\item |
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| 64 | \hypertarget{classmerger_3a46999cd77047d5d4ac6c1cb735a83e}{ |
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| 65 | vec \hyperlink{classmerger_3a46999cd77047d5d4ac6c1cb735a83e}{mean} () const } |
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| 66 | \label{classmerger_3a46999cd77047d5d4ac6c1cb735a83e} |
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[172] | 67 | |
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[180] | 68 | \begin{CompactList}\small\item\em return expected value \item\end{CompactList}\item |
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[210] | 69 | \hypertarget{classmerger_b4aaca5b70165272f5093206faee9ce7}{ |
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| 70 | mat \textbf{variance} () const } |
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| 71 | \label{classmerger_b4aaca5b70165272f5093206faee9ce7} |
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| 72 | |
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| 73 | \item |
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[180] | 74 | \hypertarget{classmerger_51e425ee1dd46d73353526e6a1c24ca3}{ |
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| 75 | virtual \hyperlink{classmerger_51e425ee1dd46d73353526e6a1c24ca3}{$\sim$merger} ()} |
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| 76 | \label{classmerger_51e425ee1dd46d73353526e6a1c24ca3} |
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[172] | 77 | |
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[180] | 78 | \begin{CompactList}\small\item\em for future use \item\end{CompactList}\item |
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[210] | 79 | \hypertarget{classmerger_6e430acd4eb7eea6078df0eb0a429821}{ |
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| 80 | \hyperlink{classMixEF}{MixEF} \& \hyperlink{classmerger_6e430acd4eb7eea6078df0eb0a429821}{\_\-Mix} ()} |
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| 81 | \label{classmerger_6e430acd4eb7eea6078df0eb0a429821} |
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| 82 | |
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| 83 | \begin{CompactList}\small\item\em Access function. \item\end{CompactList}\item |
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| 84 | \hypertarget{classmerger_f79677063ec72cdc175280a3fae8ebc2}{ |
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| 85 | \hyperlink{classeEmp}{eEmp} \& \hyperlink{classmerger_f79677063ec72cdc175280a3fae8ebc2}{\_\-Smp} ()} |
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| 86 | \label{classmerger_f79677063ec72cdc175280a3fae8ebc2} |
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| 87 | |
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| 88 | \begin{CompactList}\small\item\em Access function. \item\end{CompactList}\item |
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[181] | 89 | \hyperlink{classRV}{RV} \hyperlink{classcompositepdf_635d219fb3e32852400d6f98aa4bdc93}{getrv} (bool checkoverlap=false) |
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| 90 | \begin{CompactList}\small\item\em find common rv, flag \item\end{CompactList}\item |
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[180] | 91 | \hypertarget{classcompositepdf_5a4479785c1fdb2cc351fbea07b899ac}{ |
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[181] | 92 | void \hyperlink{classcompositepdf_5a4479785c1fdb2cc351fbea07b899ac}{setrvc} (const \hyperlink{classRV}{RV} \&\hyperlink{classepdf_74da992e3f5d598da8850b646b79b9d9}{rv}, \hyperlink{classRV}{RV} \&rvc)} |
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[180] | 93 | \label{classcompositepdf_5a4479785c1fdb2cc351fbea07b899ac} |
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[172] | 94 | |
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[181] | 95 | \begin{CompactList}\small\item\em common rvc of all mpdfs is written to rvc \item\end{CompactList}\item |
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[210] | 96 | \hypertarget{classepdf_76608914c3b19e150292d5c56e93e508}{ |
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| 97 | virtual mat \hyperlink{classepdf_76608914c3b19e150292d5c56e93e508}{sample\_\-m} (int N) const } |
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| 98 | \label{classepdf_76608914c3b19e150292d5c56e93e508} |
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[172] | 99 | |
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[180] | 100 | \begin{CompactList}\small\item\em Returns N samples from density $epdf(rv)$. \item\end{CompactList}\item |
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| 101 | \hypertarget{classepdf_cebbdd7a85e6328f7358fc0ba8eee06c}{ |
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| 102 | virtual vec \hyperlink{classepdf_cebbdd7a85e6328f7358fc0ba8eee06c}{evalpdflog\_\-m} (const mat \&Val) const } |
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| 103 | \label{classepdf_cebbdd7a85e6328f7358fc0ba8eee06c} |
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[172] | 104 | |
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[180] | 105 | \begin{CompactList}\small\item\em Compute log-probability of multiple values argument {\tt val}. \item\end{CompactList}\item |
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[210] | 106 | \hypertarget{classepdf_e87dc8260a5c37bc1b03eb66174741a0}{ |
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| 107 | virtual \hyperlink{classmpdf}{mpdf} $\ast$ \hyperlink{classepdf_e87dc8260a5c37bc1b03eb66174741a0}{condition} (const \hyperlink{classRV}{RV} \&\hyperlink{classepdf_74da992e3f5d598da8850b646b79b9d9}{rv}) const } |
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| 108 | \label{classepdf_e87dc8260a5c37bc1b03eb66174741a0} |
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[181] | 109 | |
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| 110 | \begin{CompactList}\small\item\em Return conditional density on the given \hyperlink{classRV}{RV}, the remaining rvs will be in conditioning. \item\end{CompactList}\item |
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[210] | 111 | \hypertarget{classepdf_38de9f59b65ee06028554f3f74b66025}{ |
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| 112 | virtual \hyperlink{classepdf}{epdf} $\ast$ \hyperlink{classepdf_38de9f59b65ee06028554f3f74b66025}{marginal} (const \hyperlink{classRV}{RV} \&\hyperlink{classepdf_74da992e3f5d598da8850b646b79b9d9}{rv}) const } |
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| 113 | \label{classepdf_38de9f59b65ee06028554f3f74b66025} |
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[181] | 114 | |
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| 115 | \begin{CompactList}\small\item\em Return marginal density on the given \hyperlink{classRV}{RV}, the remainig rvs are intergrated out. \item\end{CompactList}\item |
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[180] | 116 | \hypertarget{classepdf_ca0d32aabb4cbba347e0c37fe8607562}{ |
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| 117 | const \hyperlink{classRV}{RV} \& \hyperlink{classepdf_ca0d32aabb4cbba347e0c37fe8607562}{\_\-rv} () const } |
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| 118 | \label{classepdf_ca0d32aabb4cbba347e0c37fe8607562} |
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[172] | 119 | |
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[180] | 120 | \begin{CompactList}\small\item\em access function, possibly dangerous! \item\end{CompactList}\item |
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| 121 | \hypertarget{classepdf_7fb94ce90d1ac7077d29f7d6a6c3e0a5}{ |
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| 122 | void \hyperlink{classepdf_7fb94ce90d1ac7077d29f7d6a6c3e0a5}{\_\-renewrv} (const \hyperlink{classRV}{RV} \&in\_\-rv)} |
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| 123 | \label{classepdf_7fb94ce90d1ac7077d29f7d6a6c3e0a5} |
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[172] | 124 | |
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[180] | 125 | \begin{CompactList}\small\item\em modifier function - useful when copying epdfs \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{classmerger_021d1522cea70db8545d708afd32ec2f}{ |
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| 130 | \hyperlink{classMixEF}{MixEF} \hyperlink{classmerger_021d1522cea70db8545d708afd32ec2f}{Mix}} |
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| 131 | \label{classmerger_021d1522cea70db8545d708afd32ec2f} |
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[172] | 132 | |
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[180] | 133 | \begin{CompactList}\small\item\em Internal mixture of EF models. \item\end{CompactList}\item |
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[210] | 134 | \hypertarget{classmerger_01e222f5df660e1b25c712e82da8df8f}{ |
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| 135 | Array$<$ \hyperlink{classdatalink__m2e}{datalink\_\-m2e} $\ast$ $>$ \hyperlink{classmerger_01e222f5df660e1b25c712e82da8df8f}{dls}} |
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| 136 | \label{classmerger_01e222f5df660e1b25c712e82da8df8f} |
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| 137 | |
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| 138 | \begin{CompactList}\small\item\em Data link for each \hyperlink{classmpdf}{mpdf} in mpdfs. \item\end{CompactList}\item |
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| 139 | \hypertarget{classmerger_e741e6096a7acec3dfa477efa1d8160e}{ |
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| 140 | Array$<$ \hyperlink{classRV}{RV} $>$ \hyperlink{classmerger_e741e6096a7acec3dfa477efa1d8160e}{rvzs}} |
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| 141 | \label{classmerger_e741e6096a7acec3dfa477efa1d8160e} |
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| 142 | |
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| 143 | \begin{CompactList}\small\item\em Array of rvs that are not modelled by mpdfs at all (aux). \item\end{CompactList}\item |
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| 144 | \hypertarget{classmerger_d0ff2953f904f12a355f72f51813ca7a}{ |
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| 145 | Array$<$ \hyperlink{classdatalink__m2e}{datalink\_\-m2e} $\ast$ $>$ \hyperlink{classmerger_d0ff2953f904f12a355f72f51813ca7a}{zdls}} |
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| 146 | \label{classmerger_d0ff2953f904f12a355f72f51813ca7a} |
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| 147 | |
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| 148 | \begin{CompactList}\small\item\em Data Links of rv0 mpdfs - these will be conditioned the (rv,rvc) of mpdfs. \item\end{CompactList}\item |
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[180] | 149 | \hypertarget{classmerger_ce84de1824875b4262eefb640e8c6d69}{ |
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| 150 | int \hyperlink{classmerger_ce84de1824875b4262eefb640e8c6d69}{Ns}} |
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| 151 | \label{classmerger_ce84de1824875b4262eefb640e8c6d69} |
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[172] | 152 | |
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[180] | 153 | \begin{CompactList}\small\item\em Number of samples used in approximation. \item\end{CompactList}\item |
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| 154 | \hypertarget{classmerger_6acf33e1c64aaaee20689725e8110f65}{ |
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| 155 | int \hyperlink{classmerger_6acf33e1c64aaaee20689725e8110f65}{Nc}} |
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| 156 | \label{classmerger_6acf33e1c64aaaee20689725e8110f65} |
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[172] | 157 | |
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[180] | 158 | \begin{CompactList}\small\item\em Number of components in a mixture. \item\end{CompactList}\item |
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| 159 | \hypertarget{classmerger_e68a72e2740007ae68545e378c7701ad}{ |
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| 160 | double \hyperlink{classmerger_e68a72e2740007ae68545e378c7701ad}{beta}} |
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| 161 | \label{classmerger_e68a72e2740007ae68545e378c7701ad} |
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[172] | 162 | |
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[180] | 163 | \begin{CompactList}\small\item\em Prior on the log-normal merging model. \item\end{CompactList}\item |
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[210] | 164 | \hypertarget{classmerger_b13c9e8921e6bc6b8dd7bbafb54fa801}{ |
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| 165 | \hyperlink{classeEmp}{eEmp} \hyperlink{classmerger_b13c9e8921e6bc6b8dd7bbafb54fa801}{eSmp}} |
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| 166 | \label{classmerger_b13c9e8921e6bc6b8dd7bbafb54fa801} |
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| 167 | |
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| 168 | \begin{CompactList}\small\item\em Projection to empirical density. \item\end{CompactList}\item |
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[180] | 169 | \hypertarget{classcompositepdf_c1646fe41ff5934d010e54ccaa46133f}{ |
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| 170 | int \hyperlink{classcompositepdf_c1646fe41ff5934d010e54ccaa46133f}{n}} |
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| 171 | \label{classcompositepdf_c1646fe41ff5934d010e54ccaa46133f} |
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[172] | 172 | |
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[180] | 173 | \begin{CompactList}\small\item\em Number of mpdfs in the composite. \item\end{CompactList}\item |
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| 174 | \hypertarget{classcompositepdf_637877061b917a16a0421bb5c4cd480d}{ |
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| 175 | Array$<$ \hyperlink{classmpdf}{mpdf} $\ast$ $>$ \hyperlink{classcompositepdf_637877061b917a16a0421bb5c4cd480d}{mpdfs}} |
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| 176 | \label{classcompositepdf_637877061b917a16a0421bb5c4cd480d} |
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[172] | 177 | |
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[180] | 178 | \begin{CompactList}\small\item\em Elements of composition. \item\end{CompactList}\item |
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| 179 | \hypertarget{classepdf_74da992e3f5d598da8850b646b79b9d9}{ |
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| 180 | \hyperlink{classRV}{RV} \hyperlink{classepdf_74da992e3f5d598da8850b646b79b9d9}{rv}} |
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| 181 | \label{classepdf_74da992e3f5d598da8850b646b79b9d9} |
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[172] | 182 | |
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[180] | 183 | \begin{CompactList}\small\item\em Identified of the random variable. \item\end{CompactList}\end{CompactItemize} |
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[172] | 184 | |
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| 185 | |
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[180] | 186 | \subsection{Detailed Description} |
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| 187 | Function for general combination of pdfs. |
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[172] | 188 | |
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[180] | 189 | Mixtures of Gaussian densities are used internally. Switching to other densities should be trivial. |
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[172] | 190 | |
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[180] | 191 | \subsection{Member Function Documentation} |
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| 192 | \hypertarget{classmerger_379198c3d2063bfa63f5d1245a2511ba}{ |
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| 193 | \index{merger@{merger}!sample@{sample}} |
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| 194 | \index{sample@{sample}!merger@{merger}} |
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| 195 | \subsubsection[sample]{\setlength{\rightskip}{0pt plus 5cm}vec merger::sample () const\hspace{0.3cm}{\tt \mbox{[}inline, virtual\mbox{]}}}} |
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| 196 | \label{classmerger_379198c3d2063bfa63f5d1245a2511ba} |
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[172] | 197 | |
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| 198 | |
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[180] | 199 | sample from merged density weight w is a |
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[172] | 200 | |
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[180] | 201 | Implements \hyperlink{classepdf_8019654e494bf5e458f6fb947e11b262}{epdf}. |
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[172] | 202 | |
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[181] | 203 | References MixEF::\_\-epdf(), Mix, and epdf::sample().\hypertarget{classcompositepdf_635d219fb3e32852400d6f98aa4bdc93}{ |
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| 204 | \index{merger@{merger}!getrv@{getrv}} |
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| 205 | \index{getrv@{getrv}!merger@{merger}} |
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| 206 | \subsubsection[getrv]{\setlength{\rightskip}{0pt plus 5cm}{\bf RV} compositepdf::getrv (bool {\em checkoverlap} = {\tt false})\hspace{0.3cm}{\tt \mbox{[}inherited\mbox{]}}}} |
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| 207 | \label{classcompositepdf_635d219fb3e32852400d6f98aa4bdc93} |
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[172] | 208 | |
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[181] | 209 | |
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| 210 | find common rv, flag |
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| 211 | |
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| 212 | \begin{Desc} |
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| 213 | \item[Parameters:] |
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| 214 | \begin{description} |
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| 215 | \item[{\em checkoverlap}]modifies whether overlaps are acceptable \end{description} |
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| 216 | \end{Desc} |
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| 217 | |
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| 218 | |
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| 219 | References RV::add(), compositepdf::mpdfs, and compositepdf::n. |
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| 220 | |
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[180] | 221 | The documentation for this class was generated from the following files:\begin{CompactItemize} |
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[172] | 222 | \item |
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[180] | 223 | work/git/mixpp/bdm/estim/\hyperlink{merger_8h}{merger.h}\item |
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| 224 | work/git/mixpp/bdm/estim/merger.cpp\end{CompactItemize} |
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