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1\section{work/mixpp/bdm/stat/libEF.h File Reference}
2\label{libEF_8h}\index{work/mixpp/bdm/stat/libEF.h@{work/mixpp/bdm/stat/libEF.h}}
3Probability distributions for Exponential Family models.
4
5{\tt \#include $<$itpp/itbase.h$>$}\par
6{\tt \#include \char`\"{}../math/libDC.h\char`\"{}}\par
7{\tt \#include \char`\"{}libBM.h\char`\"{}}\par
8{\tt \#include \char`\"{}../itpp\_\-ext.h\char`\"{}}\par
9
10
11Include dependency graph for libEF.h:\nopagebreak
12\begin{figure}[H]
13\begin{center}
14\leavevmode
15\includegraphics[width=149pt]{libEF_8h__incl}
16\end{center}
17\end{figure}
18
19
20This graph shows which files directly or indirectly include this file:\nopagebreak
21\begin{figure}[H]
22\begin{center}
23\leavevmode
24\includegraphics[width=420pt]{libEF_8h__dep__incl}
25\end{center}
26\end{figure}
27\subsection*{Classes}
28\begin{CompactItemize}
29\item 
30class {\bf eEF}
31\begin{CompactList}\small\item\em General conjugate exponential family posterior density. \item\end{CompactList}\item 
32class {\bf mEF}
33\begin{CompactList}\small\item\em Exponential family model. \item\end{CompactList}\item 
34class {\bf enorm$<$ sq\_\-T $>$}
35\begin{CompactList}\small\item\em Gaussian density with positive definite (decomposed) covariance matrix. \item\end{CompactList}\item 
36class {\bf egiw}
37\begin{CompactList}\small\item\em Gauss-inverse-Wishart density stored in LD form. \item\end{CompactList}\item 
38class {\bf egamma}
39\begin{CompactList}\small\item\em Gamma posterior density. \item\end{CompactList}\item 
40class {\bf euni}
41\begin{CompactList}\small\item\em Uniform distributed density on a rectangular support. \item\end{CompactList}\item 
42class {\bf mlnorm$<$ sq\_\-T $>$}
43\begin{CompactList}\small\item\em Normal distributed linear function with linear function of mean value;. \item\end{CompactList}\item 
44class {\bf mgamma}
45\begin{CompactList}\small\item\em Gamma random walk. \item\end{CompactList}\item 
46class {\bf mgamma\_\-fix}
47\begin{CompactList}\small\item\em Gamma random walk around a fixed point. \item\end{CompactList}\item 
48class {\bf eEmp}
49\begin{CompactList}\small\item\em Weighted empirical density. \item\end{CompactList}\end{CompactItemize}
50\subsection*{Enumerations}
51\begin{CompactItemize}
52\item 
53enum {\bf RESAMPLING\_\-METHOD} \{ \textbf{MULTINOMIAL} =  0,
54\textbf{STRATIFIED} =  1,
55\textbf{SYSTEMATIC} =  3
56 \}
57\begin{CompactList}\small\item\em Switch between various resampling methods. \item\end{CompactList}\end{CompactItemize}
58\subsection*{Variables}
59\begin{CompactItemize}
60\item 
61Uniform\_\-RNG {\bf UniRNG}\label{libEF_8h_2ae7dcdfebede774dd1b1f16cad10dd9}
62
63\begin{CompactList}\small\item\em Global Uniform\_\-RNG. \item\end{CompactList}\item 
64Normal\_\-RNG {\bf NorRNG}\label{libEF_8h_395c5925c8792aef3be4c360e91526c0}
65
66\begin{CompactList}\small\item\em Global Normal\_\-RNG. \item\end{CompactList}\item 
67{\bf Gamma\_\-RNG} {\bf GamRNG}\label{libEF_8h_884a8348c92a49725b78e2b6ab0bb802}
68
69\begin{CompactList}\small\item\em Global Gamma\_\-RNG. \item\end{CompactList}\end{CompactItemize}
70
71
72\subsection{Detailed Description}
73Probability distributions for Exponential Family models.
74
75\begin{Desc}
76\item[Author:]Vaclav Smidl.\end{Desc}
77----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty
78
79Using IT++ for numerical operations -----------------------------------
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