work/mixpp/bdm/stat/libEF.h File Reference

Probability distributions for Exponential Family models. More...

#include <itpp/itbase.h>
#include "../math/libDC.h"
#include "libBM.h"
#include "../itpp_ext.h"

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Classes
class	eEF
	General conjugate exponential family posterior density. More...
class	mEF
class	enorm< sq_T >
	Gaussian density with positive definite (decomposed) covariance matrix. More...
class	egamma
	Gamma posterior density. More...
class	emix
	Weighted mixture of epdfs with external owned components. More...
class	euni
	Uniform distributed density on a rectangular support. More...
class	mlnorm< sq_T >
	Normal distributed linear function with linear function of mean value;. More...
class	mgamma
	Gamma random walk. More...
class	eEmp
	Weighted empirical density. More...
Enumerations
enum	RESAMPLING_METHOD { MULTINOMIAL = 0, STRATIFIED = 1, SYSTEMATIC = 3 }
	Switch between various resampling methods.
Variables
Uniform_RNG	UniRNG
	Global Uniform_RNG.
Normal_RNG	NorRNG
Gamma_RNG	GamRNG

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Detailed Description

Probability distributions for Exponential Family models.

Author:

Vaclav Smidl.

----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty

Using IT++ for numerical operations -----------------------------------

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