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
 Exponential family model. More...
class  enorm< sq_T >
 Gaussian density with positive definite (decomposed) covariance matrix. More...
class  egamma
 Gamma posterior density. 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
 Global Normal_RNG.
Gamma_RNG GamRNG
 Global Gamma_RNG.


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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