# exp_family.h File Reference

Probability distributions for Exponential Family models. More...

`#include "../base/bdmbase.h"`
`#include "../math/chmat.h"`

Go to the source code of this file.

## Classes
class | bdm::eEF
| General conjugate exponential family posterior density. More...
class | bdm::mEF
| Exponential family model. More...
class | bdm::BMEF
| Estimator for Exponential family. More...
class | bdm::enorm< sq_T >
| Gaussian density with positive definite (decomposed) covariance matrix. More...
class | bdm::egiw
| Gauss-inverse-Wishart density stored in LD form. More...
class | bdm::eDirich
| Dirichlet posterior density. More...
class | bdm::multiBM
| Estimator for Multinomial density. More...
class | bdm::egamma
| Gamma posterior density. More...
class | bdm::eigamma
| Inverse-Gamma posterior density. More...
class | bdm::euni
| Uniform distributed density on a rectangular support. More...
class | bdm::mlnorm< sq_T >
| Normal distributed linear function with linear function of mean value;. More...
class | bdm::mgnorm< sq_T >
| Mpdf with general function for mean value. More...
class | bdm::mlstudent
class | bdm::mgamma
| Gamma random walk. More...
class | bdm::migamma
| Inverse-Gamma random walk. More...
class | bdm::mgamma_fix
| Gamma random walk around a fixed point. More...
class | bdm::migamma_ref
| Inverse-Gamma random walk around a fixed point. More...
class | bdm::elognorm
class | bdm::mlognorm
| Log-Normal random walk. More...
class | bdm::eWishartCh
class | bdm::eiWishartCh
class | bdm::rwiWishartCh
class | bdm::eEmp
| Weighted empirical density. More...
## Enumerations
enum | RESAMPLING_METHOD { MULTINOMIAL = 0, STRATIFIED = 1, SYSTEMATIC = 3 }
| Switch between various resampling methods.
## Functions
| bdm::UIREGISTER (enorm< chmat >)
| bdm::UIREGISTER (enorm< ldmat >)
| bdm::UIREGISTER (enorm< fsqmat >)
| bdm::UIREGISTER (egiw)
| bdm::UIREGISTER (egamma)
| bdm::UIREGISTER (mgnorm< chmat >)
| bdm::UIREGISTER (mgamma)
| bdm::UIREGISTER (migamma_ref)
| bdm::UIREGISTER (mlognorm)
template<class sq_T >
std::ostream & | bdm::operator<< (std::ostream &os, mlnorm< sq_T > &ml)

## 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 -----------------------------------