Probability distributions for Exponential Family models. More...
#include "../shared_ptr.h"#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::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::mDirich |
| 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, TEpdf > |
| 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 |
| Inverse Wishart on Choleski decomposition. More... | |
| class | bdm::rwiWishartCh |
| Random Walk on inverse Wishart. More... | |
| class | bdm::eEmp |
| Weighted empirical density. More... | |
Enumerations | |
| enum | RESAMPLING_METHOD { MULTINOMIAL = 0, STRATIFIED = 1, SYSTEMATIC = 3 } |
Switch between various resampling methods. | |
Functions | |
| bdm::UIREGISTER2 (enorm, chmat) | |
| bdm::SHAREDPTR2 (enorm, chmat) | |
| bdm::UIREGISTER2 (enorm, ldmat) | |
| bdm::SHAREDPTR2 (enorm, ldmat) | |
| bdm::UIREGISTER2 (enorm, fsqmat) | |
| bdm::SHAREDPTR2 (enorm, fsqmat) | |
| bdm::UIREGISTER (egiw) | |
| bdm::SHAREDPTR (egiw) | |
| bdm::UIREGISTER (eDirich) | |
| bdm::UIREGISTER (mDirich) | |
| bdm::UIREGISTER (egamma) | |
| bdm::SHAREDPTR (egamma) | |
| bdm::UIREGISTER (euni) | |
| bdm::UIREGISTER2 (mlnorm, ldmat) | |
| bdm::SHAREDPTR2 (mlnorm, ldmat) | |
| bdm::UIREGISTER2 (mlnorm, fsqmat) | |
| bdm::SHAREDPTR2 (mlnorm, fsqmat) | |
| bdm::UIREGISTER2 (mlnorm, chmat) | |
| bdm::SHAREDPTR2 (mlnorm, chmat) | |
| bdm::UIREGISTER2 (mgnorm, chmat) | |
| bdm::SHAREDPTR2 (mgnorm, chmat) | |
| bdm::UIREGISTER (mgamma) | |
| bdm::SHAREDPTR (mgamma) | |
| bdm::UIREGISTER (migamma_ref) | |
| bdm::SHAREDPTR (migamma_ref) | |
| bdm::UIREGISTER (mlognorm) | |
| bdm::SHAREDPTR (mlognorm) | |
| template<class sq_T > | |
| std::ostream & | bdm::operator<< (std::ostream &os, mlnorm< sq_T > &ml) |
Probability distributions for Exponential Family models.
----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty
Using IT++ for numerical operations -----------------------------------
1.6.1