mixpp: bdm::eigamma Class Reference

bdm::eigamma Class Reference

Inverse-Gamma posterior density. More...

#include <exp_family.h>

Inheritance diagram for bdm::eigamma:

bdm::egamma bdm::eEF bdm::epdf bdm::pdf bdm::root List of all members.

Public Member Functions

All constructors are inherited

vec sample () const
vec mean () const
 Returns poiter to alpha and beta. Potentially dangerous: use with care!
vec variance () const

Detailed Description

Inverse-Gamma posterior density.

Multivariate inverse-Gamma density as product of independent univariate densities.

\[ f(x|\alpha,\beta) = \prod f(x_i|\alpha_i,\beta_i) \]

Vector $\beta$ has different meaning (in fact it is 1/beta as used in definition of iG)

Inverse Gamma can be converted to Gamma using

\[ x\sim iG(a,b) => 1/x\sim G(a,1/b) \]

This relation is used in sampling.


The documentation for this class was generated from the following file:
Generated on 2 Dec 2013 for mixpp by  doxygen 1.4.7