README.md

In CubicZebra/MVNBayesian: Bayesian Analysis Framework for MVN (Mixture) Distribution

MVNBayesian Package

Bayesian analysis framework for multivariate normal (MVN) distribution and multivariate normal mixture (MixMVN) distribution

Bayesian framework for:

a) Computing Bayesian posterior for (Mix)MVN distribution      Using for: *Bayesian posteriori in (Mix)MVN, *Parameter estimation

b) Gibbs sampler for generating random vectors based on specified (Mix)MVN      Using for: *Marginal distributions in (Mix)MVN

c) Markov Chain Monte Carlo (MCMC) for approaching any customized conditional distribution based on specified (Mix)MVN      Using for: *MCMC approach, *Conditional distributions in (Mix)MVN

Development Enviroment:

R_3.5.0; plyr_1.8.4; mvtnorm_1.0-8

Some other related functions (including EM clustering for MixMVN) are in experimental...

Author: ZHANG Chen Contact: [e-mail]

CubicZebra/MVNBayesian documentation built on May 17, 2019, 2:14 a.m.