On MCMC sampling in hierarchical longitudinal models.

Siddhartha Chib Bradley P. Carlin

Published in: Stat. Comput. (1999)

Keyphrases

markov chain monte carlo
monte carlo
complex systems
markov chain
model selection
experimental data
hierarchical model
importance sampling
image sequences
probabilistic model
generative model
parameter estimation
bayesian inference
sampling algorithm
gibbs sampler
hierarchical models