Does a Gibbs sampler approach to spatial Poisson regression models outperform a single site MH sampler?
Susanne GschlößlClaudia CzadoPublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- gibbs sampler
- regression model
- bayesian inference
- random fields
- posterior distribution
- regression methods
- markov chain
- regression analysis
- model selection
- gaussian process
- gibbs sampling
- target variable
- parameter estimation
- closed form
- markov chain monte carlo
- neural network
- monte carlo
- generative model
- bayesian networks
- cross validation
- topic models
- machine learning