Access a package for Bayesian inference control and management in your system. Check out the tools for using Gibbs sampling to perform the relevant operations and view the relationships between related variables. Detect and apply appropriate MCMC schemes.
BUGS is a software package for performing Bayesian inference Using Gibbs Sampling. The user specifies a statistical model, of (almost) arbitrary complexity, by simply stating the relationships between related variables. The software includes an ‘expert system’, which determines an appropriate MCMC (Markov chain Monte Carlo) scheme (based on the Gibbs sampler) for analysing the specified model.
Comments (1)