Analyses of multivariate ordinal probit models typically use data augmentation to link the observed (discrete) data to latent (continuous) data via a censoring mechanism defined by a collection of ...
Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 51, No. 3 (2002), pp. 257-280 (24 pages) We model daily catches of fishing boats in the Grand Bank fishing grounds. We use ...
Bayesian networks, also known as Bayes nets, belief networks, or decision networks, are a powerful tool for understanding and reasoning about complex systems under uncertainty. They are essentially ...