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 ...
Graphical models form a cornerstone of modern data analysis by providing a visually intuitive framework to represent and reason about the complex interdependencies among variables. In particular, ...
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