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Bayesian Modeling For Multivariate Mixed Outcomes With Applications To Cognitive Testing Data
(2012-09-13)
This dissertation studies parametric and semiparametric approaches to latent variable models, multivariate regression and model-based clustering for mixed outcomes. We use the term mixed outcomes to refer to binary, ordered categorical, count, continuous and other ordered outcomes in combination. Such data structures are ...