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Effect on Prediction when Modeling Covariates in Bayesian Nonparametric Models

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In biomedical research, it is often of interest to characterize biologic processes giving rise to observations and to make predictions of future observations. Bayesian nonparametric methods provide a means for carrying out Bayesian inference making as few assu... ...