Proceedings of the Section on Bayesian Statistical Science |
Contents
Issues in the Bayesian Design of Clinical Trials with Multiple Categorical Endpoints | 3 |
Discussion Dalene K Stangl | 9 |
A Bayesian Approach to Model Selection in Spline Nonparametric Regression | 16 |
Copyright | |
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analytical applied assessment assume assumption asymptotic Bayes estimator Bayes factor Bayesian analysis Bayesian approach Bayesian inference Bayesian Statistics Berger best population censoring clinical trials CM algorithm computational conditional distribution consider correlation corresponding covariates credible interval criterion defined denote dependence Dirichlet effect error evaluate example Figure forecast frequentist fuzzy-set Gelfand Gibbs sampler given independent inference intervals iterations Jeffreys latent class likelihood function linear logistic M₁ Markov chain matrix maximize MDIP measure median mixture models model selection Monte Carlo multinomial multivariate nonparametric observations obtained optimal outcome parameters posterior density posterior distribution posterior mean posterior probability predictive distribution prior density prior distribution prior information prior sample problem procedure quantiles rameter random variable reference prior regression risk scale Section simulation specification standard deviation stochastic Table Theorem tion unimodal values variance vector X₁ y₁ Zellner