Bayesian estimation of random effects models for multivariate responses of mixed data - Wagner, Helga; Tüchler, Regina (Computational statistics & data analysis, 2010)
Keywords: Auxiliary mixture sampling; Auxiliary mixture sampling Generalized linear models MCMC Random effects model Variable selection; Exact sciences and technology; General topics; Generalized linear models; Mathematics; MCMC; Multivariate analysis; Numerical analysis; Numerical analysis. Scientific computation; Numerical methods in probability and statistics; Parametric inference; Probability and statistics; Random effects model; Sciences and techniques of general use; Statistics; Variable selection; MCMC; Auxiliary mixture sampling; Generalized linear models; Random effects model; Variable selection; Bayes estimation; Mixed distribution; Monte Carlo method; Data analysis; Generalized linear model; Binary data; Response model; Multivariate analysis; Gibbs sampling; Implementation; Markov chain; Statistical computation; Model specification; Random effect; Cohort data; Selection method; Multinomial distribution