James Hobert

16 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-0088-1509

Publications

• Convergence complexity analysis of Albert and Chib’s algorithm for Bayesian probit regression — The Annals of Statistics 2019
• Convergence analysis of the Gibbs sampler for Bayesian general linear mixed models with improper priors — The Annals of Statistics 2012
• A spectral analytic comparison of trace-class data augmentation algorithms and their sandwich variants — The Annals of Statistics 2011
• Clustering using objective functions and stochastic search — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
• A theoretical comparison of the data augmentation, marginal augmentation and PX-DA algorithms — The Annals of Statistics 2008
• Evaluation of formal posterior distributions via Markov chain arguments — The Annals of Statistics 2008
• Convergence rates and asymptotic standard errors for Markov chain Monte Carlo algorithms for Bayesian probit regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
• Geometric Ergodicity of van Dyk and Meng's Algorithm for the Multivariate Student'stModel — Journal of the American Statistical Association 2004
• Conditions for recurrence and transience of a Markov chain on $\mathbb{Z}^+$ and estimation of a geometric success probability — The Annals of Statistics 2002
• Crossed Random Effect Models for Multiple Outcomes in a Study of Teratogenesis — Journal of the American Statistical Association 2001
• Hierarchical Models: A Current Computational Perspective — Journal of the American Statistical Association 2000
• Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1999
• Eaton's Markov chain, its conjugate partner and $\mathscr{P}$-admissibility — The Annals of Statistics 1999
• Standard Errors of Prediction in Generalized Linear Mixed Models — Journal of the American Statistical Association 1998
• Analyses of Fish Species Richness with Spatial Covariate — Journal of the American Statistical Association 1997
• The Effect of Improper Priors on Gibbs Sampling in Hierarchical Linear Mixed Models — Journal of the American Statistical Association 1996