Stephen G. Walker

Sampling the Dirichlet Mixture Model with Slices

Stephen G. Walker · Communications in Statistics - Simulation and Computation · 2007 · 433 citations

Dirichlet Form, Random Distribution Function, Mixture Distribution +7

Slice sampling mixture models

Maria Kalli, Jim E. Griffin, Stephen G. Walker · Statistics and Computing · 2009 · 343 citations

Mixture Distribution, Mixture Models, Mixture Analysis +3

Bayesian Nonparametric Inference for Random Distributions and Related Functions

Stephen G. Walker, Paul Damien, Purushottam W. Laud et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1999 · 231 citations · Full text

Bayesian Statistic, Bayesian Statistics, Statistical Modelling +14

New approaches to Bayesian consistency

Stephen G. Walker · The Annals of Statistics · 2004 · 144 citations · Full text

Bayesian Statistic, Bayesian Statistics, Bayesian Consistency +14

Beta-Stacy processes and a generalization of the Pólya-urn scheme

Stephen G. Walker, Pietro Muliere · The Annals of Statistics · 1997 · 138 citations · Full text

Engineering, Posterior Distribution, Gibbs Measure +13