Slice sampling mixture models

A Bayesian Analysis of Some Nonparametric Problems

Thomas S. Ferguson · The Annals of Statistics · 1973 · 4.7K citations · Full text

Bayesian Statistic, Bayesian Statistics, Engineering +12

Bayesian Density Estimation and Inference Using Mixtures

Michael Escobar, Mike West · Journal of the American Statistical Association · 1995 · 2.2K citations

Bayesian Density Estimation, Bayesian Statistics, Mixture Distribution +12

Markov Chain Sampling Methods for Dirichlet Process Mixture Models

Radford M. Neal · Journal of Computational and Graphical Statistics · 2000 · 2.2K citations

Bayesian Statistic, Bayesian Statistics, Bayesian Decision Theory +15

Bayesian Computation Via the Gibbs Sampler and Related Markov Chain Monte Carlo Methods

A. F. M. Smith, Gareth O. Roberts · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1993 · 1.7K citations

Bayesian Statistic, Engineering, Monte Carlo Methods +18

Gibbs Sampling Methods for Stick-Breaking Priors

Hemant Ishwaran, Lancelot F. James · Journal of the American Statistical Association · 2001 · 1.5K citations