Bayesian analysis of outlier problems using the Gibbs sampler

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

Arts, Biomedical Engineering, Bayesian Data Analysis +16

Sampling-Based Approaches to Calculating Marginal Densities

Alan E. Gelfand, A. F. M. Smith · Journal of the American Statistical Association · 1990 · 6.7K citations

Natural Sciences, Mathematics, Probability Theory +16

Journal of the American Statistical Association

Anne B. Koehler · International Journal of Forecasting · 1995 · 5.4K citations

Natural Sciences, Mathematics, Statistics +4

The Calculation of Posterior Distributions by Data Augmentation

Martin A. Tanner, Wing Hung Wong · Journal of the American Statistical Association · 1987 · 3.8K citations

Natural Sciences, Computer Science, Mathematics +17

Optimal Statistical Decisions.

David Siegmund, Morris H. DeGroot · Journal of the American Statistical Association · 1972 · 3.5K citations

Natural Sciences, Mathematics, Experimental Design +15