Multilocus linkage analysis by blocked Gibbs sampling

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

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

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Inference from Iterative Simulation Using Multiple Sequences

Andrew Gelman, Donald B. Rubin · Statistical Science · 1992 · 16.7K citations · Full text

Natural Sciences, Biostatistics, Bayesian Data Analysis +15

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

Maximum likelihood estimation from incomplete data via the EM algorithm

A. P. Dempster · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1977 · 4.5K citations

Computing, Biostatistics, Computer Science +15