Simple conditions for the convergence of the Gibbs sampler and Metropolis-Hastings algorithms

Equation of State Calculations by Fast Computing Machines

1953 • 34,935 citations

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

1984 • 17,865 citations

Inference from Iterative Simulation Using Multiple Sequences

1992 • 14,856 citations

Monte Carlo sampling methods using Markov chains and their applications

1970 • 14,060 citations

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

Markov Chains for Exploring Posterior Distributions

1994 • 3,493 citations

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

1993 • 1,659 citations

General Irreducible Markov Chains and Non-Negative Operators.

1985 • 649 citations

General Irreducible Markov Chains and Non-Negative Operators

1984 • 570 citations

Monte Carlo Methods in Statistical Mechanics: Foundations and New Algorithms

1997 • 524 citations

Spatial Statistics and Bayesian Computation

1993 • 513 citations

Markov Chains for Exploring Posteior Distributions

1991 • 227 citations

Modelling Complexity: Applications of Gibbs Sampling in Medicine

1993 • 173 citations

On the Geometric Convergence of the Gibbs Sampler

1994 • 108 citations

Asymptotic Behavior of the Gibbs Sampler

1993 • 67 citations