Understanding the Metropolis-Hastings Algorithm

Equation of State Calculations by Fast Computing Machines

1953 • 34,935 citations

Time Series Analysis: Forecasting and Control

1977 • 19,717 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

Probability and Measure.

1996 • 6,988 citations

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

Markov Chains and Stochastic Stability

1993 • 5,311 citations

The Calculation of Posterior Distributions by Data Augmentation

1987 • 3,679 citations

Markov Chains for Exploring Posterior Distributions

1994 • 3,493 citations

Simulation and the Monte Carlo Method

2016 • 3,102 citations

Time Series Analysis: Forecasting and Control

1977 • 2,451 citations

Simulation and the Monte Carlo Method

1981 • 2,391 citations

Explaining the Gibbs Sampler

1992 • 2,343 citations

Probability and Measure.

1987 • 1,938 citations

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

1993 • 1,659 citations

Weak convergence and optimal scaling of random walk Metropolis algorithms

1997 • 1,654 citations

Bayesian Inference in Econometric Models Using Monte Carlo Integration

1989 • 1,616 citations

Probability and Measure.

1986 • 1,303 citations

Tools for Statistical Inference

1997 • 684 citations

General Irreducible Markov Chains and Non-Negative Operators.

1985 • 649 citations

General Irreducible Markov Chains and Non-Negative Operators

1984 • 570 citations

Markov Chain Monte Carlo Simulation Methods in Econometrics

1996 • 482 citations

Stochastic Processes with Applications.

1992 • 456 citations

Geometric convergence and central limit theorems for multidimensional Hastings and Metropolis algorithms

1996 • 426 citations

Tools for Statistical Inference

1993 • 411 citations

Bayes inference in regression models with ARMA (p, q) errors

1994 • 365 citations

Time series analysis: forecasting and control rev. ed.

1976 • 219 citations

Principles of Random Variate Generation

1990 • 180 citations

Bayesian Faces via Hierarchical Template Modeling

1994 • 22 citations

Stochastic Processes with Applications.

1992 • 9 citations

Bayesian Faces via Hierarchical Template Modeling

1994 • 4 citations