Inference from Iterative Simulation Using Multiple Sequences

Equation of State Calculations by Fast Computing Machines

1953 • 34,935 citations

Multiple Imputation for Nonresponse in Surveys

1987 • 19,035 citations

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

1984 • 17,865 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

The Monte Carlo Method

1949 • 5,519 citations

The Design of Experiments

1935 • 4,362 citations

An Approximate Distribution of Estimates of Variance Components

1946 • 4,173 citations

The Calculation of Posterior Distributions by Data Augmentation

1987 • 3,679 citations

Evaluating the Accuracy of Sampling-Based Approaches to the Calculation of Posterior Moments

1991 • 2,548 citations

Accurate Approximations for Posterior Moments and Marginal Densities

1986 • 1,957 citations

Stochastic Simulation

1987 • 1,835 citations

Maximum likelihood estimation via the ECM algorithm: A general framework

1993 • 1,721 citations

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

1993 • 1,659 citations

Markov Random Fields and Their Applications

1980 • 1,309 citations

Bayesianly Justifiable and Relevant Frequency Calculations for the Applied Statistician

1984 • 1,274 citations

Bayesian Statistics 4.

1993 • 1,142 citations

Illustration of Bayesian Inference in Normal Data Models Using Gibbs Sampling

1990 • 953 citations

Generalized Linear Models with Random Effects; a Gibbs Sampling Approach

1991 • 925 citations

Using EM to Obtain Asymptotic Variance-Covariance Matrices: The SEM Algorithm

1991 • 535 citations

The Calculation of Posterior Distributions by Data Augmentation: Comment: A Noniterative Sampling/Importance Resampling Alternative to the Data Augmentation Algorithm for Creating a Few Imputations When Fractions of Missing Information Are Modest: The SIR Algorithm

1987 • 393 citations

Multiple Imputation of Industry and Occupation Codes in Census Public-use Samples Using Bayesian Logistic Regression

1991 • 185 citations

Modelling Complexity: Applications of Gibbs Sampling in Medicine

1993 • 173 citations

Bayesian Interpretation of Standard Inference Statements

1965 • 154 citations

Metropolis Methods, Gaussian Proposals and Antithetic Variables

1992 • 110 citations

Calculation of Order Parameters in a Binary Alloy by the Monte Carlo Method

1959 • 101 citations

Exploring Posterior Distributions Using Markov Chains

1992 • 67 citations

Deleted Work

1955 • 0 citations