Markov Chain Monte Carlo in Practice: A Roundtable Discussion

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

Bayesian Data Analysis

1995 • 14,293 citations

Monte Carlo sampling methods using Markov chains and their applications

1970 • 14,060 citations

Markov Chain Monte Carlo in Practice

1995 • 7,899 citations

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

Bayesian Learning for Neural Networks

1996 • 4,252 citations

Understanding the Metropolis-Hastings Algorithm

1995 • 3,536 citations

Markov Chains for Exploring Posterior Distributions

1994 • 3,493 citations

Bayesian Data Analysis

1995 • 2,837 citations

Nonuniversal critical dynamics in Monte Carlo simulations

1987 • 2,723 citations

Explaining the Gibbs Sampler

1992 • 2,343 citations

Bayes and Empirical Bayes Methods for Data Analysis

2001 • 2,203 citations

Practical Markov Chain Monte Carlo

1992 • 2,000 citations

Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review

1996 • 1,943 citations

POSTERIOR PREDICTIVE ASSESSMENT OF MODEL FITNESS VIA REALIZED DISCREPANCIES

1996 • 1,942 citations

Stochastic Simulation

1987 • 1,835 citations

Understanding the Metropolis-Hastings Algorithm

1995 • 1,264 citations

Stochastic Simulation

1987 • 1,081 citations

Probabilistic Inference Using Markov Chain Monte Carlo Methods

2011 • 1,061 citations

Bayesian Computation and Stochastic Systems

1995 • 966 citations

Annealing Markov Chain Monte Carlo with Applications to Ancestral Inference

1995 • 840 citations

Bayes and Empirical Bayes Methods for Data Analysis.

1997 • 830 citations

The EM Algorithm—an Old Folk-song Sung to a Fast New Tune

1997 • 757 citations

A Language and Program for Complex Bayesian Modelling

1994 • 669 citations

Spatial Statistics and Bayesian Computation

1993 • 513 citations

Inference and monitoring convergence

1995 • 391 citations

Sampling from multimodal distributions using tempered transitions

1996 • 353 citations

Physiological Pharmacokinetic Analysis Using Population Modeling and Informative Prior Distributions

1996 • 332 citations

Efficient parametrisations for normal linear mixed models

1995 • 299 citations

Methods for Approximating Integrals in Statistics with Special Emphasis on Bayesian Integration Problems

1995 • 254 citations

[Bayesian Computation and Stochastic Systems]: Rejoinder

1995 • 231 citations

Markov Chains for Exploring Posteior Distributions

1991 • 227 citations

Subsampling the Gibbs Sampler

1994 • 138 citations

Spatial statistics and Bayesian computation (with discussion)

1993 • 126 citations

Suppressing Random Walks in Markov Chain Monte Carlo Using Ordered Overrelaxation

1998 • 96 citations

Subregion-Adaptive Integration of Functions Having a Dominant Peak

1997 • 46 citations

Efficient Parametrizations for Generalized Linear Mixed Models

1996 • 38 citations

Suppressing Random Walks in Markov Chain Monte Carlo Using Ordered Overrelaxation

1995 • 32 citations

Subsampling the Gibbs Sampler

1994 • 31 citations

Comment on "Bayesian Computation and Stochastic Systems"

1995 • 9 citations

[Bayesian Computation and Stochastic Systems]: Comment

1995 • 3 citations