Decision Analysis by Augmented Probability Simulation

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

1988 • 3,928 citations

Markov Chains for Exploring Posterior Distributions

1994 • 3,493 citations

Probabilistic Reasoning in Intelligent Systems

1988 • 3,096 citations

Fusion, propagation, and structuring in belief networks

1986 • 2,160 citations

Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review

1996 • 1,943 citations

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

1993 • 1,659 citations

Evaluating Influence Diagrams

1986 • 1,300 citations

Tools for Statistical Inference

1997 • 684 citations

Propagating Uncertainty in Bayesian Networks by Probabilistic Logic Sampling

1988 • 555 citations

Probabilistic Inference and Influence Diagrams

1988 • 507 citations

Uncertainty in Artificial Intelligence

1990 • 413 citations

Tools for Statistical Inference

1993 • 411 citations

Evidential reasoning using stochastic simulation of causal models

1987 • 355 citations

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

1994 • 348 citations

Discrete Approximations of Probability Distributions

1983 • 331 citations

Simulation Approaches to General Probabilistic Inference on Belief Networks

1990 • 322 citations

Gaussian Influence Diagrams

1989 • 312 citations

Bayesian Statistics 5.

1998 • 181 citations

Decision Making Using Probabilistic Inference Methods

1992 • 171 citations

Bayesian computational methods

1991 • 169 citations

Moment Methods for Decision Analysis

1993 • 134 citations

Optimal Design via Curve Fitting of Monte Carlo Experiments

1995 • 114 citations

Convergence Control Methods for Markov Chain Monte Carlo Algorithms

1995 • 114 citations

Approaches for optimal sequential decision analysis in clinical trials.

1998 • 90 citations

Approaches for Optimal Sequential Decision Analysis in Clinical Trials

1998 • 86 citations

Gibbs sampling in Bayesian networks

1990 • 68 citations

The Practice of Bayesian Analysis

1998 • 65 citations

A Comparison of Graphical Techniques for Asymmetric Decision Problems

1999 • 63 citations

The Practice of Bayesian Analysis

1999 • 56 citations

A comparison of graphical techniques for decision analysis

1994 • 52 citations

Decision Analytic Networks in Artificial Intelligence

1995 • 37 citations

Bayesian optimal design in population models for haematologic data

1998 • 29 citations

Use of the Gibbs sampler in expert systems

1992 • 28 citations

Optimal Monte Carlo estimation of belief network inference

1996 • 21 citations

A comparison of hybrid strategies for Gibbs sampling in mixed graphical models

1996 • 12 citations

Solving Influence Diagrams Using Gibbs Sampling

1996 • 9 citations

Deleted Work

1955 • 0 citations