Bayesian Analysis of Linear and Non-Linear Population Models by Using the Gibbs Sampler

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

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

Bayesian image restoration, with two applications in spatial statistics

1991 • 3,867 citations

Practical Markov Chain Monte Carlo

1992 • 2,000 citations

Efficient Inference in a Random Coefficient Regression Model

1970 • 1,979 citations

Accurate Approximations for Posterior Moments and Marginal Densities

1986 • 1,957 citations

Stochastic Simulation

1987 • 1,835 citations

Nonlinear Mixed Effects Models for Repeated Measures Data

1990 • 1,726 citations

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

1993 • 1,659 citations

Adaptive Rejection Sampling for Gibbs Sampling

1992 • 1,658 citations

Distributions in Statistics: Continuous Multivariate Distributions.

1973 • 1,629 citations

Scale Mixtures of Normal Distributions

1974 • 1,074 citations

A generalized multivariate analysis of variance model useful especially for growth curve problems

1964 • 1,017 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

Spatial Statistics and Bayesian Computation

1993 • 513 citations

Approximate Bayesian Inference in Conditionally Independent Hierarchical Models (Parametric Empirical Bayes Models)

1989 • 441 citations

A Monte Carlo Method for Bayesian Inference in Frailty Models

1991 • 318 citations

Modelling Complexity: Applications of Gibbs Sampling in Medicine

1993 • 173 citations

A Numerical Procedure to Generate a Sample Covariance Matrix

1966 • 152 citations

Efficient generation of random variates via the ratio-of-uniforms method

1991 • 143 citations

A Bayesian approach to growth curves

1975 • 107 citations

A simulation study comparing designs for dose ranging

1991 • 98 citations

Discussion on the Meeting on the Gibbs Sampler and Other Markov Chain Monte Carlo Methods

1993 • 73 citations

Bayesian approach for a nonlinear growth model.

1982 • 40 citations

Bayesian Approaches to Outliers and Robustness

1983 • 38 citations

Hierarchical Bayes Models for the Progression of HIV Infection Using Longitudinal CD4+ Counts.

1992 • 7 citations