Estimation and comparison of multiple change-point models

Sampling-Based Approaches to Calculating Marginal Densities

Alan E. Gelfand, A. F. M. Smith · Journal of the American Statistical Association · 1990 · 6.7K citations

Natural Sciences, Mathematics, Probability Theory +16

Bayes Factors

Robert E. Kass, Adrian E. Raftery · Journal of the American Statistical Association · 1995 · 2.3K citations

Natural Sciences, Behavioral Sciences, Bayesian Biostatistics +11

On Gibbs sampling for state space models

Chris Carter, Robert Kohn · Biometrika · 1994 · 2K citations

Computing, Data Science, Bayesian Data Analysis +14

Computing Bayes Factors by Combining Simulation and Asymptotic Approximations

Thomas J. DiCiccio, Robert E. Kass, Adrian E. Raftery et al. · Journal of the American Statistical Association · 1997 · 2K citations

Natural Sciences, Biostatistics, Mathematics +17

Marginal Likelihood from the Gibbs Output

Siddhartha Chib · Journal of the American Statistical Association · 1995 · 1.8K citations

Business, Biostatistics, Bayesian Data Analysis +16