Bayesian computation for logistic regression

Equation of State Calculations by Fast Computing Machines

N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations

Computing, Computer Engineering, Computer Science +9

Monte Carlo sampling methods using Markov chains and their applications

W. Keith Hastings · Biometrika · 1970 · 15.2K citations

Natural Sciences, Mathematics, Probability Theory +16

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

The Calculation of Posterior Distributions by Data Augmentation

Martin A. Tanner, Wing Hung Wong · Journal of the American Statistical Association · 1987 · 3.8K citations

Natural Sciences, Computer Science, Mathematics +17

Bayesian Analysis of Binary and Polychotomous Response Data

James H. Albert, Siddhartha Chib · Journal of the American Statistical Association · 1993 · 3.1K citations

Public Health, Biostatistics, Categorical Data Analysis +16