From EM to Data Augmentation: The Emergence of MCMC Bayesian Computation in the 1980s

Martin A. Tanner, Wing H. Wong

It was known from Metropolis et al. [J. Chem. Phys. 21 (1953) 1087--1092] that one can sample from a distribution by performing Monte Carlo simulation from a Markov chain whose equ…