We generalize the method proposed by Gelman and Rubin (1992a) for monitoring the convergence of iterative simulations by comparing between and within variances of multiple chains, in order to obtain a ...

The oldest stochastic approximation method is the Robbins—Monro process. This estimates an unknown scalar parameter by stepping from one trial value for the parameter to another, adopting the last ...