Iterative simulation methods

摘要

The standard methods of generating sample from univariate distributions often become hopelessly inefficient when applied to realizations of stochastic processes. Iterative methods are not widely known amongst statisticians, but some are standard practice in statistical physics and chemistry. The methods are surveyed and compared, with particular reference to their convergence properties.