Monte Carlo methods collectively refer to a set of computational tools based on random samples. These methods have a very long history that can be traced back to biblical times although a systematic foundation was established only in the early days of...

The Monte Carlo method, used to investigate a wide variety of problems, is a stochastic technique based on the statistics of random events applied to large numbers. Monte Carlo methods use random numbers and probability statistics to explain a variety...

Computer simulation experiments used to estimate the values of parameters by random sampling and regressing the results of successive experiments to establish that least squares estimators are...

A Monte Carlo method is a computational algorithm which relies on repeated random sampling to compute its results. Monte Carlo methods are often used when simulating physical and mathematical systems. Because of their reliance on repeated computation...

In the Preface, Professor Sobol' states that "the principal goal of this book is to suggest to specialists in various areas that there are problems in their fields that can be solved by the Monte Carlo method." To this end, I believe he...

Monte Carlo Methods in Statistical Physics. M. E. J. NEWMAN and G. T. BARKEMA. Oxford, U.K.: Oxford University Press, 1999. ISBN 0-19-851796-3. xiv + 475 pp. $98.00. This book introduces and explains methods of Monte Carlo simulation currently used to solve...