Oxford Statistical Science Series Approximating Integrals Via Monte Carlo and Deterministic Methods

Type

Book

Authors

Evans ( Evans, Michael )

Swartz ( Swartz, Tim )

ISBN 10

0821351486

ISBN 13

9780198502784

Tags

Statistics, Data Modeling & Design, Linguistics, Probability & Statistics, Calculus, Medical Books, Business & Finance, Computer Science, General

Series Name

Oxford Statistical Science Series

Description

This book is designed to introduce graduate students and researchers to the primary methods useful for approximating integrals. The emphasis is on those methods that have been found to be of practical use, focusing on approximating higher- dimensional integrals with coverage of the lower-dimensional case as well. Included in the book are asymptotic techniques, multiple quadrature and quasi-random techniques and a complete development of Monte Carlo algorithms. For the Monte Carlo section important sampling methods, variance reduction techniques and the primary Markov Chain Monte Carlo algorithms are covered. This book brings these various techniques together for the first time, and provides an accessible textbook and reference for researchers in a wide variety of disciplines. - from Amzon

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