Design and Analysis of Simulation Experiments (Paperback, Softcover reprint of hardcover 1st ed. 1995)

This book is devoted to a new branch of experimental design theory called simulation experimental design. There are many books devoted either to the theory of experimental design or to system simulation techniques, but in this book an approach to combine both fields is developed. Especially the mathematical theory of such universal variance reduction techniques as splitting and Russian Roulette is explored. The book contains a number of results on regression design theory related to nonlinear problems, the E-optimum criterion and designs which minimize bias. Audience: This volume will be of value to readers interested in systems simulation, applied statistics and numerical methods with basic knowledge of applied statistics and linear algebra.

General

Imprint:	Springer
Country of origin:	Netherlands
Series:	Mathematics and Its Applications, 339
Release date:	December 2010
First published:	1995
Authors:	S.M. Ermakov • Viatcheslav B. Melas
Dimensions:	240 x 160 x 11mm (L x W x T)
Format:	Paperback
Pages:	200
Edition:	Softcover reprint of hardcover 1st ed. 1995
ISBN-13:	978-90-481-4604-8
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Science & Mathematics > Mathematics > Probability & statistics Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory Books > Science & Mathematics > Mathematics > Optimization > General
LSN:	90-481-4604-6
Barcode:	9789048146048

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