Design and Analysis of Simulation Experiments: 339 (Mathematics and Its Applications, 339) - Softcover

Ermakov, S.M.; Melas, Viatcheslav B.

 
9789048146048: Design and Analysis of Simulation Experiments: 339 (Mathematics and Its Applications, 339)

Synopsis

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.

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Other Popular Editions of the Same Title

9780792336624: Design and Analysis of Simulation Experiments: 339 (Mathematics and Its Applications, 339)

Featured Edition

ISBN 10:  0792336623 ISBN 13:  9780792336624
Publisher: Springer, 1995
Hardcover