Design and Analysis of Simulation Experiments: 339 - Rilegato

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

Rilegato

ISBN 10: 0792336623 ISBN 13: 9780792336624

Casa editrice: Springer-Verlag GmbH, 1995

Riassunto

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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Contenuti

Preface. 1. Methods of Distribution and Process Simulation. 2. Discrete Markov Chains. 3. Path Branching Technique for Discrete Markov Chains. 4. General Markov Chains. 5. General Design Methods of Simulation and Regression Experiments. References. Index.

Product Description

Book by Ermakov Sergey Melas Viatcheslav B

Dettagli dell?edizione

• Editore: Springer-Verlag GmbH
• Data di pubblicazione: 1995
• Lingua: Inglese
• ISBN 10: 0792336623
• ISBN 13: 9780792336624
• Rilegatura: Copertina rigida
• Numero di pagine: 212
• Contatto del produttore: non disponibile
• Persona responsabile: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania