Design and Analysis of Simulation Experiments

Ermakov, Sergey; Melas, Viatcheslav B.

ISBN 10: 9048146046 / ISBN 13: 9789048146048

Verlag: Springer, 2010

Series: Mathematics and its Applications. Num Pages: 207 pages, black & white illustrations. BIC Classification: PBKS; PBT; PBU; PBW. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 11. Weight in Grams: 332. . 2010. 1st ed. Softcover of orig. ed. 1995. Paperback. . . . . Bestandsnummer des Verkäufers V9789048146048

Inhaltsangabe:

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.

Bibliografische Details

Titel: Design and Analysis of Simulation Experiments
Verlag: Springer
Erscheinungsdatum: 2010
Einband: Softcover
Zustand: New
Auflage: 1. Auflage