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Design and Analysis of Simulation Experiments

  • Fester Einband
  • 212 Seiten
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This book is devoted to a new branch of experimental design theory called simulation experimental design. There are many books dev... Weiterlesen
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Beschreibung

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.


Inhalt

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.

Produktinformationen

Titel: Design and Analysis of Simulation Experiments
Autor:
EAN: 9780792336624
ISBN: 0792336623
Format: Fester Einband
Herausgeber: Springer Netherlands
Anzahl Seiten: 212
Gewicht: 489g
Größe: H241mm x B160mm x T16mm
Jahr: 1995
Auflage: 1995

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