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Design and Analysis of Simulation Experiments

Jack P. P. Kleijnen
Publisher: 
Springer Verlag
Publication Date: 
2008
Number of Pages: 
216
Format: 
Hardcover
Series: 
International Series in Operations Research and Management Science 111
Price: 
89.95
ISBN: 
9780387718125
Category: 
Monograph
We do not plan to review this book.

Preface.- Introduction.- Black Box Metamodels.- Low-Order Polynomial Regression.- Metamodels and Designs: A Single Factor.- Low-Order Polynomial Models and Designs: Multiple Factors.- Low-Order Polynomial Models and Screening Designs: Hundreds of Factors.- Kriging Metamodels.- Latin Hypercube Sampling (LHS) and other Space-Filling Designs.- Cross-Validation of Metamodels.- Conclusions and Further Research.

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