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Design and Modeling for Computer Experiments

Design and Modeling for Computer Experiments by Kai-Tai Fang
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PART I AN OVERVIEW

INTRODUCTION
Experiments and Their Statistical Designs
Some Concepts in Experimental Design
Computer Experiments
Examples of Computer Experiments
Space-Filling Designs
Modeling Techniques
Sensitivity Analysis
Strategies for Computer Experiments and An Illustration Case
Study
Remarks on Computer Experiments
Guidance of Reading This Book

PART II DESIGNS FOR COMPUTER EXPERIMENTS

Latin Hypercube Sampling and its Modifications
Uniform Experimental Design
Optimization in Construction of Designs for Computer Experiments
PART III MODELING FOR COMPUTER EXPERIMENTS
METAMODELING
Model Interpretation
Functional Response
APPENDIX
Abbreviation
References
Index
Author Index
CRC Press; October 2005
303 pages; ISBN 9781420034899
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Title: Design and Modeling for Computer Experiments
Author: Kai-Tai Fang; Runze Li; Agus Sudjianto
 
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