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The Design and analysis of computer experiments

Author: Thomas J Santner; Brian J Williams; William Notz
Publisher: New York : Springer, ©2003.
Series: Springer series in statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"This book describes methods for designing and analyzing experiments that are conducted using a computer code rather than a physical experiment. It discusses how to select the values of the factors at which to run the code (the design of the computer experiment) in light of the research objectives of the experimenter. It also provides techniques for analyzing the resulting data so as to achieve these research goals.  Read more...
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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Thomas J Santner; Brian J Williams; William Notz
ISBN: 0387954201 9780387954202
OCLC Number: 51861918
Description: xii, 283 pages : illustrations ; 24 cm.
Contents: 1. Physical Experiments and Computer Experiments --
2. Preliminaries --
3. Predicting Output from Computer Experiments --
4. Additional Topics in Prediction Methodology --
5. Space-Filling Designs for Computer Experiments --
6. Some Criterion-based Experimental Designs --
7. Sensitivity Analysis, Validation, and Other Issues --
C. PErK: Parametric Empirical Kriging.
Series Title: Springer series in statistics.
Responsibility: Thomas J. Santner, Brian J. Williams, William I. Notz.
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Abstract:

This book describes methods for designing and analyzing experiments conducted using computer code in lieu of a physical experiment. It discusses how to select the values of the factors at which to  Read more...

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From the reviews:"This is quite a unique book and may fill a void in the design of experiments literature." Techonmetrics, November 2004"This book will be a valuable reference for for any Read more...

 
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