Design and Modeling for Computer Experiments by Kai-Tai Fang

Design and Modeling for Computer Experiments by Kai-Tai Fang

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Summary

Combines a statistical approach with engineering applications and delineates the steps for successfully modeling a problem and analyzing it to find the solution. This work introduces basic concepts and examines computer experiment design. It presents various modeling techniques and discusses model interpretation, including sensitivity analysis.

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Design and Modeling for Computer Experiments by Kai-Tai Fang

Combines a statistical approach with engineering applications and delineates the steps for successfully modeling a problem and analyzing it to find the solution. This work introduces basic concepts and examines computer experiment design. It presents various modeling techniques and discusses model interpretation, including sensitivity analysis.

". . very well-organized text . . . makes a very valuable contribution to the field. I highly recommend it for anyone trying to learn design and modeling techniques for computer experiments. In particular, it will be a useful professional reference for scientists and engineers in practicing computer experiments, a comprehensive resource book for statisticians interested in developing new techniques for designing and modeling computation experiments, and an excellent book for undergraduate and graduate students. The authors’ careful and thorough presentation style makes the book a very enjoyable read."

– Hao Helen Zhang, North Carolina State University, in JASA, December 2008

Kai-Tai Fang, Runze Li, Agus Sudjianto

SKU Unavailable
ISBN 13 9781584885467
ISBN 10 1584885467
Title Design and Modeling for Computer Experiments
Author Kai-Tai Fang
Series Chapman And Hall Crc Computer Science And Data Analysis
Condition Unavailable
Binding Type Hardback
Publisher CRC Press LLC
Year published 2005-10-14
Number of pages 302
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable