The Design and Analysis of Computer Experiments

Thomas J. Santner, Brian J. Williams, William I. Notz (Autoren)

Buch | Hardcover

284 Seiten

2003 | 2nd Revised edition
Springer-Verlag New York Inc.
978-0-387-95420-2 (ISBN)

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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 run the code (the design of the computer experiment). It also provides techniques for analyzing the resulting data so as to achieve these research goals.

Physical Experiments and Computer Experiments * Preliminaries * Predicting Output from Computer Experiments * Additional Topics in Prediction Methodology * Space-Filling Designs for Computer Experiments * Some Criterion-Based Experimental Designs * Sensitivity Analysis, Validation, and Other Issues

Reihe/Serie	Springer Series in Statistics
Zusatzinfo	XII, 284 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1330 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Mathematik / Informatik ► Mathematik ► Analysis
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
ISBN-10	0-387-95420-1 / 0387954201
ISBN-13	978-0-387-95420-2 / 9780387954202
Zustand	Neuware