國立虎尾科技大學 |

Language: English

Back

The design and analysis of computer ...

SpringerLink (Online service)

The design and analysis of computer experiments

Record Type:	Language materials, printed : Monograph/item
Title/Author:	The design and analysis of computer experiments/ by Thomas J. Santner, Brian J. Williams, William I. Notz.
Author:	Santner, Thomas J.
other author:	Williams, Brian J.
Published:	New York, NY :Springer New York : : 2018.,
Description:	xv, 436 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Experimental design. -
Online resource:	https://doi.org/10.1007/978-1-4939-8847-1
ISBN:	9781493988471

The design and analysis of computer experiments
Santner, Thomas J.

The design and analysis of computer experiments[electronic resource] /by Thomas J. Santner, Brian J. Williams, William I. Notz. - 2nd ed. - New York, NY :Springer New York :2018. - xv, 436 p. :ill., digital ;24 cm. - Springer series in statistics,0172-7397. - Springer series in statistics..

Physical Experiments and Computer Experiments -- Stochastic Process Models for Describing Simulator Output -- Empirical Best Linear Unbiased Prediction for Simulator Output -- Bayesian Inference for Simulator Output -- Space-Filling Designs for Computer Experiments -- Some Criterion-based Experimental Designs -- Sensitivity Analysis and Variable Screening -- Calibration -- Appendix A : List of Notation -- Appendix B: Mathematical Facts -- Appendix C: An Overview of Selected Optimization Algorithms -- Appendix D: An Introduction to Markov Chain Monte Carlo Algorithms -- Appendix E: A Primer on Constructing Quasi-Monte Carlo Sequences.

ISBN: 9781493988471

Standard No.: 10.1007/978-1-4939-8847-1doiSubjects--Topical Terms:

527680
Experimental design.

LC Class. No.: QA279 / .S268 2018

Dewey Class. No.: 519.5

The design and analysis of computer experiments
LDR:01712nam a2200337 a 4500 001 930557
003 DE-He213
005 20190510150159.0
006 m d
007 cr nn 008maaau
008 190627s2018 nyu s 0 eng d
020 $a 9781493988471 $q (electronic bk.)
020 $a 9781493988457 $q (paper)
024 7 $a 10.1007/978-1-4939-8847-1 $2 doi
035 $a 978-1-4939-8847-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QA279 $b .S268 2018
072 7 $a PBT $2 bicssc
072 7 $a MAT029000 $2 bisacsh
072 7 $a PBT $2 thema
082 0 4 $a 519.5 $2 23
090 $a QA279 $b .S236 2018
100 1 $a Santner, Thomas J. $3 1211801
245 1 4 $a The design and analysis of computer experiments $h [electronic resource] / $c by Thomas J. Santner, Brian J. Williams, William I. Notz.
250 $a 2nd ed.
260 $a New York, NY : $b Springer New York : $b Imprint: Springer, $c 2018.
300 $a xv, 436 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer series in statistics, $x 0172-7397
505 0 $a Physical Experiments and Computer Experiments -- Stochastic Process Models for Describing Simulator Output -- Empirical Best Linear Unbiased Prediction for Simulator Output -- Bayesian Inference for Simulator Output -- Space-Filling Designs for Computer Experiments -- Some Criterion-based Experimental Designs -- Sensitivity Analysis and Variable Screening -- Calibration -- Appendix A : List of Notation -- Appendix B: Mathematical Facts -- Appendix C: An Overview of Selected Optimization Algorithms -- Appendix D: An Introduction to Markov Chain Monte Carlo Algorithms -- Appendix E: A Primer on Constructing Quasi-Monte Carlo Sequences.
650 0 $a Experimental design. $3 527680
650 0 $a Physical sciences $x Experiments $x Computer simulation. $3 1211803
650 1 4 $a Statistical Theory and Methods. $3 671396
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 782247
650 2 4 $a Mathematical and Computational Engineering. $3 1139415
700 1 $a Williams, Brian J. $3 1211802
700 1 $a Notz, William I. $3 685746
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Springer series in statistics. $3 882180
856 4 0 $u https://doi.org/10.1007/978-1-4939-8847-1
950 $a Mathematics and Statistics (Springer-11649)

based on 0 review(s)

Multimedia

Reviews

Add a review and share your thoughts with other readers

Export

pickup library