Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen.

This is an advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Though the book focuses on DASE for discrete-event simulation (such as queuing and inventory simulations), it also discusses DASE for deterministic simulation (such as engineering...

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Bibliographic Details
Main Author:	Kleijnen, Jack P.C (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	New York, NY : Springer US : Imprint: Springer, 2008.
Edition:	1st ed. 2008.
Series:	International Series in Operations Research & Management Science, 111 Springer eBook Collection.
Subjects:	Probabilities. Statistics . Mathematical models. Operations research. Decision making. Industrial engineering. Production engineering. Engineering design. Electronic resources (E-books)
Online Access:	Click to view e-book
Holy Cross Note:	Loaded electronically. Electronic access restricted to members of the Holy Cross Community.

Table of Contents:

Preface
Introduction
Black Box Metamodels
Low-Order Polynomial Regression
Metamodels and Designs: A Single Factor
Low-Order Polynomial Models and Designs: Multiple Factors
Low-Order Polynomial Models and Screening Designs: Hundreds of Factors
Kriging Metamodels
Latin Hypercube Sampling (LHS) and other Space-Filling Designs
Cross-Validation of Metamodels
Conclusions and Further Research.

Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen.

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