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Design and analysis of simulation experiments

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This is a new edition of Kleijnens advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Altogether, this new edition has approximately 50% new material not in the original book. More specifically, the author has made significant changes to the bookℓ́ℓs organization, including placing the chapter on Screening Designs immediately after the chapters on Classic Designs, and reversing the order of the chapters on Simulation Optimization and Kriging Metamodels. The latter two chapters reflect how active the research has been in these areas. The validation section has been moved into the chapter on Classic Assumptions versus Simulation Practice, and the chapter on Screening now has a section on selecting the number of replications in sequential bifurcation through Walds sequential probability ration test, as well as a section on sequential bifurcation for multiple types of simulation responses. Whereas all references in the original edition were placed at the end of the book, in this edition references are placed at the end of each chapter.℗ℓ From Reviews of the First Edition: Jack Kleijnen has once again produced a cutting-edge approach to the design and analysis of simulation experiments. (William E. BILES, JASA, June 2009, Vol. 104, No. 486)

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Detail Information

Series Title

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Call Number

330

Publisher

Cham : Springer., 2015

Collation

xv, 322 pages

Language

English

ISBN/ISSN

9783319180878

Classification

330

Content Type

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Media Type

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Carrier Type

online resource

Edition

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Subject(s)

Economics (General)

Specific Detail Info

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Statement of Responsibility

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Other Information

Cataloger

Kurnadi

Source

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