Design and Analysis of Simulation Experiments

Szerző: Jack P. C. Kleijnen

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer International Publishing AG

Elérhetőség: Beszállítói készleten

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This is a new edition of Kleijnen's advanced expository book on statistical methods for the Design a...

Információk a könyvről

Szerző

Jack P. C. Kleijnen

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2016

oldal

322

EAN

9783319330716

ISBN

3319330713

Enbook ID

15193146

Kiadó

Springer International Publishing AG

Súly

5772

Méretek

155 x 235 x 14

Teljes leírás

This is a new edition of Kleijnen's 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 book's 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 Wald's 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. 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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Design and Analysis of Simulation Experiments

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