Design and Analysis of Simulation Experiments

    Research output: Book/ReportBookScientific

    Abstract

    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.
    Original languageEnglish
    Place of PublicationNew York
    PublisherSpringer Verlag
    Number of pages322
    Edition2nd
    ISBN (Electronic)978-3-319-18087-8
    ISBN (Print)978-3-319-18086-1
    DOIs
    Publication statusPublished - 2015

    Publication series

    NameInternational Series in Operations Research & Management Science
    PublisherSpringer International Publishing
    Volume230
    Name
    ISSN (Print)0884-8289

    Fingerprint

    Simulation Experiment
    Bifurcation
    Screening Design
    Simulation Optimization
    Kriging
    Metamodel
    Statistical method
    Replication
    Screening
    Immediately
    Simulation
    Design

    Cite this

    Kleijnen, J. P. C. (2015). Design and Analysis of Simulation Experiments. (2nd ed.) (International Series in Operations Research & Management Science; Vol. 230). New York: Springer Verlag. https://doi.org/10.1007/978-3-319-18087-8
    Kleijnen, Jack P.C. / Design and Analysis of Simulation Experiments. 2nd ed. New York : Springer Verlag, 2015. 322 p. (International Series in Operations Research & Management Science).
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    author = "Kleijnen, {Jack P.C.}",
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    Kleijnen, JPC 2015, Design and Analysis of Simulation Experiments. International Series in Operations Research & Management Science, vol. 230, 2nd edn, Springer Verlag, New York. https://doi.org/10.1007/978-3-319-18087-8

    Design and Analysis of Simulation Experiments. / Kleijnen, Jack P.C.

    2nd ed. New York : Springer Verlag, 2015. 322 p. (International Series in Operations Research & Management Science; Vol. 230).

    Research output: Book/ReportBookScientific

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    Kleijnen JPC. Design and Analysis of Simulation Experiments. 2nd ed. New York: Springer Verlag, 2015. 322 p. (International Series in Operations Research & Management Science). https://doi.org/10.1007/978-3-319-18087-8