000 03363nam a22004455i 4500
001 vtls000559736
003 RU-ToGU
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007 cr nn 008mamaa
008 170212s2015 gw | s |||| 0|eng d
020 _a9783319180878
_9978-3-319-18087-8
024 7 _a10.1007/978-3-319-18087-8
_2doi
035 _ato000559736
040 _aSpringer
_cSpringer
_dRU-ToGU
100 1 _aKleijnen, Jack P.C.
_eauthor.
_9467138
245 1 0 _aDesign and Analysis of Simulation Experiments
_helectronic resource
_cby Jack P.C. Kleijnen.
250 _a2nd ed. 2015.
260 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXV, 322 p. 32 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aInternational Series in Operations Research & Management Science,
_x0884-8289 ;
_v230
505 0 _aIntroduction -- Classic regression metamodels and their designs -- Classic assumptions versus simulation practice -- Screening the many inputs of realistic simulation models -- Kriging metamodels and their designs -- Simulation optimization.
520 _aThis 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).
650 0 _aEconomics.
_9135154
650 0 _aOperations research.
_9303058
650 0 _aDecision making.
_9294514
650 0 _aManagement science.
_9459954
650 1 4 _aEconomics/Management Science.
_9247365
650 2 4 _aOperation Research/Decision Theory.
_9411428
650 2 4 _aOperations Research, Management Science.
_9353130
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aInternational Series in Operations Research & Management Science,
_9303329
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-18087-8
912 _aZDB-2-SBE
999 _c414963