MARC Record from marc_columbia

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001 15106431
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010 $a 2015458344
035 $a(OCoLC)ocn911616816
035 $a(NNC)15106431
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020 $a9781466504349$q(electronic bk.)
020 $a146650434X$q(electronic bk.)
020 $z9781466504332$q(hbk.)
020 $z1466504331$q(hbk.)
020 $a0429096348
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024 7 $a10.1201/b18619$2doi
035 $a(OCoLC)911616816$z(OCoLC)913332957$z(OCoLC)988215224$z(OCoLC)1049743207$z(OCoLC)1066579066$z(OCoLC)1153051474$z(OCoLC)1175724782
037 $aTANDF_261180$bIngram Content Group
050 4 $aQA279$b.H36 2015
072 7 $aMAT$x003000$2bisacsh
072 7 $aMAT$x029000$2bisacsh
082 04 $a519.5/7$223
049 $aZCUA
245 00 $aHandbook of design and analysis of experiments /$cedited by Angela Dean, the Ohio State University, Columbus, Ohio, USA, Max Morris, Iowa State University, Ames, Iowa, USA, John Stufken, Arizona State University, Tempe, Arizona, USA, Derek Bingham, Simon Fraser University, Burnaby, British Columbia, Canada.
264 1 $aBoca Raton :$bCRC Press,$c[2015]
264 4 $c©20
264 4 $c©2015
300 $a1 online resource (xix, 924 pages) :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aChapman & Hall/CRC handbooks of modern statistical methods
520 $aHandbook of Design and Analysis of Experiments provides a detailed overview of the tools required for the optimal design of experiments and their analyses. The handbook gives a unified treatment of a wide range of topics, covering the latest developments. This carefully edited collection of 25 chapters in seven sections synthesizes the state of the art in the theory and applications of designed experiments and their analyses. Written by leading researchers in the field, the chapters offer a balanced blend of methodology and applications. The first section presents a historical look at experiment.
504 $aIncludes bibliographical references.
505 0 $aSection I General Prinicples -- History and overview of design and analysis of experiments / Klaus Hinkelmann -- Introduction to linear models / Linda M. Haines -- Section II Designs for Linear Models -- Blocking with independent responses / John P. Morgan -- Crossover designs / Mausumi Bose and Aloke Dey -- Responses surface experiments and designs / André I. Khuri and Siuli Mukhopadhyay -- Design for linear regression models with correlated errors / Hogler Dette, Andrey Pepelyshev, and Anatoly Zhigljavsky -- Section III Designs Accommodating Multiple Factors -- Regular fractional factorial designs / Robert Mee and Angela Dean -- Multistratum fractional factorial designs / Derek Bingham -- Nonregular factorial and supersaturated designs / Hongquam Xu -- Structures defined by factors / R.A. Bailey -- Algebraic method in experimental design / Hugo Maruri-Aguilar and Henry P. Wynn -- Section IV Optimal Design for Nonlinear and Spatial Models -- Optimal design for nonlinear and spatial models: introduction and historical overview / Douglas P. Wiens -- Designs for generalized linear models / Anthony C. Atkinson and David C. Woods -- Designs for selected nonlinear models / Stefanie Bierdermann and Min Yang -- Optimal design for spatial models / Zhengyuan Zhu and Evangelos Evangelou -- Section V Computer Experiments -- Design of computer experiments: introduction and background / Max D. Morris and Leslie M. Moore -- Latin hypercubes and space-filling designs / C. Devon Lin and Boxin Tang -- Design for sensitivity analysis / William Becker and Andrea Saltelli -- Expected improvement design / William I. Notz -- Section VI Cross-Cutting Issues -- Robustness of design / Douglas P. Wiens -- Algorithmic searches for optimal design / Abhyuday Mandal, Weng Kee Wong, and Yaming Yu -- Section VII Design for Contemporary Applications -- Design for discrete choice experiments / Heiko Grossmann and Rainer Schwabe -- Plate designs in high-throughput screening experiments for drug discovery / Xianggui Qu (Harvey) and Stanley Young -- Up-and-down designs for dose-finding / Nancy Flournoy and Assaf P. Oron -- Optimal design for event-related fMRI studies / Jason Ming-Hung Kao and John Stufken.
588 0 $aPrint version record.
546 $aEnglish.
650 0 $aExperimental design$vHandbooks, manuals, etc.
650 7 $aMATHEMATICS$xApplied.$2bisacsh
650 7 $aMATHEMATICS$xProbability & Statistics$xGeneral.$2bisacsh
650 7 $aExperimental design.$2fast$0(OCoLC)fst00918404
655 0 $aElectronic books.
655 4 $aElectronic books.
655 7 $aHandbooks and manuals.$2fast$0(OCoLC)fst01423877
700 1 $aDean, Angela,$eeditor.
700 1 $aMorris, Max,$d1950-$eeditor.
700 1 $aStufken, John,$eeditor.
700 1 $aBingham, Derek,$eeditor.
776 08 $iPrint version:$tHandbook of design and analysis of experiments.$dBoca Raton : CRC Press, Taylor & Francis Group, CRC Press is an imprint of the Taylor & Francis Group, an informa business, [2015]$z9781466504332$w(DLC) 2015458344$w(OCoLC)913918627
830 0 $aChapman & Hall/CRC handbooks of modern statistical methods.
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15106431$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS