Title Handbook of design and analysis of experiments / edited 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

Published Boca Raton : CRC Press, [2015] ©20 ©2015

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Description 1 online resource (xix, 924 pages) : illustrations Series Chapman & Hall/CRC handbooks of modern statistical methods Chapman & Hall/CRC handbooks of modern statistical methods. Contents Section 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 Summary Handbook 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 Bibliography Includes bibliographical references Notes English Print version record Subject Experimental design -- Handbooks, manuals, etc MATHEMATICS -- Applied. MATHEMATICS -- Probability & Statistics -- General. Experimental design Genre/Form Electronic books handbooks. Handbooks and manuals Handbooks and manuals. Guides et manuels. Form Electronic book Author Dean, Angela, editor. Morris, Max, 1950- editor. Stufken, John, editor. Bingham, Derek, editor. LC no. 2015458344 ISBN 9781466504349 146650434X 0429096348 9780429096341

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