Handbook of design and analysis of experiments. ([2015])

• Record Type: Book
• Further Information: Note: 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.
• Editors: Dean, Angela; Morris, Max, 1950-; Stufken, John; Bingham, Derek
• 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.
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (xix, 924 pages), illustrations
• Subjects: 519.5/7; Experimental design -- Handbooks, manuals, etc; MATHEMATICS / Applied; MATHEMATICS / Probability & Statistics / General; Analysis of variance; Educational statistics -- Handbooks, manuals, etc; Experimental design -- Handbooks, manuals, etc; Experimental design; Experimental design; Handbooks and manuals; Electronic books
• Languages: English
• ISBNs: 9781466504349
• Related ISBNs: 146650434X; 9781466504332; 1466504331
• Notes: Note: Includes bibliographical references.; Note: Description based on print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.