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Title:

Handbook of design and analysis of experiments / edited by Angela Dean, Max Morris, John Stufken, Derek Bingham.

Publisher:

Chapman & Hall Crc,

Copyright Date:

2015

Description:

xix, 940 pages : illustrations ; 26 cm.

Subject:

Experimental design--Handbooks, manuals, etc.

Other Authors:

Dean, Angela (Angela M.)
Morris, Max, 1950-
Stufken, John.
Bingham, Derek.

Notes:

Includes bibliographical references and index.

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 / Andr©♭ 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.

Series:

Chapman & Hall/CRC handbooks of modern statistical methods.

ISBN:

9781466504332
1466504331

OCLC:

(OCoLC)913918627

Locations:

USUX851 -- Iowa State University - Parks Library (Ames)