Design and Analysis of Experiments

Design and Analysis of Experiments

Volume 3, Special Designs and Applications

eBook - 2012
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Provides timely applications, modifications, and extensions ofexperimental designs for a variety of disciplines

Design and Analysis of Experiments, Volume 3: Special Designsand Applications continues building upon the philosophicalfoundations of experimental design by providing important, modernapplications of experimental design to the many fields that utilizethem. The book also presents optimal and efficient designs forpractice and covers key topics in current statistical research.

Featuring contributions from leading researchers and academics,the book demonstrates how the presented concepts are used acrossvarious fields from genetics and medicinal and pharmaceuticalresearch to manufacturing, engineering, and national security. Eachchapter includes an introduction followed by the historicalbackground as well as in-depth procedures that aid in theconstruction and analysis of the discussed designs. Topicalcoverage includes:

Genetic cross experiments, microarray experiments, and varietytrials

Clinical trials, group-sequential designs, and adaptivedesigns

Fractional factorial and search, choice, and optimal designs forgeneralized linear models

Computer experiments with applications to homeland security

Robust parameter designs and split-plot type response surfacedesigns

Analysis of directional data experiments

Throughout the book, illustrative and numerical examples utilizeSAS®, JMP®, and R software programs to demonstrate thediscussed techniques. Related data sets and software applicationsare available on the book's related FTP site.

Design and Analysis of Experiments, Volume 3 is an idealtextbook for graduate courses in experimental design and alsoserves as a practical, hands-on reference for statisticians andresearchers across a wide array of subject areas, includingbiological sciences, engineering, medicine, and business.

Publisher: Hoboken, NJ : Wiley-Interscience, 2012.
ISBN: 9780470530689
9781118147665
Characteristics: 1 online resource (xxvii, 555 pages) : illustrations.
Additional Contributors: Hinkelmann, Klaus 1932-
ebrary, Inc

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