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A Comprehensive Guide to Factorial Two-Level Experimentation Robert Mee

A Comprehensive Guide to Factorial Two-Level Experimentation By Robert Mee

A Comprehensive Guide to Factorial Two-Level Experimentation by Robert Mee


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Summary

With applications in virtually every quantitative field, the statistical design of experiments is a useful skill. Practitioners wanting to expand their repertoire will find this book a helpful guide, while examples from many fields give the book broad appeal.

A Comprehensive Guide to Factorial Two-Level Experimentation Summary

A Comprehensive Guide to Factorial Two-Level Experimentation by Robert Mee

This book contains the most comprehensive coverage available anywhere for two-level factorial designs.

The re-analysis of 50 published examples serves as a how-to guide for analysis of the many types of full factorial and fractional factorial designs.

By focusing on two-level designs, this book is accessible to a wide audience of practitioners who use planned experiments.

A Comprehensive Guide to Factorial Two-Level Experimentation Reviews

From the reviews:

Robert Mee's new work on two-level factorial designs is an unusually good statistics book, which should be bought and read by anyone with even a passing interest in the subject. This book covers almost everything users of two-level factorial designs need to know. Experimenters, statistical consultants, and researchers will all learn a lot and find plenty of new ideas to think about. ...Careful thought has been given to how to describe every single topic. The result is a book that deserves to become a classic. (Biometrics)

Mee's new book is ... a comprehensive guide to factorial two-level experimentation. ... I believe this book will help nonstatisticians and statisticians ... plan and analyze factorial experiments correctly. The breadth, depth, and clarity of this book make it a valuable asset for anyone using two-level of factorial designs. The large number of examples ... adds much to the book's utility. ... Overall, this is an excellent reference book ... . it should be in the library of anyone who uses two-level factorial designs. (Lewis VanBrackle, Technometrics, Vol. 52 (4), November, 2010)

Table of Contents

Full Factorial Designs.- to Full Factorial Designs with Two-Level Factors.- Analysis of Full Factorial Experiments.- Common Randomization Restrictions.- More Full Factorial Design Examples.- Fractional Factorial Designs.- Fractional Factorial Designs: The Basics.- Fractional Factorial Designs for Estimating Main Effects.- Designs for Estimating Main Effects and Some Two-Factor Interactions.- Resolution V Fractional Factorial Designs.- Augmenting Fractional Factorial Designs.- Fractional Factorial Designs with Randomization Restrictions.- More Fractional Factorial Design Examples.- Additional Topics.- Response Surface Methods and Second-Order Designs.- Special Topics Regarding the Design.- Special Topics Regarding the Analysis.- Appendices and Tables.- Upper Percentiles of t Distributions, t.- Upper Percentiles of F Distributions, F.- Upper Percentiles for Lenth t Statistics, and.- Computing Upper Percentiles for Maximum Studentized Residual.- Orthogonal Blocking for Full 2 Factorial Designs.- Column Labels of Generators for Regular Fractional Factorial Designs.- Tables of Minimum Aberration Regular Fractional Factorial Designs.- Minimum Aberration Blocking Schemes for Fractional Factorial Designs.- Alias Matrix Derivation.- Distinguishing Among Fractional Factorial Designs.

Additional information

NPB9780387891026
9780387891026
0387891021
A Comprehensive Guide to Factorial Two-Level Experimentation by Robert Mee
New
Hardback
Springer-Verlag New York Inc.
2009-07-01
545
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - A Comprehensive Guide to Factorial Two-Level Experimentation