Analysis of messy data
by George A. Milliken, George A., PH.D. Milliken, and Dallas E. Johnson
This book helps applied statisticians and researchers analyze the kinds of data sets encountered in the real world. Written by two long-time researchers and professors, this second edition has been fully updated to reflect the many developments that have occurred since the original publication. The book explores various techniques for multiple comparison procedures, random effects models, mixed models, split-plot experiments, and repeated measures designs. The authors implement the techniques using several statistical software packages and emphasize the distinction between design structure and the structure of treatments. They introduce each topic with examples, follow up with a theoretical discussion, and conclude with a case study. Bringing a classic work up to date, this edition will continue to show readers how to effectively analyze real-world, nonstandard data sets.
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Analysis of Messy Data Volume 1: Designed Experiments, Second Edition
July 26, 2004, Chapman & Hall/CRC
Hardcover
in English
- 2 edition
1584883340 9781584883340
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Analysis of Messy Data Vol II
June 1997, Lifetime Learning Publications
in English
0442244088 9780442244088
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Analysis of Messy Data Volume I: Designed Experiments
February 1997, Wadsworth Publishing Company
Hardcover
in English
053402713X 9780534027131
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Includes bibliographical references and index.
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