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Analysis of Messy Data, Volume III: Analysis of Covariance (Analysis of Messy Data)
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Binding: Hardcover
Dewey Decimal Number: 519.5352
EAN: 9781584880837
Edition: 1
ISBN: 158488083X
Label: Chapman & Hall/CRC
Manufacturer: Chapman & Hall/CRC
Number Of Items: 1
Number Of Pages: 624
Publication Date: August 29, 2001
Publisher: Chapman & Hall/CRC
Studio: Chapman & Hall/CRC
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Editorial Review:
Analysis of covariance is a very useful but often misunderstood methodology for analyzing data where important characteristics of the experimental units are measured but not included as factors in the design. Analysis of Messy Data, Volume 3: Analysis of Covariance takes the unique approach of treating the analysis of covariance problem by looking at a set of regression models, one for each of the treatments or treatment combinations. Using this strategy, analysts can use their knowledge of regression analysis and analysis of variance to help attack the problem. The authors describe the strategy for one- and two-way treatment structures with one and multiple covariates in a completely randomized design structure. They present new methods for comparing models and sets of parameters, including beta-hat models. They carefully investigate the effect of blocking, explore mixed models, and present a new methodology for using covariates to analyze data from nonreplicated experiments. Analysis of covariance provides an invaluable set of strategies for analyzing data. With its careful balance of theory and examples, Analysis of Messy Data: Volume 3 provides a unique and outstanding guide to the strategy's techniques, theory, and application.
Customer Reviews
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Rating: - messy data when covariates are involved
This is the third and final volune in the authors' series of books on the analysis of messy data, Although most series of texts of two or three volume length are with the same publisher this series is actually with three publishers. The first volume was published by Wadsworth's Lifetime Learning Publications, the second by Van Nostrand Reinhold and the third by Chapman and Hall.
This volume is very similar to volume I in content and length. It deals with the tricky problem of hsnding ... Read More
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