Analysis of Messy Data, Volume III: Analysis of Covariance: 3 - Hardcover

Milliken, George A.; Johnson, Dallas E.

Hardcover

ISBN 10: 158488083X ISBN 13: 9781584880837

Publisher: Chapman and Hall/CRC, 2001

Synopsis

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.

About this title

About the Author

George A. Milliken, Dallas E. Johnson

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2001
• Language: English
• ISBN 10: 158488083X
• ISBN 13: 9781584880837
• Binding: Hardcover
• Edition number: 1
• Number of pages: 622