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Analysis of Ordinal Categorical Data
Analysis of Ordinal Categorical Data Alan Agresti 0470082895 9780470082898 Praise for the First Edition:The author has a fluent, easy-to-read style, and well-chosen interesting material to present and illustrate the ideas to the newcomer and the old
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Analysis of Ordinal Categorical Data by Alan Agresti

Praise for the First Edition:The author has a fluent, easy-to-read style, and well-chosen interesting material to present and illustrate the ideas to the newcomer and the old hand alike.-Journal of the Royal Statistical SocietyCategorical data having ordered categories are common in practice, especially in applications throughout the biomedical and social sciences. Thoroughly updated to reflect developments since the publication of its predecessor, Analysis of Ordinal Categorical Data, Second Edition presents a comprehensive survey of methods for analyzing ordinal categorical data, complete with coverage of the most recent research.The author highlights various modeling techniques, including cumulative logit models with and without proportional odds structure, adjacent-categories logit and continuation-ratio logit models, stereotype models, association models for ordinal odds ratios, and models for clustered ordinal data. Additional features of this Second Edition include:A new chapter on marginal models for multivariate ordinal responses, using maximum likelihood and generalized estimating equations for model fittingA new chapter on random effects models for clustered ordinal dataA new chapter on Bayesian approaches for analyzing ordinal dataModels and order-restricted inference methods for various types of ordinal odds ratios, including local odds ratios, cumulative odds ratios, and global odds ratiosPresentation of non-model-based methods, such as nonparametric rank methods that also apply to ordered categorical dataEach chapter concludes with notes on relevant research literature as well as exercises that allow readers to test their comprehension of the presented concepts. A detailed appendix discusses the use of the latest software such as SASr, R, SPSSr, and Statar, and the book??s related Web site provides further instructions for the use of these software packages along with complete data sets.Analysis of Ordinal Categorical Data, Second Edition is an excellent book for courses on categorical data analysis at the upper-undergraduate and graduate levels. It is also an invaluable resource for researchers and practitioners who conduct data analysis in the areas of public health, business, medicine, and the social and behavioral sciences.

Author: Alan Agresti

Language: English

Edition: 2

Binding: Hardcover

Publisher: Wiley

Publication Date: 2010-04-19

Our Price: $161.09

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Alan Agresti (Edition: 2) Hardcover