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Applied Ordinal Logistic Regression Using Stata


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Author:
Xing Liu
Publisher: Sage Publications
Copyright: 2016
ISBN-13: 978-1-4833-1975-9
Pages: 523; paperback
Price: $59.75
Author:
Xing Liu
Publisher: Sage Publications
Copyright: 2016
ISBN-13:
Pages: 523; eBook
Price: $0.00

Comment from the Stata technical group

Applied Ordinal Logistic Regression Using Stata by Xing Liu is an approachable introduction to ordinal logistic regression for students and applied researchers in education, the behavioral sciences, the social sciences, and related fields. This book is a practical guide to understanding and implementing a variety of models for ordinal data.

Liu first focuses on the use of Stata, including an overview of Stata's interface features, command syntax, and help system. Readers are also introduced to commands for data management, graphics, and basic statistics. Then the discussion turns to logistic regression for binary outcomes and ordinal logistic regression for ordered outcomes. Beyond this, Liu covers more advanced models such as generalized ordinal logit, continuation ratio, adjacent categories logit, stereotype logit, and multilevel ordinal logit models.

For each type of model, Liu provides worked examples and the corresponding Stata commands. For easy reference, each chapter concludes with the complete set of Stata commands necessary to reproduce all examples in the chapter.

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