Research Catalog

Title

Logistic regression models for ordinal response variables / Ann A. O'Connell.

Author

O'Connell, Ann A.

Publication

Thousand Oaks, Calif. : SAGE Publications, c2006.

Items in the Library & Off-site

Holdings

Details

Description

xi, 107 p.; 22 cm.

Summary

"Logistic Regression Models for Ordinal Response Variables provides applied researchers in the social, educational, and behavioral sciences with an accessible and comprehensive coverage of analyses for ordinal outcomes. The content builds on a review of logistic regression, and extends to details of the cumulative (proportional) odds, continuation ratio, and adjacent category models for ordinal data. Description and examples of partial proportional odds models are also provided. This book is highly readable, with lots of examples and in-depth explanations and interpretations of model characteristics. SPSS and SAS are used for all examples; data and syntax are available from the author's website. The examples are drawn from an educational context, but applications to other fields of inquiry are noted, such as HIV prevention, behavior change, counseling psychology, social psychology, etc.). The level of the book is set for applied researchers who need to quickly understand the use and application of these kinds of ordinal regression models."--pub. desc.

Series Statement

Quantitative applications in the social sciences ; series/number 07-146

Uniform Title

Quantitative applications in the social sciences ; no. 07-146.

Subject

• Logistic regression analysis
• Social sciences > Statistical methods
• Educational statistics
• Logistic Models
• Statistics as Topic
• Social Sciences > statistics & numerical data
• Aptitude Tests > statistics & numerical data

Bibliography (note)

• Includes bibliographical references (p. 100-103) and index.

Processing Action (note)

• committed to retain

Contents

1. Introduction -- 2. Context : early childhood longitudinal study -- 3. Background : logistic regression -- 4. The cumulative (proportional) odds model for ordinal outcomes -- 5. The continuation ratio model -- 6. The adjacent categories model -- 7. Conclusion.

ISBN

0761929894 (pbk.)

LCCN

^^2005013010

OCLC

60348900

Owning Institutions

Harvard Library