Logistic Regression Models for Ordinal Response Variables

ISBN-10: 0761929894

ISBN-13: 9780761929895

Edition: 2006

Authors: Ann A. O'Connell

List price: $22.00 Buy it from $16.65
30 day, 100% satisfaction guarantee

If an item you ordered from TextbookRush does not meet your expectations due to an error on our part, simply fill out a return request and then return it by mail within 30 days of ordering it for a full refund of item cost.

Learn more about our returns policy


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.
Used Starting from $16.65
New Starting from $25.43
what's this?
Rush Rewards U
Members Receive:
You have reached 400 XP and carrot coins. That is the daily max!
Study Briefs

Limited time offer: Get the first one free! (?)

All the information you need in one place! Each Study Brief is a summary of one specific subject; facts, figures, and explanations to help you learn faster.

Customers also bought

Book details

List price: $22.00
Copyright year: 2006
Publisher: SAGE Publications, Incorporated
Publication date: 11/2/2005
Binding: Paperback
Pages: 120
Size: 5.50" wide x 8.50" long x 0.25" tall
Weight: 0.286
Language: English

List of Tables and Figures
Series Editor's Introduction
Purpose of This Book
Software and Syntax
Organization of the Chapters
Context: Early Childhood Longitudinal Study
Overview of the Early Childhood Longitudinal Study
Practical Relevance of Ordinal Outcomes
Variables in the Models
Background: Logistic Regression
Overview of Logistic Regression
Assessing Model Fit
Interpreting the Model
Measures of Association
Logistic Regression
Comparing Results Across Statistical Programs
The Cumulative (Proportional) Odds Model for Ordinal Outcomes
Overview of the Cumulative Odds Model
Cumulative Odds Model With a Single Explanatory Variable
Full-Model Analysis of Cumulative Odds
Assumption of Proportional Odds and Linearity in the Logit
Alternatives to the Cumulative Odds Model
Partial Proportional Odds
The Continuation Ratio Model
Overview of the Continuation Ratio Model
Link Functions
Probabilities of Interest
Directionality of Responses and Formation of the Continuation Ratios
Continuation Ratio Model With Logit Link and Restructuring the Data
Continuation Ratio Model With Complementary Log-Log Link
Choice of Link and Equivalence of Two Clog-Log Models
Choice of Approach for Continuation Ratio Models
Example 5.3
The Adjacent Categories Model
Overview of the Adjacent Categories Model
Gender-Only Model
Adjacent Categories Model With Two Explanatory Variables
Full Adjacent Categories Model Analysis
Considerations for Further Study
Chapter 3
Chapter 4
Chapter 5
Chapter 6
About the Author
Free shipping on orders over $35*

*A minimum purchase of $35 is required. Shipping is provided via FedEx SmartPost® and FedEx Express Saver®. Average delivery time is 1 – 5 business days, but is not guaranteed in that timeframe. Also allow 1 - 2 days for processing. Free shipping is eligible only in the continental United States and excludes Hawaii, Alaska and Puerto Rico. FedEx service marks used by permission."Marketplace" orders are not eligible for free or discounted shipping.

Learn more about the TextbookRush Marketplace.