Interaction Effects in Logistic Regression
Series: Quantitative Applications in the Social Sciences; 135;
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Product details:
- Edition number 1
- Publisher SAGE Publications, Inc
- Date of Publication 27 March 2001
- ISBN 9780761922070
- Binding Paperback
- No. of pages80 pages
- Size 215x139 mm
- Language English 0
Categories
Short description:
Oriented toward the applied researcher with a basic background in multiple regression and logistic regression, this book shows readers the general strategies for testing interactions in logistic regression as well as providing the tools to interpret and understand the meaning of coefficients in equations with product terms. Using completely worked-out examples, the author focuses on the interpretation of the coefficients of interactive logistic models for a wide range of scenarios encountered in the research literature. In addition, the author avoids complex formulas in favor of simple computer-based heuristics that permit the simple calculation of parameter estimates and estimated standard errors that will typically be of interest to applied researchers.
MoreLong description:
This book provides an introduction to the analysis of interaction effects in logistic regression by focusing on the interpretation of the coefficients of interactive logistic models for a wide range of situations encountered in the research literature. The volume is oriented toward the applied researcher with a rudimentary background in multiple regression and logistic regression and does not include complex formulas that could be intimidating to the applied researcher.
Table of Contents:
Introduction
Interactions between Qualitative Predictors
Interactions between Qualitative and Quantitative/Continuous Predictors
Interactions between Quantitative/Continuous Predictors
Multicategory Models
Additional Considerations
Dealing with Complexity: An Introduction to the Theory and Application of Systems Science
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