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James Jaccard - Interaction Effects in Logistic Regression

Posted on 2010-07-27




Name:James Jaccard - Interaction Effects in Logistic Regression
ASIN/ISBN:0761922075
Publisher:Sage Publications
Publish Date:0761922075
Pages:70 pages
File size:5.22 Mb
Publisher: Sage Publications
Publish Date: 2001
ISBN: 0761922075
File Type: PDF
Pages: 70 pages
File Size: 5.22 MB
   James Jaccard - Interaction Effects in Logistic Regression

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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.

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.

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