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Applied Logistic Regression Analysis
Paperback
Series: Quantitative Applications in the Social Sciences, Book 106
Medical ReferenceGeneral SociologyProbability & Statistics
ISBN13: 9780761922087
Publisher: Sage Publications, Inc
Published: Oct 9 2001
Pages: 128
Weight: 0.34
Height: 0.28 Width: 5.54 Depth: 8.42
Language: English
The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered. The book includes detailed discussions of goodness of fit, indices of predictive efficiency, and standardized logistic regression coefficients, and examples using SAS and SPSS are included.
- More detailed consideration of grouped as opposed to case-wise data throughout the book
- Updated discussion of the properties and appropriate use of goodness of fit measures, R-square analogues, and indices of predictive efficiency
- Discussion of the misuse of odds ratios to represent risk ratios, and of over-dispersion and under-dispersion for grouped data
Updated coverage of unordered and ordered polytomous logistic regression models.
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