Applied Logistic Regression Analysis

Nonfiction, Reference & Language, Reference, Research, Social & Cultural Studies, Social Science
Cover of the book Applied Logistic Regression Analysis by Dr. Scott Menard, SAGE Publications
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Author: Dr. Scott Menard ISBN: 9781544332581
Publisher: SAGE Publications Publication: October 9, 2001
Imprint: SAGE Publications, Inc Language: English
Author: Dr. Scott Menard
ISBN: 9781544332581
Publisher: SAGE Publications
Publication: October 9, 2001
Imprint: SAGE Publications, Inc
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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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.

Updated coverage of unordered and ordered polytomous logistic regression models. 

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