Applied Logistic Regression Analysis
eBook - ePub

Applied Logistic Regression Analysis

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Applied Logistic Regression Analysis

About this book

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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Yes, you can access Applied Logistic Regression Analysis by Scott Menard in PDF and/or ePUB format, as well as other popular books in Social Sciences & Social Science Research & Methodology. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover page
  2. Title
  3. Copyright
  4. Contents
  5. Series Editor’s Introduction
  6. Author’s Introduction to the Second Edition
  7. 1. Linear Regression and the Logistic Regression Model
  8. 2. Summary Statistics for Evaluating the Logistic Regression Model
  9. 3. Interpreting the Logistic Regression Coefficients
  10. 4. An Introduction to Logistic Regression Diagnostics
  11. 5. Polytomous Logistic Regression and Alternatives to Logistic Regression
  12. Notes
  13. Appendix: Probabilities
  14. References
  15. About the Author