Chapter 5. Assessing the Fit of the Model

  1. David W. Hosmer1,
  2. Stanley Lemeshow2

Published Online: 28 JAN 2005

DOI: 10.1002/0471722146.ch5

Book Title

Applied Logistic Regression, Second Edition

Applied Logistic Regression, Second Edition

Additional Information

How to Cite

Hosmer, D. W. and Lemeshow, S. (2005) Assessing the Fit of the Model, in Applied Logistic Regression, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471722146.ch5

Author Information

  1. 1

    University of Massachusetts Amherst, Massachusetts, USA

  2. 2

    The Ohio State University, Columbus, Ohio, USA

Publication History

  1. Published Online: 28 JAN 2005
  2. Published Print: 13 SEP 2000

Book Series:

  1. Wiley Series in Probability and Statistics Texts and References Section

Book Series Editors:

  1. Walter A. Shewhart,
  2. Samuel S. Wilks

ISBN Information

Print ISBN: 9780471356325

Online ISBN: 9780471722144

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CHAPTER TOOLS

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Keywords:

  • goodness-of-fit;
  • covariate pattern;
  • m-symptotics

Summary

  • Introduction

  • Summary Measures of Goodness-of-Fit

  • Logistic Regression Diagnostics

  • Assessment of Fit via External Validation

  • Interpretation and Presentation of the Results from a Fitted Logistic Regression Model

  • Exercises

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