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Other Approaches for Analysis of Correlated Data

  • David G. Kleinbaum
  • Mitchel Klein
Chapter
Part of the Statistics for Biology and Health book series (SBH)

Abstract

In this chapter, the discussion of methods to analyze outcome variables that have dichotomous correlated responses is expanded to include approaches other than GEE. Three other analytic approaches are discussed. These include the alternating logistic regressions algorithm, conditional logistic regression, and the generalized linear mixed model approach.

Keywords

Generalize Linear Mixed Model Correlate Data Conditional Logistic Regression Marginal Model Conditional Logistic Regres Model 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media, LLC 2010

Authors and Affiliations

  1. 1.Department of EpidemiologyEmory University Rollins School of Public HealthAtlantaUSA

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