English, Article, Journal or magazine article edition: Fitting Generalized Estimating Equation (GEE) Regression Models in Stata Nicholas Horton

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Bookmark: http://trove.nla.gov.au/version/101698
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • Fitting Generalized Estimating Equation (GEE) Regression Models in Stata
Author
  • Nicholas Horton
Physical Description
  • preprint
Notes
  • Researchers are often interested in analyzing data which arise from a longitudinal or clustered design. While there are a variety of standard likelihood-based approaches to analysis when the outcome variables are approximately multivariate normal, models for discrete-type outcomes generally require a different approach. Liang and Zeger formalized an approach to this problem using Generalized Estimating Equations (GEEs) to extend Generalized Linear Models (GLMs) to a regression setting with correlated observations within subjects. In this talk, I will briefly review the GEE methodology, introduce some examples, and provide a tutorial on how to fit models using "xtgee" in Stata.
  • RePEc:boc:asug01:1.1
Language
  • English
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