Logistic Regression: A Self-learning Text, Third Edition (Statistics in the Health Sciences)

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Introduction In this chapter, we present examples of GEE models
applied to three datasets containing correlated responses.
The examples demonstrate how to obtain odds ratios, con-
struct confidence intervals, and perform statistical tests on
the regression coefficients. The examples also illustrate the
effect of selecting different correlation structures for a
GEE model applied to the same data, and compare the
results from the GEE approach with a standard logistic
regression approach in which the correlation between
responses is ignored.


Abbreviated
Outline


The outline below gives the user a preview of the material
to be covered by the presentation. A detailed outline for
review purposes follows the presentation.

I. Overview (page 542)
II. Example I: Infant Care Study (pages 542–550)
III. Example II: Aspirin–Heart Bypass Study (pages
551–555)
IV. Example III: Heartburn Relief Study (pages
555–557)
V. Summary (page 557)

540 15. GEE Examples

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