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Generalized Estimating Equations

James W. Hardin and Joseph M. Hilbe
Publisher: 
Chapman & Hall/CRC
Publication Date: 
2013
Number of Pages: 
261
Format: 
Hardcover
Edition: 
2
Price: 
89.95
ISBN: 
9781439881132
Category: 
Monograph
We do not plan to review this book.

Introduction
Notational Conventions and Acronyms
A Short Review of Generalized Linear Models
Software
Exercises

Model Construction and Estimating Equations
Independent Data
Estimating the Variance of the Estimates
Panel Data
Estimation
Summary
Exercises
R code for Selected Output

Generalized Estimating Equations
Population-Averaged (PA) and Subject-Specific (SS) Models
The PA-GEE for GLMs
The SS-GEE for GLMs
The GEE2 for GLMs
GEEs for Extensions of GLMs
Further Developments and Applications
Missing Data
Choosing an Appropriate Model
Summary
Exercises
R Code for Selected Output

Residuals, Diagnostics, and Testing
Criterion Measures
Analysis of Residuals
Deletion Diagnostics
Goodness of Fit (Population-Averaged Models)
Testing Coefficients in the PA-GEE Model
Assessing the MCAR Assumption of PA-GEE Models
Summary
Exercises

Programs and Datasets
Programs
Datasets

 

References

Author Index

Subject Index

Dummy View - NOT TO BE DELETED