By James W. Hardin,Joseph M. Hilbe
Generalized Estimating Equations presents the 1st whole remedy of GEE technique in all of its adaptations. After introducing the topic and reviewing GLM, the authors study the several sorts of generalized estimating equations and examine them with different equipment, resembling fastened and random results versions. The remedy then strikes to residual research and goodness of healthy, demonstrating the various graphical and statistical innovations acceptable to GEE analysis.
With its cautious stability of origins, functions, relationships, and interpretation, this ebook deals a different chance to achieve an entire figuring out of GEE equipment, from their foundations to their implementation. whereas both worthy to theorists, it contains the mathematical and algorithmic aspect researchers have to positioned GEE into practice.
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