For the GEE (9.15) with R(????) = I, show that the equations simplify to (1????) n i=1
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For the GEE (9.15) with R(????) = I, show that the equations simplify to
(1∕????)
∑n i=1 XT i ????i(yi − ????i) = 0, where ????i is the diagonal matrix with elements ????????ij∕????????ij on the main diagonal for j = 1,…,
d, for natural parameter ????ij and linear predictor ????ij. Show that
????̂ is then the same as the ordinary ML estimator for a GLM with the chosen link function and variance function, treating (yi1,…, yid) as independent observations.
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Related Book For
Foundations Of Linear And Generalized Linear Models
ISBN: 9781118730034
1st Edition
Authors: Alan Agresti
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