Question: 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
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.
Step by Step Solution
There are 3 Steps involved in it
1 Expert Approved Answer
Step: 1 Unlock
Question Has Been Solved by an Expert!
Get step-by-step solutions from verified subject matter experts
Step: 2 Unlock
Step: 3 Unlock
