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Diagnostic Measures for Generalized Linear Models with Missing Covariates

โœ Scribed by HONGTU ZHU; JOSEPH G. IBRAHIM; XIAOYAN SHI


Book ID
111008936
Publisher
John Wiley and Sons
Year
2009
Tongue
English
Weight
575 KB
Volume
36
Category
Article
ISSN
0303-6898

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We propose a likelihood method for estimating parameters in generalized linear models with missing covariates and a non-ignorable missing data mechanism. In this paper, we focus on one missing covariate. We use a logistic model for the probability that the covariate is missing, and allow this probab