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Local Influence for Generalized Linear Models with Missing Covariates

✍ Scribed by Xiaoyan Shi; Hongtu Zhu; Joseph G. Ibrahim

Book ID
109224107
Publisher
John Wiley and Sons
Year
2009
Tongue
English
Weight
352 KB
Volume
65
Category
Article
ISSN
0006-341X

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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