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Improving estimation efficiency for regression with MNAR covariates

Improving estimation efficiency for regression with MNAR covariates

Abstract For regression with covariates missing not at random where the missingness depends on the missing covariate values, completeā€case (CC) analysis leads to consistent estimation when the missingness is independent of the response given all covariates, but it may not have the desired level of efficiency. We propose a general ā€¦