A nested semiparametric method for case‐control study with missingness
Ge Zhao,
Yanyuan Ma,
Jill Schnall Hasler
et al.
Abstract:We propose a nested semiparametric model to analyze a case‐control study where genuine case status is missing for some individuals. The concept of a noncase is introduced to allow for the imputation of the missing genuine cases. The odds ratio parameter of the genuine cases compared to controls is of interest. The imputation procedure predicts the probability of being a genuine case compared to a noncase semiparametrically in a dimension reduction fashion. This procedure is flexible, and vastly generalizes the… Show more
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