The multiple imputations based Kaplan-Meier estimator

Sundarraman Subramanian

Statistics & Probability Letters, 2009, vol. 79, issue 18, 1906-1914

Abstract: We derive the asymptotic distribution of the multiple imputations-based Kaplan-Meier estimator from right censored data with missing censoring indicators. We perform theoretical and numerical comparison studies with a competing semiparametric survival function estimator. We also carry out numerical studies to assess the performance of the proposed estimator when there is model misspecification.

Date: 2009
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