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The multiple imputations based Kaplan-Meier estimator

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Author Info
Subramanian, Sundarraman
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.

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Article provided by Elsevier in its journal Statistics & Probability Letters.

Volume (Year): 79 (2009)
Issue (Month): 18 (September)
Pages: 1906-1914
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Handle: RePEc:eee:stapro:v:79:y:2009:i:18:p:1906-1914

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This page was last updated on 2009-12-30.

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