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.
Original language | English (US) |
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Pages (from-to) | 1906-1914 |
Number of pages | 9 |
Journal | Statistics and Probability Letters |
Volume | 79 |
Issue number | 18 |
DOIs | |
State | Published - Sep 15 2009 |
All Science Journal Classification (ASJC) codes
- Statistics and Probability
- Statistics, Probability and Uncertainty