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Statistica Sinica 8(1998), 571-587


THE EDGEWORTH EXPANSIONS AND SMOOTHED

BOOTSTRAP APPROXIMATION FOR THE

STUDENTIZED KAPLAN-MEIER ESTIMATOR


Qihua Wang and Zhongguo Zheng


Peking University


Abstract: In this paper, the asymptotic accuracies of the one-term Edgeworth expansions and the smoothed bootstrap approximation for the studentized Kaplan-Meier (KM) estimato r are investigated, respectively. It is shown that the Edgeworth expansions and the smoothed bootstrap approximation are asymptotically close to the exact distribution of the KM estimator with a remainder o(n-1/2) under some mild conditions. A simulation study has been used to compare the asymptotic performance of the Edgeworth expansion with that of smoothed bootstrap and unsmoothed bootstrap.



Key words and phrases: Asymptotic normality, asymptotic representation, asymptotic variance, Edgeworth expansion, Jackknife estimator, studentized Kaplan-Meier estimator.



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