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A Bias-Corrected Kaplan-Meier Estimator
2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM), 2020The Kaplan-Meier estimator (KME) is a classical non-parametric reliability estimator for incomplete data; and it underestimates the reliability. Few estimators have been developed to correct its bias. This paper aims to fill this gap by proposing a bias-corrected estimator.
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Efficiency Loss with the Kaplan-Meier Estimator.
1985Abstract : We consider the proportional hazards model where the distribution G of the censoring random variable is related to the distribution F of the lifetime random variable via (1 - G)=(1 - F) to the beta power. Nonparametric estimators of F are developed for the case where beta is unknown and the case where beta is known.
James Sconing +2 more
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-deficiency of the Kaplan–Meier estimator
Statistics & Probability Letters, 2003Mohamed Lemdani, Elias Ould-Saı̈d
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Kaplan–Meier Statistics to Estimate Treatment Success
Journal of Neuro-Ophthalmology, 2022openaire +2 more sources
The jackknife estimate of variance of a Kaplan-Meier integral
Annals of Statistics, 1996Winfried Stute
exaly
Competing risk bias in Kaplan–Meier risk estimates can be corrected
Journal of Clinical Epidemiology, 2016Steven Hawken
exaly
Extension of Kaplan-Meier Methods in Observational Studies with Time-Varying Treatment
Value in Health, 2012Stanley Xu +2 more
exaly

