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Nonparametric estimation of the survival function from censored data based on relative risk function
Authors:AA Abdushukurov
Institution:Faculty of Mechanics and Mathematics Department of Probability Theory and Mathematical Statistics , Tashkent State University , Tashkent, 700095, Uzbekistan
Abstract:We present a nonparametric estimator for distribution function under random censorship from the right. Our approach is based on estimating the relative risk function, and the resulting estimator is closely related with the Kaplan-Meier’s product-limit and Breslow’s exponential hazard estimators. We also consider the general proportional hazards model when the competing risks are variable censored from the left.
Keywords:Random censorship  productlimit  exponential hazard  relative risk  proportional hazards  competing risks
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