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LOCAL ASYMPTOTIC PROPERTIES OF HAZARD RATE ESTIMATORS FOR TRUNCATED AND CENSORED DATA
Authors:SUN Liuquan  WU Guofu  WEI Xianhua
Abstract:Functional laws of the iterated logarithm are obtained for cumulative hazard processes in the neighborhood of a fixed point when the data are subject to left truncation and right censorship. On the basis of these results the exact rates of pointwise almost sure convergence for various types of kernel hazard rate estimators are derived.
Keywords:Truncated and censored data   hazard rate   kernel estimation nearest neighbor estimation   law of the iterated logarithm.
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