在特定随机审查下的分布估计

W. Lu
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引用次数: 0

摘要

让X_1;X_2,…,X_N是iid个随机变量,其分布函数为F,并被Y_1, Y_2,…,Y_N截断。我们只能观察到(Z_t δ_t), i= 1,2,…,n和δ_i,i= n+1,…,n,其中这个模型是由Suzuki, k(1985)提出的,他讨论了X_t是一个离散随机变量取有限值的情况。本文讨论了X_t具有连续分布函数F的情况,给出了F的一个估计量F,并证明了N~(1/2)(F(t)-F(t))收敛于一个Gussion过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
THE ESTIMATION OF DISTRIBUTIONS UNDER A PARTICULAR RANDOM CENSORING
Let X_1; X_2,…,X_N be i.i.d. random variables with distribution function F and censored by Y_1 Y_2…, Y_N. We can only observe (Z_t δ_t), i=1, 2,…, n and δ_i,i= n+1,…, N, where This model was proposed by Suzuki, K. (1985) and he discussed the case tnat X_t is a discrete random variable taking finite values. In this paper we discuss the case that X_t has a continuous distribution function F. We propose a estimator F of F and prove that N~(1/2)(F(t)-F(t)) converges to a Gussion process.
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