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Nonparametric Estimation of Mean Residual Life Function under Random Censorship
손중권(Joong Kweon Sohn),이상복(Sang Bock Lee),박병구(Byung Gu Park),윤용화(Yong Hwa Yoon) 한국데이터정보과학회 1992 한국데이터정보과학회지 Vol.3 No.2
In the survival analysis the problem of estimating mean residual life function(MRLF) under random censoring is very important. In this paper we propose and study a nonparametric estimator of MRLF, which is a functional form based on the estimator of the survival function due to Susarla and Van Ryzin(1980). The proposed estimator is shown to be better than some other estimators in terms of mean square errors for the exponential and Weibull cases via Monte Carlo simulation studies.