• Integrated Square Error of Hazard Rate Estimation for Survival Data with Missing Censoring Indicators

    1 month ago - By Springer

    Abstract
    The problem of hazard rate estimation under right-censored assumption has been investigated extensively. Integrated square error of estimation is one of the most widely accepted measurements of the global performance for nonparametric kernel estimation. But there are no results available for ISE of hazard rate estimation under right-censored model with censoring indicators missing at random so far. This paper constructs an imputation estimator of the hazard rate function and establish asymptotic normality of the ISE for the kernel hazard rate estimator with censoring indicators...
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