A local linear estimation of conditional hazard function in censored data

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• 作者：Choongrak Kim ; Minkyung Oh ; Seong J. Yang ; Hyemi Choi
• 关键词：Bandwidth ; Kaplan– ; Meier estimator ; Kernel smoothing ; Local linear estimation
• 刊名：Journal of the Korean Statistical Society
• 出版年：2010
• 出版时间：September 2010
• 年：2010
• 卷：39
• 期：3
• 页码：347-355
• 全文大小：375 K

文摘

A local linear estimator of the conditional hazard function in censored data is proposed. The estimator suggested in this paper is motivated by the ideas of Fan, Yao, and Tong (1996) and Kim, Bae, Choi, and Park (2005). The asymptotic distribution of the proposed estimator is derived, and some numerical results are also provided.