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Empirical likelihood confidence intervals for hazard and density functions under right censorship
Shen, Junshan ; He, Shuyuan
2008
关键词censored data density function empirical likelihood hazard function kernel smoothing SURVIVAL PROBABILITIES KERNEL DENSITY ESTIMATOR BANDS
英文摘要In this paper, we use smoothed empirical likelihood methods to construct confidence intervals for hazard and density functions under right censorship. Some empirical log-likelihood ratios for the hazard and density functions are obtained and their asymptotic limits are derived. Approximate confidence intervals based on these methods are constructed. Simulation studies are used to compare the empirical likelihood methods and the normal approximation methods in terms of coverage accuracy. It is found that the empirical likelihood methods provide better inference.; http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000258171700006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=8e1609b174ce4e31116a60747a720701 ; Statistics & Probability; SCI(E); EI; 3; ARTICLE; 3; 575-589; 60
语种英语
出处SCI ; EI
出版者annals of the institute of statistical mathematics
内容类型其他
源URL[http://hdl.handle.net/20.500.11897/158162]  
专题数学科学学院
推荐引用方式
GB/T 7714
Shen, Junshan,He, Shuyuan. Empirical likelihood confidence intervals for hazard and density functions under right censorship. 2008-01-01.
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