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Hazard Rate Function Estimation Using Weibull Kernel 被引量:1
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作者 raid b. salha Hazem I. El Shekh Ahmed Iyad M. Alhoubi 《Open Journal of Statistics》 2014年第8期650-661,共12页
In this paper, we define the Weibull kernel and use it to nonparametric estimation of the probability density function (pdf) and the hazard rate function for independent and identically distributed (iid) data. The bia... In this paper, we define the Weibull kernel and use it to nonparametric estimation of the probability density function (pdf) and the hazard rate function for independent and identically distributed (iid) data. The bias, variance and the optimal bandwidth of the proposed estimator are investigated. Moreover, the asymptotic normality of the proposed estimator is investigated. The performance of the proposed estimator is tested using simulation study and real data. 展开更多
关键词 Weibull KERNEL HAZARD RATE FUNCTION KERNEL Estimation ASYMPTOTIC NORMALITY
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