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目前显示的是标签为“Kernel Estimation”的博文

Hazard Rate Function Estimation Using Weibull Kernel

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=50252#.VDNPhFfHRK0 Author(s)   Raid B. Salha 1 , Hazem I. El Shekh Ahmed 2 , Iyad M. Alhoubi 3 Affiliation(s) 1 Department of Mathematics, The Islamic University of Gaza, Gaza, Palestine . 2 Department of Mathematics, Al Quds Open University, Gaza, Palestine . 3 Academic Department, University College of Science and Technology, Gaza, Palestine . ABSTRACT 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, th...