QUADRATIC ERROR OF THE ESTIMATION OF THE HAZARD FUNCTION CONDITIONAL IN NONPARAMETRIC FUNCTIONAL MODEL

Authors : Naouel BELKHİR, Abbes RABHİ, Sara SOLTANİ

Pages : 1-14

View : 18 | Download : 7

Publication Date : 2015-03-01

Article Type : Research Paper

Abstract :This paper deals with a scalar response conditioned by a functional random variable. The maingoal is to estimate nonparametrically Kernel type estimator for the conditional hazard function. Finally,asymptotic properties of this estimator are stated bias the exact expression involved in the leading terms ofthe quadratic error
Keywords : Functional data, Kernel conditional hazard function, Kernel estimation, NonparametricEstimation, Probabilities of small balls