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  • 1. Sara, Leulmi
    Nonparametric local linear regression estimation for censored data and functional regressors2020In: Journal of the Korean Statistical Society, ISSN 1226-3192, E-ISSN 2005-2863Article in journal (Refereed)
    Abstract [en]

    In this work, we introduce a local linear nonparametric estimation of the regression function of a censored scalar response random variable, given a functional random covariate. Under standard conditions, we establish the pointwise and the uniform almost-complete convergences, with rates, of the proposed estimator. Then, we carry out a simulation study and a real data analysis in order to compare the performances of our methodology with those of the kernel method.

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