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Local linear estimate of the point at high risk: Spatial functional data case

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Abstract The purpose of the present paper is to investigate by the local linear method a nonparametric estimator of the point at high risk of scalar response variable given a… Click to show full abstract

Abstract The purpose of the present paper is to investigate by the local linear method a nonparametric estimator of the point at high risk of scalar response variable given a functional variable when the observations are spatially dependent. The main goal is to establish the almost complete convergence with rate of this estimator under some general conditions. A practical example on the climatological data shows the usefulness of our theoretical study.

Keywords: local linear; point high; high risk; linear estimate

Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2019

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