RUS  ENG
Full version
JOURNALS // Journal of Siberian Federal University. Mathematics & Physics // Archive

J. Sib. Fed. Univ. Math. Phys., 2019 Volume 12, Issue 3, Pages 379–391 (Mi jsfu762)

This article is cited in 4 papers

A class of local linear estimators with functional data

Sara Leulmi, Fatiha Messaci

Department of Mathematics, University brothers Mentouri, Road of Ain El Bey,Constantine, 25017, Algeria

Abstract: We introduce a local linear nonparametric estimation for the generalized regression function of a scalar response variable given a random variable taking values in a semi metric space. We establish a rate of uniform consistency for the proposed estimators. Then, based on a real data set we illustrate the performance of a particular studied estimator with respect to other known estimators.

Keywords: locally modelled regression, nonparametric estimation, rate of convergence, uniform almost complete convergence.

UDC: 519.2

Received: 04.12.2018
Received in revised form: 28.01.2019
Accepted: 06.03.2019

Language: English

DOI: 10.17516/1997-1397-2019-12-3-379-391



Bibliographic databases:


© Steklov Math. Inst. of RAS, 2025