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Bandwidth Selection in Nonparametric Regression with Large Sample Size

In the context of nonparametric regression estimation, the behaviour of kernel methods such as the Nadaraya-Watson or local linear estimators is heavily influenced by the value of the bandwidth parameter, which determines the trade-off between bias and variance. This clearly implies that the selecti...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Daniel Barreiro-Ures, Ricardo Cao, Mario Francisco-Fernández
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2018-09-01
Cyfres:Proceedings
Pynciau:
Mynediad Ar-lein:http://www.mdpi.com/2504-3900/2/18/1166
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!