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One-Sided Cross-Validation.

Authors :
Hart, Jeffrey D.
Seongbaek Yi
Source :
Journal of the American Statistical Association. Jun98, Vol. 93 Issue 442, p620-631. 11p. 1 Chart, 15 Graphs.
Publication Year :
1998

Abstract

Introduces a method of selecting the smoothing parameters of nonparametric regression estimators termed one-sided cross-validation (OSCV). List of methods that can be used in nonparametric estimation Description of the method and its use on a real dataset; Comparison of OSCV with existing method; Asymptotic variances of one-sided and ordinary cross-validation.

Details

Language :
English
ISSN :
01621459
Volume :
93
Issue :
442
Database :
Academic Search Index
Journal :
Journal of the American Statistical Association
Publication Type :
Academic Journal
Accession number :
741207
Full Text :
https://doi.org/10.1080/01621459.1998.10473715