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Nonparametric Construction of Multivariate Kernels

✍ Scribed by Panaretos, Victor M.; Konis, Kjell


Book ID
118263094
Publisher
American Statistical Association
Year
2012
Tongue
English
Weight
824 KB
Volume
107
Category
Article
ISSN
0162-1459

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Nonparametric kernel estimation of an is
✍ Pilar H. Garcı́a-SoidΓ‘n; Manuel Febrero-Bande; Wenceslao GonzΓ‘lez-Manteiga πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 364 KB

In this paper, we propose nonparametric kernel estimators of the semivariogram, under the assumption of isotropy. At ΓΏrst, a symmetric kernel is considered in order to construct a consistent estimator, so that the selection of the bandwidth parameter is treated via the MSE or the MISE criteria. Next