A Criterion for the Fuzzy Set Estimation of the Regression Function

We propose a criterion to estimate the regression function by means of a nonparametric and fuzzy set estimator of the Nadaraya-Watson type, for independent pairs of data, obtaining a reduction of the integrated mean square error of the fuzzy set estimator regarding the integrated mean square error o...

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Bibliographic Details
Main Author: Jesús A. Fajardo
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2012/593036