A Comparative Study of Boundary Effects for Kernel Smoothing

The problem of boundary effects for nonparametric kernel regression is considered. We will follow the problem of bandwidth selection for Gasser-Müller estimator especially. There are two ways to avoid the difficulties caused by boundary effects in this work. The first one is to assume the circular d...

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Bibliographic Details
Main Authors: Jan Koláček, Jitka Poměnková
Format: Article
Language:English
Published: Austrian Statistical Society 2016-04-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/374