SFB 303 Discussion Paper No. A - 225
Author: Härdle, Wolfgang
Title: Resampling for Inference from Curves
Abstract: Nonparametric curve estimation resampling methods have a long
tradition. Cross-Validation is used for instance to optimize the smoothing
parameter. In this paper a resampling method is studied that is helpful in
drawing inferences from curves. More specifically a variant of the Bootstrap
is proposed to construct errorbars and to compare with parametric curves.
This so-called Wild Bootstrap is easy to implement and does not require
complicated plug-in estimation.
Keywords: Nonparametric curve estimation resampling, Cross validation bootstrap,
Creation-Date: March 1989
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