Direct Determination of Smoothing Parameter for Penalized Spline Regression

Penalized spline estimator is one of the useful smoothing methods. To construct the estimator, having goodness of fit and smoothness, the smoothing parameter should be appropriately selected. The purpose of this paper is to select the smoothing parameter using the asymptotic property of the penalize...

Full description

Saved in:
Bibliographic Details
Main Author: Takuma Yoshida
Format: Article
Language:English
Published: Wiley 2014-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2014/203469
Tags: Add Tag
No Tags, Be the first to tag this record!