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Automatic smoothing spline projection pursuit.

Authors :
Roosen, Charles B.
Hastie, Trevor J.
Source :
Journal of Computational & Graphical Statistics. Sep94, Vol. 3 Issue 3, p235. 14p. 3 Charts.
Publication Year :
1994

Abstract

Discusses an alternative algorithm in which the smooth functions are estimated using smoothing spline. The generalized cross-validation (GSV) based techniques used to select the smoothing parameters and number of terms; Structure of the automatic smoothing spline projection pursuit (ASP) algorithm; Examples comparing ASP with the standard supersmoother-based PPR algorithm of Friedman.

Details

Language :
English
ISSN :
10618600
Volume :
3
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Computational & Graphical Statistics
Publication Type :
Academic Journal
Accession number :
9707194520
Full Text :
https://doi.org/10.2307/1390909