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Reproducing Kernel Hilbert Spaces for Penalized Regression: A Tutorial

✍ Scribed by Nosedal-Sanchez, Alvaro; Storlie, Curtis B.; Lee, Thomas C.M.; Christensen, Ronald


Book ID
118053026
Publisher
American Statistical Association
Year
2012
Tongue
English
Weight
261 KB
Volume
66
Category
Article
ISSN
0003-1305

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## Abstract The author proposes an extension of reproducing kernel Hilbert space theory which provides a new framework for analyzing functional responses with regression models. The approach only presumes a general nonlinear regression structure, as opposed to existing linear regression models. The