Additive model selection

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 12 Mar 2016 Italy English Publisher:Springer Science and Business Media LLCJournal:Statistical Methods & Applications, volume 25, pages 519-564 (issn: 1618-2510, eissn: 1613-981X,

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Authors: Umberto Amato; Anestis Antoniadis; Italia De Feis;

doi: 10.1007/s10260-016-0357-8

handle: 20.500.14243/331777 , 20.500.14243/232497

Additive model selection

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Abstract

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Country

Italy

Related Organizations

Grenoble Alpes University
France
Joseph Fourier University
France
Laboratoire Jean Kuntzmann
France
Istituto per le Applicazioni del Calcolo Mauro Picone
Italy
University of Cape Town
South Africa

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Keywords

penalization, additive models, backfitting, dimension reduction, Additive models · Dimension reduction · Penalization · Hypothesis test · Backfitting, Estimation in multivariate analysis, Nonparametric regression and quantile regression, Nonparametric hypothesis testing, hypothesis test

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