PLS Regression with Functional Predictor ...

Document type :
Communication dans un congrès avec actes
Title :
PLS Regression with Functional Predictor and Missing Data
Author(s) :
Preda, Cristian [Auteur] refId
MOdel for Data Analysis and Learning [MODAL]
Université de Lille, Sciences et Technologies
Saporta, Gilbert [Auteur]
CEDRIC. Méthodes statistiques de data-mining et apprentissage [CEDRIC - MSDMA]
Hadj Mbarek, Ben [Auteur]
Institut Supérieur de Gestion Sousse
Conference title :
PLS'09,6th Int. Conf. on Partial Least Squares and Related Methods
City :
Pékin
Country :
Chine
Start date of the conference :
2009-09-04
Publication date :
2009-09-04
English keyword(s) :
functional data
missing data
PLS
functional regression models
HAL domain(s) :
Mathématiques [math]/Statistiques [math.ST]
English abstract : [en]
Time-average approximation and principal component analysis of the stochastic processunderlying the functional data are the main ingredients for adapting NIPALS algorithm to estimate missingdata in the functional context. ...
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Language :
Anglais
Peer reviewed article :
Oui
Audience :
Non spécifiée
Popular science :
Non
Collections :
Source :
Harvested from HAL
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