PLS discriminant analysis for functional data

Preda, Cristian; Saporta, Gilbert

Document type :

Communication dans un congrès avec actes

Title :

PLS discriminant analysis for functional data

Author(s) :

Preda, Cristian [Auteur]

Faculté de Médecine Henri Warembourg - Université de Lille
MOdel for Data Analysis and Learning [MODAL]
Saporta, Gilbert [Auteur]
CEDRIC. Méthodes statistiques de data-mining et apprentissage [CEDRIC - MSDMA]

Conference title :

ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis

City :

Brest

Country :

France

Start date of the conference :

2005-05-17

Publication date :

2005-01-01

HAL domain(s) :

Mathématiques [math]/Statistiques [math.ST]

English abstract : [en]

Partial least squares regression on functional data is applied in thecontext of linear discriminant analysis with binary response. The discriminant coefficient function is then used to compute score to one of the two ...
Show more >Partial least squares regression on functional data is applied in thecontext of linear discriminant analysis with binary response. The discriminant coefficient function is then used to compute score to one of the two classes. The method is applied to gait data and the results are compared with those given by linear discriminant analysis and logistic regression on the principal components of predictors.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Non spécifiée

Popular science :

Non

Collections :

Laboratoire Paul Painlevé - UMR 8524

Source :

Harvested from HAL

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