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[SCP07] Linear methods for regression and classification with functional data

Conférence Internationale avec comité de lecture : IASC-ARS'07 special Conf. , January 2007, pp.xx, Séoul, Corée,
motcle:
Résumé: Functional data occurs when we observe curves or paths from a stochastic process Xt . If for each curve or path we have a single response variable Y, we have a regression problem when Y is numerical, a classification problem when Y is categorical. We assume here that all trajectories are observed continuously on a time interval [0;T] and that the variables Y (when numerical) and Xt have zero mean.

Equipe: msdma

BibTeX

@inproceedings {
SCP07,
title="{Linear methods for regression and classification with functional data}",
author=" G. Saporta and D. Costanzo and C. Preda ",
booktitle="{IASC-ARS'07 special Conf. }",
year=2007,
month="January",
pages="xx",
address="Séoul, Corée",
}