A. M. Aguilera, M. Escabias, and M. J. Valderrama, Using principal components for estimating logistic regression with high-dimensional multicollinear data, Computational Statistics & Data Analysis, vol.50, pp.1905-1924, 2006.

M. Barker and W. Rayens, Partial least squares for discrimination, J Chemomericst, vol.17, pp.166-173, 2003.

D. Costanzo, C. Preda, and G. Saporta, Anticipated prediction in discriminant analysis on functional data for binary response, COMPSTAT2006, pp.821-828, 2006.
URL : https://hal.archives-ouvertes.fr/hal-01125209

M. Escabias, A. M. Aguilera, and M. J. Valderrama, Principal Component Estimation of Functional Logistic Regression: discussion of two different approaches, Nonparametric Statistics, vol.16, pp.365-384, 2004.

R. A. Fisher, The Influence of Rainfall on the Yield of Wheat at Rothamsted, Philosophical Transactions of the Royal Society, B, vol.213, pp.89-142, 1924.

X. Leng and H. G. Müller, Classification using functional data analysis for temporal gene expression data, Bioinformatics, vol.22, pp.68-76, 2006.

C. Lévéder, C. Abraham, P. A. Cornillon, E. Matzner-lober, and N. Molinari, Discrimination de courbes de pétrissage, pp.37-43, 2004.

H. G. Müller and U. Stadtmüller, Generalized functional linear models, The Annals of Statistics, vol.33, pp.774-805, 2005.

C. Preda and G. Saporta, PLS regression on a stochastic process, Computational Statistics and Data Analysis, vol.48, pp.149-158, 2005.
URL : https://hal.archives-ouvertes.fr/hal-01124945

C. Preda, G. Saporta, and C. Lévéder, PLS classification of functional data, Computational Statistics, vol.22, issue.2, pp.223-235, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01125057

J. O. Ramsay and . Silverman, Functional data analysis, 1997.

G. Saporta, Data analysis for numerical and categorical individual time series, Applied Stochastics Models and Data Analysis, vol.2, pp.109-119, 1985.
URL : https://hal.archives-ouvertes.fr/hal-02507824