P. J. Bickel, Y. Ritov, and A. Tsybakov, Simultaneous analysis of Lasso and Dantzig selector, The Annals of Statistics, vol.37, issue.4, pp.1705-1732, 2009.
DOI : 10.1214/08-AOS620
URL : https://hal.archives-ouvertes.fr/hal-00401585

T. Cai and P. Hall, Prediction in functional linear regression, The Annals of Statistics, vol.34, issue.5, pp.2159-2179, 2007.
DOI : 10.1214/009053606000000830

E. Candès and T. Tao, The Dantzig selector : statistical estimation when p is much larger than n, Ann. Statist, vol.35, pp.2013-2351, 2007.

H. Cardot, F. Ferraty, and P. Sarda, Functional linear model, Statistics & Probability Letters, vol.45, issue.1, pp.11-22, 1999.
DOI : 10.1016/S0167-7152(99)00036-X

H. Cardot, A. Mas, and P. Sarda, CLT in functional linear regression models, Prob. Theory Related Fields, pp.325-361, 2007.

C. Crambes, A. Kneip, and P. Sarda, Smoothing splines estimators for functional linear regression, The Annals of Statistics, vol.37, issue.1, pp.35-72, 2009.
DOI : 10.1214/07-AOS563
URL : https://hal.archives-ouvertes.fr/hal-00627068

P. Hall and J. L. Horowitz, Methodology and convergence rates for functional linear regression, The Annals of Statistics, vol.35, issue.1, pp.70-91, 2007.
DOI : 10.1214/009053606000000957

J. O. Ramsay and C. J. Dalzell, Some tools for functional data analysis (with discussion, J. Roy. Statist. Soc. Ser B, vol.53, pp.539-572, 1991.

R. Tibshirani, Regression shrinkage and selection via the Lasso, J. Roy. Statist, 1996.