Functional projection pursuit regression

Most-predictive design points for functional data predictors

(2010) F. Ferraty et al.   BIOMETRIKA

Smoothing splines estimators for functional linear regression

(2009) Christophe Crambes et al.   ANNALS OF STATISTICS

Multivariate calibration with single-index signal regression

(2009) Paul H.C. Eilers et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Rate of uniform consistency for nonparametric estimates with functional variables

(2009) Frédéric Ferraty et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Functional Additive Models

(2009) Hans-Georg Müller et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Additive prediction and boosting for functional data

(2008) Frédéric Ferraty et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Cross-validated estimations in the single-functional index model

(2008) Ahmed Ait-Saïdi et al.   STATISTICS