225 citations · 227 across the 4 of their papers we have counts for
4 papers
Recursive estimation of nonparametric regression with functional covariate
Aboubacar Amiri, Christophe Crambes, Baba Thiam
The main purpose is to estimate the regression function of a real random variable with functional explanatory variable by using a recursive nonparametric kernel approach. The mean…
Asymptotics of prediction in functional linear regression with functional outputs
Christophe Crambes, André Mas
We study prediction in the functional linear model with functional outputs : where the covariates and belong to some functional space and is a linear operator.…
Smoothing splines estimators for functional linear regression
Christophe Crambes, Alois Kneip, Pascal Sarda
The paper considers functional linear regression, where scalar responses are modeled in dependence of random functions . We propose a smoothing splines e…
Quantile regression when the covariates are functions
Hervé Cardot, Christophe Crambes, Pascal Sarda
This paper deals with a linear model of regression on quantiles when the explanatory variable takes values in some functional space and the response is scalar. We propose a spline…