Christophe Crambes

activity

20072012

most citedSmoothing splines estimators for functional linear regression

225 citations · 227 across the 4 of their papers we have counts for

collaborators

Showing 2009Show all

2 papers · 1 filter

math.ST2009

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 : $Y = S X + ε$ where the covariates $X$ and $Y$ belong to some functional space and $S$ is a linear operator.…

math.ST2009★ 225 cited

Smoothing splines estimators for functional linear regression

Christophe Crambes, Alois Kneip, Pascal Sarda

The paper considers functional linear regression, where scalar responses $Y_{1}, ..., Y_{n}$ are modeled in dependence of random functions $X_{1}, ..., X_{n}$ . We propose a smoothing splines e…