40 citations · 118 across the 7 of their papers we have counts for
3 papers · 1 filter
Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables
Silvia Novo, Germán Aneiros, Philippe Vieu
This paper aims to front with dimensionality reduction in regression setting when the predictors are a mixture of functional variable and high-dimensional vector. A flexible model,…
Automatic and location-adaptive estimation in functional single-index regression
Silvia Novo, Germán Aneiros, Philippe Vieu
This paper develops a new automatic and location-adaptive procedure for estimating regression in a Functional Single-Index Model (FSIM). This procedure is based on -Nearest Neig…
Advances on nonparametric regression for functional variables
Frédéric Ferraty, André Mas, Philippe Vieu
We consider the problem of predicting a real random variable from a functional explanatory variable. The problem is attacked by mean of nonparametric kernel approach which has been…