40 citations · 40 across the 1 of their papers we have counts for
2 papers
math.ST2019
Super-Consistent Estimation of Points of Impact in Nonparametric Regression with Functional Predictors
Dominik Poß, Dominik Liebl, Alois Kneip +3
Predicting scalar outcomes using functional predictors is a classic problem in functional data analysis. In many applications, however, only specific locations or time-points of th…
math.ST2016★ 40 cited
Functional linear regression with points of impact
Alois Kneip, Dominik Poß, Pascal Sarda
The paper considers functional linear regression, where scalar responses are modeled in dependence of i.i.d. random functions . We study a generali…