2 papers
econ.EM2021
A Wavelet Method for Panel Models with Jump Discontinuities in the Parameters
Oualid Bada, Alois Kneip, Dominik Liebl +3
While a substantial literature on structural break change point analysis exists for univariate time series, research on large panel data models has not been as extensive. In this p…
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…