10 citations · 55 across the 21 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ME2022
Penalised regression with multiple sources of prior effects
Armin Rauschenberger, Zied Landoulsi, Mark A. van de Wiel +1
In many high-dimensional prediction or classification tasks, complementary data on the features are available, e.g. prior biological knowledge on (epi)genetic markers. Here we cons…
stat.ME2022
Estimation of Predictive Performance in High-Dimensional Data Settings using Learning Curves
Jeroen M. Goedhart, Thomas Klausch, Mark A. van de Wiel
In high-dimensional prediction settings, it remains challenging to reliably estimate the test performance. To address this challenge, a novel performance estimation framework is pr…