3 papers
stat.ME2026
Variable Domain Multivariate Functional Principal Component Analysis
Pavel Hernández Amaro, MarÃa Durbán, M. Carmen Aguilera-Morillo +3
Multivariate functional principal component analysis (MFPCA) is a powerful dimension reduction technique for analyzing multiple functional variables simultaneously. However, existi…
econ.EM2026
Counterfactual Density Effects and the German East--West Income Gap
Georg Keilbar, Sonja Greven
We propose a novel framework for conducting causal inference based on counterfactual densities. While the current paradigm of causal inference is mostly focused on estimating avera…
stat.ME2025
On spatial point processes with composition-valued marks
Matthias Eckardt, Mari Myllymäki, Sonja Greven
Methods for marked spatial point processes with scalar marks have seen extensive development in recent years. While the impressive progress in data collection and storage capacitie…