1 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ME2024★ 1 cited
Generalized Multivariate Functional Additive Mixed Models for Location, Scale, and Shape
Alexander Volkmann, Nikolaus Umlauf, Sonja Greven
We propose a flexible regression framework to model the conditional distribution of multilevel generalized multivariate functional data of potentially mixed type, e.g. binary and c…
stat.ME2023★ 1 cited
Flexible joint models for multivariate longitudinal and time-to-event data using multivariate functional principal components
Alexander Volkmann, Nikolaus Umlauf, Sonja Greven
The joint modeling of multiple longitudinal biomarkers together with a time-to-event outcome is a challenging modeling task of continued scientific interest. In particular, the com…