2 papers
stat.ML2026
Deep Generalised Mixed Models: a Novel Neural Network Structure for Analysing Hierarchical Data
Nina van Gerwen, Dimitris Rizopoulos, Manon Hillegers +2
The experience sampling method (ESM) is a longitudinal research design where participants report their thoughts, emotional states and behaviours multiple times a day. Our work is m…
stat.ML2026
Ensemble Machine Learning and Statistical Procedures for Dynamic Predictions of Time-to-Event Outcomes
Nina van Gerwen, Sten Willemsen, Bettina E. Hansen +9
Dynamic predictions for longitudinal and time-to-event outcomes have become a versatile tool in precision medicine. Our work is motivated by the application of dynamic predictions…