2 papers
stat.ME2022
Distributional Adaptive Soft Regression Trees
Nikolaus Umlauf, Nadja Klein
Random forests are an ensemble method relevant for many problems, such as regression or classification. They are popular due to their good predictive performance (compared to, e.g.…
stat.ME2017
Nonlinear association structures in flexible Bayesian additive joint models
Meike Köhler, Nikolaus Umlauf, Sonja Greven
Joint models of longitudinal and survival data have become an important tool for modeling associations between longitudinal biomarkers and event processes. The association between…