126 citations · 168 across the 12 of their papers we have counts for
3 papers · 1 filter
A hybrid landmark Aalen-Johansen estimator for transition probabilities in partially non-Markov multi-state models
N. Maltzahn, R. Hoff, O. O. Aalen +3
Multi-state models are increasingly being used to model complex epidemiological and clinical outcomes over time. It is common to assume that the models are Markov, but the assumpti…
Prediction meets causal inference: the role of treatment in clinical prediction models
Nan van Geloven, Sonja Swanson, Chava Ramspek +7
In this paper we study approaches for dealing with treatment when developing a clinical prediction model. Analogous to the estimand framework recently proposed by the European Medi…
Maximum likelihood estimation in the additive hazards model
Chengyuan Lu, Jelle Goeman, Hein Putter
The additive hazards model specifies the effect of covariates on the hazard in an additive way, in contrast to the popular Cox model, in which it is multiplicative. As non-parametr…