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Tree-based modeling of time-varying coefficients in discrete time-to-event models
Authors:Puth  Marie-Therese  Tutz   Gerhard  Heim   Nils  Münster  Eva  Schmid  Matthias  Berger  Moritz
Affiliation:1.Department of Medical Biometry, Informatics and Epidemiology, Faculty of Medicine, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
;2.Institute of General Practice and Family Medicine, Faculty of Medicine, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
;3.Department of Statistics, Ludwig-Maximilians-University Munich, Ludwigstrasse 33, 80539, Munich, Germany
;4.Department of Oral and Cranio-Maxillo and Facial Plastic Surgery, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
;
Abstract:Lifetime Data Analysis - Hazard models are popular tools for the modeling of discrete time-to-event data. In particular two approaches for modeling time dependent effects are in common use. The...
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