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stat.ME2022★ 1 cited
Heterogeneous Treatment Effect Estimation for Observational Data using Model-based Forests
Susanne Dandl, Andreas Bender, Torsten Hothorn
The estimation of heterogeneous treatment effects (HTEs) has attracted considerable interest in many disciplines, most prominently in medicine and economics. Contemporary research…
stat.ME2022
Transformation models for ROC analysis
Ainesh Sewak, Torsten Hothorn
Receiver operating characteristic (ROC) analysis is one of the most popular approaches for evaluating and comparing the accuracy of medical diagnostic tests. Although various metho…