739 citations · 1.4k across the 25 of their papers we have counts for
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stat.ME2017★ 9 cited
Top-down Transformation Choice
Torsten Hothorn
Simple models are preferred over complex models, but over-simplistic models could lead to erroneous interpretations. The classical approach is to start with a simple model, whose s…
stat.ME2017★ 10 cited
Transformation Forests
Torsten Hothorn, Achim Zeileis
Regression models for supervised learning problems with a continuous target are commonly understood as models for the conditional mean of the target given predictors. This notion i…