Transformation Trees and Forests

Recursive partytioning of transformation models with corresponding random forest for conditional transformation models as described in 'Transformation Forests' (Hothorn and Zeileis, 2021, ) and 'Top-Down Transformation Choice' (Hothorn, 2018, ).


Reference manual

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0.3-9 by Torsten Hothorn, 5 days ago

Browse source code at

Authors: Torsten Hothorn [aut, cre]

Documentation:   PDF Manual  

Task views: Machine Learning & Statistical Learning

GPL-2 license

Imports Formula, sandwich, grid, stats, variables, libcoin, utils

Depends on mlt, partykit

Suggests survival,, coin

Suggested by ATR,, tbm, tram, tramnet.

See at CRAN