Optimal Subset Selection for Transformation Models

Greedy optimal subset selection for transformation models (Hothorn et al., 2018, ) based on the abess algorithm (Zhu et al., 2020, ). Applicable to models from packages 'tram' and 'cotram'. Application to shift-scale transformation models are described in Siegfried et al. (2024, ).


Reference manual

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install.packages("tramvs")

0.0-10 by Lucas Kook, 2 days ago


https://codeberg.org/LucasKook/tramvs


Browse source code at https://github.com/cran/tramvs


Authors: Lucas Kook [aut, cre] , Sandra Siegfried [ctb] , Torsten Hothorn [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports stats, variables, methods, cotram, future, future.apply, mvtnorm

Depends on tram

Suggests abess, tramnet, colorspace, knitr, mlt, TH.data, survival, ordinal, testthat


Suggested by tram.


See at CRAN