tramicp: Model-Based Causal Feature Selection for General Response Types

Extends invariant causal prediction (Peters et al., 2016, <doi:10.1111/rssb.12167>) to generalized linear and transformation models (Hothorn et al., 2018, <doi:10.1111/sjos.12291>). The methodology is described in Kook et al. (2023, <doi:10.1080/01621459.2024.2395588>).

Getting started

Package details

AuthorLucas Kook [aut, cre] (<https://orcid.org/0000-0002-7546-7356>), Sorawit Saengkyongam [ctb], Anton Rask Lundborg [ctb], Torsten Hothorn [ctb], Jonas Peters [ctb]
MaintainerLucas Kook <lucasheinrich.kook@gmail.com>
LicenseGPL-3
Version0.1-0
URL https://github.com/LucasKook/tramicp
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("tramicp")

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tramicp documentation built on April 4, 2025, 3:25 a.m.