Package: tramnet
Title: Penalized Transformation Models
Version: 0.1-1
Date: 2025-10-07
URL: http://ctm.R-forge.R-project.org
Authors@R: c(person("Lucas", "Kook", role = c("cre", "aut"),
                    email = "lucasheinrich.kook@gmail.com",
                    comment = c(ORCID = "0000-0002-7546-7356")),
             person("Balint", "Tamasi", role = "ctb"),
             person("Sandra", "Siegfried", role = "ctb"),
             person("Samuel", "Pawel", role = "ctb"),
             person("Torsten", "Hothorn", role = "ctb",
                    email = "Torsten.Hothorn@R-project.org", 
                    comment = c(ORCID = "0000-0001-8301-0471")))
Description: Partially penalized versions of specific transformation
        models implemented in package 'mlt'. Available models include a
        fully parametric version of the Cox model, other parametric
        survival models (Weibull, etc.), models for binary and ordered
        categorical variables, normal and transformed-normal (Box-Cox
        type) linear models, and continuous outcome logistic
        regression. Hyperparameter tuning is facilitated through
        model-based optimization functionalities from package
        'mlr3MBO'. The methodology is described in Kook et al. (2021)
        <doi:10.32614/RJ-2021-054>. Transformation models and
        model-based optimization are described in Hothorn et al. (2019)
        <doi:10.1111/sjos.12291> and Bischl et al. (2016)
        <doi:10.48550/arXiv.1703.03373>, respectively.
Depends: R (>= 4.1.0), tram (>= 1.0.0), CVXR (>= 1.0.0)
Imports: mlt, basefun, sandwich, stats, paradox, mlr3mbo, bbotk
Suggests: penalized, TH.data, survival, testthat (>= 3.0.0)
License: GPL-2
RoxygenNote: 7.3.1
Encoding: UTF-8
Config/testthat/edition: 3
Config/pak/sysreqs: cmake libgmp3-dev make pkg-config libclang-dev
Repository: https://r-forge.r-universe.dev
Date/Publication: 2026-05-22 09:46:49 UTC
RemoteUrl: https://github.com/r-forge/ctm
RemoteRef: HEAD
RemoteSha: 6cd3bd0ce8570d012a6fdd3955b10c8140794b84
RemoteSubdir: pkg/tramnet
NeedsCompilation: no
Packaged: 2026-06-21 10:53:43 UTC; root
Author: Lucas Kook [cre, aut] (ORCID: <https://orcid.org/0000-0002-7546-7356>),
  Balint Tamasi [ctb],
  Sandra Siegfried [ctb],
  Samuel Pawel [ctb],
  Torsten Hothorn [ctb] (ORCID: <https://orcid.org/0000-0001-8301-0471>)
Maintainer: Lucas Kook <lucasheinrich.kook@gmail.com>