Package: tramnet
Title: Penalized Transformation Models
Version: 0.1-0
URL: https://codeberg.org/LucasKook/tramnet
BugReports: https://codeberg.org/LucasKook/tramnet/issues
Authors@R: c(person("Lucas", "Kook", role = c("cre", "aut"),
                    email = "lucasheinrich.kook@gmail.com"),
             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.), normal and transformed-normal
        (Box-Cox type) linear models, and continuous outcome logistic
        regression. Models can be specified via a formula interface.
        Hyperparameter tuning is facilitated through model-based
        optimization functionalities from package 'mlr3mbo'. The
        accompanying vignette describes the methodology used in
        'tramnet' in detail. Transformation models and model-based
        optimization are described in Hothorn et al. (2019)
        <doi:10.1111/sjos.12291> and Bischl et al. (2017)
        <doi:10.48550/arXiv.1703.03373>, respectively.
Depends: R (>= 4.2.0), tram (>= 1.4), CVXR (>= 1.8)
Imports: mlt, basefun, sandwich, lhs, stats, graphics, grDevices,
        mlr3mbo (>= 1.2.0), mlr3, mlr3learners, bbotk (>= 1.0.0),
        paradox (>= 1.0.0), lgr
Suggests: penalized, TH.data, survival, knitr, colorspace, mvtnorm,
        glmnet, trtf, Matrix, lattice, kableExtra, coin, tbm,
        DiceKriging, testthat (>= 3.0.0)
VignetteBuilder: knitr
Encoding: UTF-8
License: GPL-2
NeedsCompilation: no
Config/roxygen2/version: 8.1.0
Config/testthat/edition: 3
Config/pak/sysreqs: cmake libgmp3-dev make pkg-config libclang-dev
Repository: https://lucaskook.r-universe.dev
Date/Publication: 2026-10-16 13:43:23 UTC
RemoteUrl: https://codeberg.org/lucaskook/tramnet
RemoteRef: HEAD
RemoteSha: 2521887fb191ebbbdcd075736b076c5fdb83cbb7
Packaged: 2026-10-17 10:27:05 UTC; root
Author: Lucas Kook [cre, aut],
  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>