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
Author: Lucas Kook [cre, aut] (<https://orcid.org/0000-0002-7546-7356>),
  Balint Tamasi [ctb],
  Sandra Siegfried [ctb],
  Samuel Pawel [ctb],
  Torsten Hothorn [ctb] (<https://orcid.org/0000-0001-8301-0471>)
Maintainer: Lucas Kook <lucasheinrich.kook@gmail.com>
Repository: R-Forge
Repository/R-Forge/Project: ctm
Repository/R-Forge/Revision: 2758
Repository/R-Forge/DateTimeStamp: 2025-10-07 16:18:05
Date/Publication: 2025-10-07 16:18:05
NeedsCompilation: no
Packaged: 2025-10-07 16:26:31 UTC; rforge
Built: R 4.5.0; ; 2025-10-07 16:35:20 UTC; windows
