{
  "_id": "6a28220aa476d7de6d3c8a87",
  "Package": "tramnet",
  "Title": "Penalized Transformation Models",
  "Version": "0.0-992",
  "URL": "http://ctm.R-forge.R-project.org",
  "Authors@R": "c(person(\"Lucas\", \"Kook\", role = c(\"cre\", \"aut\"),\nemail = \"lucasheinrich.kook@gmail.com\"),\nperson(\"Balint\", \"Tamasi\", role = \"ctb\"),\nperson(\"Sandra\", \"Siegfried\", role = \"ctb\"),\nperson(\"Samuel\", \"Pawel\", role = \"ctb\"),\nperson(\"Torsten\", \"Hothorn\", role = \"ctb\",\nemail = \"Torsten.Hothorn@R-project.org\",\ncomment = c(ORCID = \"0000-0001-8301-0471\")))",
  "Description": "Partially penalized versions of specific transformation\nmodels implemented in package 'mlt'. Available models include a\nfully parametric version of the Cox model, other parametric\nsurvival models (Weibull, etc.), models for binary and ordered\ncategorical variables, normal and transformed-normal (Box-Cox\ntype) linear models, and continuous outcome logistic\nregression. Hyperparameter tuning is facilitated through\nmodel-based optimization functionalities from package 'mlrMBO'.\nThe accompanying vignette describes the methodology used in\n'tramnet' in detail. Transformation models and model-based\noptimization are described in Hothorn et al. (2019)\n<doi:10.1111/sjos.12291> and Bischl et al. (2016)\n<doi:10.48550/arXiv.1703.03373>, respectively.",
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  "Repository": "https://trafo-universe.r-universe.dev",
  "Date/Publication": "2026-05-22 09:42:56 UTC",
  "RemoteUrl": "https://codeberg.org/LucasKook/tramnet",
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    "User": "root"
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  "Author": "Lucas Kook [cre, aut],\nBalint Tamasi [ctb],\nSandra Siegfried [ctb],\nSamuel Pawel [ctb],\nTorsten Hothorn [ctb] (ORCID: <https://orcid.org/0000-0001-8301-0471>)",
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      "title": "coef method for class '\"tramnet\"'",
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      "title": "coef method for class '\"tramnet_Lm\"'",
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      "title": "Cross validation for '\"tramnet\"' models",
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      "title": "Model based optimization for regularized transformation models",
      "topics": [
        "mbo_tramnet"
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      "title": "Plot regularization paths for '\"prof_*\"' classes",
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        "plot_path"
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      "title": "plot method for class '\"tramnet\"'",
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