{ "_id": "6ac77327de46216d5edd008a", "Package": "topmodels", "Title": "Infrastructure for Forecasting and Assessment of Probabilistic\nModels", "Version": "0.3-0", "Date": "2026-08-16", "Authors@R": "c(person(given = \"Achim\", family = \"Zeileis\", role = c(\"aut\", \"cre\"), email = \"Achim.Zeileis@R-project.org\", comment = c(ORCID = \"0000-0003-0918-3766\")),\nperson(given = c(\"Moritz\", \"N.\"), family = \"Lang\", role = \"aut\", email = \"moritz.n.lang@gmail.com\", comment = c(ORCID = \"0000-0002-2533-9903\")),\nperson(given = \"Reto\", family = \"Stauffer\", role = \"aut\", email = \"reto.stauffer@uibk.ac.at\", comment = c(ORCID = \"0000-0002-3798-5507\")),\nperson(given = \"Christian\", family = \"Kleiber\", role = \"ctb\", email = \"Christian.Kleiber@unibas.ch\", comment = c(ORCID = \"0000-0002-6781-4733\")),\nperson(given = \"Ioannis\", family = \"Kosmidis\", role = \"ctb\", email = \"i.kosmidis@ucl.ac.uk\", comment = c(ORCID = \"0000-0003-1556-0302\")),\nperson(given = \"Jakob\", family = \"Messner\", role = \"ctb\", email = \"jakob.messner@posteo.net\", comment = c(ORCID = \"0000-0002-1027-3673\")))", "Description": "Unified infrastructure for probabilistic models and\ndistributional regressions: Probabilistic forecasting of\nin-sample and out-of-sample of probabilities, densities,\nquantiles, and moments. 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