{ "_id": "6a1035cdacfb0bcc41c99cae", "Package": "DMRnet", "Type": "Package", "Title": "Delete or Merge Regressors Algorithms for Linear and Logistic\nModel Selection and High-Dimensional Data", "Version": "0.4.1.9000", "Authors@R": "c(person(\"Agnieszka\", \"Prochenka-Sołtys\", email = \"ap220756@mimuw.edu.pl\", role = c(\"aut\"), comment = \"previous maintainer for versions <= 0.2.0\"),\nperson(\"Piotr\", \"Pokarowski\", role = c(\"aut\")),\nperson(\"Szymon\", \"Nowakowski\", email = \"s.nowakowski@mimuw.edu.pl\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-1939-9512\")))", "Description": "Model selection algorithms for regression and\nclassification, where the predictors can be continuous or\ncategorical and the number of regressors may exceed the number\nof observations. The selected model consists of a subset of\nnumerical regressors and partitions of levels of factors.\nSzymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel and\nAgnieszka Sołtys, 2023. Improving Group Lasso for\nHigh-Dimensional Categorical Data. In: Computational Science –\nICCS 2023. Lecture Notes in Computer Science, vol 14074, p.\n455-470. Springer, Cham. .\nAleksandra Maj-Kańska, Piotr Pokarowski and Agnieszka\nProchenka, 2015. Delete or merge regressors for linear model\nselection. Electronic Journal of Statistics 9(2): 1749-1778.\n. Piotr Pokarowski and Jan Mielniczuk,\n2015. Combined l1 and greedy l0 penalized least squares for\nlinear model selection. Journal of Machine Learning Research\n16(29): 961-992.\n.\nPiotr Pokarowski, Wojciech Rejchel, Agnieszka Sołtys, Michał\nFrej and Jan Mielniczuk, 2022. Improving Lasso for model\nselection and prediction. Scandinavian Journal of Statistics,\n49(2): 831–863. .", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "URL": "https://github.com/SzymonNowakowski/DMRnet", "BugReports": "https://github.com/SzymonNowakowski/DMRnet/issues", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "Repository": "https://szymonnowakowski.r-universe.dev", "Date/Publication": "2025-08-19 09:48:46 UTC", "RemoteUrl": "https://github.com/szymonnowakowski/dmrnet", "RemoteRef": "HEAD", "RemoteSha": "943c0800fa825f82cc25b7721d44ad6757360e4b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-12 07:02:42 UTC", "User": "root" }, "Author": "Agnieszka Prochenka-Sołtys [aut] (previous maintainer for versions <=\n0.2.0),\nPiotr Pokarowski [aut],\nSzymon Nowakowski [aut, cre] (ORCID:\n)", "Maintainer": "Szymon Nowakowski ", "MD5sum": "c7b44a80b32651986dc1f8c7e24e78b3", "_user": "szymonnowakowski", "_type": "src", "_file": "DMRnet_0.4.1.9000.tar.gz", "_fileid": 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