{ "_id": "6a1e8d301d7bb097a0a69834", "Package": "TFRE", "Type": "Package", "Title": "A Tuning-Free Robust and Efficient Approach to High-Dimensional\nRegression", "Version": "0.1.0", "Authors@R": "c(person(given = \"Yunan\",family = \"Wu\", role = c(\"aut\", \"cre\",\"cph\"), email = \"yunan.wu@utdallas.edu\"), person(given = \"Lan\",family = \"Wang\", role = \"aut\") )", "Description": "Provide functions to estimate the coefficients in\nhigh-dimensional linear regressions via a tuning-free and\nrobust approach. The method was published in Wang, L., Peng,\nB., Bradic, J., Li, R. and Wu, Y. (2020), \"A Tuning-free Robust\nand Efficient Approach to High-dimensional Regression\", Journal\nof the American Statistical Association, 115:532,\n1700-1714(JASA’s discussion paper),\n. See also Wang, L., Peng,\nB., Bradic, J., Li, R. and Wu, Y. (2020), \"Rejoinder to “A\ntuning-free robust and efficient approach to high-dimensional\nregression\". Journal of the American Statistical Association,\n115, 1726-1729, ; Peng, B.\nand Wang, L. (2015), \"An Iterative Coordinate Descent Algorithm\nfor High-Dimensional Nonconvex Penalized Quantile Regression\",\nJournal of Computational and Graphical Statistics, 24:3,\n676-694, ; Clémençon, S.,\nColin, I., and Bellet, A. (2016), \"Scaling-up empirical risk\nminimization: optimization of incomplete u-statistics\", The\nJournal of Machine Learning Research, 17(1):2682–2717; Fan, J.\nand Li, R. (2001), \"Variable Selection via Nonconcave Penalized\nLikelihood and its Oracle Properties\", Journal of the American\nStatistical Association, 96:456, 1348-1360,\n.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "RoxygenNote": "7.3.1", "Config/pak/sysreqs": "make", "Repository": "https://yunanwu123.r-universe.dev", "Date/Publication": "2024-01-29 18:34:30 UTC", "RemoteUrl": "https://github.com/yunanwu123/tfre", "RemoteRef": "HEAD", "RemoteSha": "5dcee11988d5881ce8b20cc31007619895cad4ef", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-02 07:51:18 UTC", "User": "root" }, "Author": "Yunan Wu [aut, cre, cph],\nLan Wang [aut]", "Maintainer": "Yunan Wu ", "MD5sum": "ddc968dbf369c0b37d18f3cb8d4a1abe", "_user": "yunanwu123", "_type": "src", "_file": "TFRE_0.1.0.tar.gz", "_fileid": "e9e320108ff9a915298761145568c43344be589b1b614dec34a14b98af0109d0", "_filesize": 236421, "_sha256": "e9e320108ff9a915298761145568c43344be589b1b614dec34a14b98af0109d0", "_created": 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