{ "_id": "6a227dd6cd65a98ecbd50227", "Package": "QuantRegGLasso", "Title": "Adaptively Weighted Group Lasso for Semiparametric Quantile\nRegression Models", "Version": "1.0.1", "Authors@R": "c(person(\ngiven = \"Wen-Ting\",\nfamily = \"Wang\",\nemail = \"egpivo@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-3051-7302\")\n),\nperson(\ngiven = \"Wei-Ying\",\nfamily = \"Wu\",\nemail = \"wuweiying1011@gmail.com\",\nrole = c(\"aut\")\n),\nperson(\ngiven = \"Toshio\",\nfamily = \"Honda\",\nemail = \"t.honda@r.hit-u.ac.jp\",\nrole = c(\"aut\")\n),\nperson(\ngiven = \"Ching-Kang\",\nfamily = \"Ing\",\nemail=\"cking@stat.nthu.edu.tw\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0003-1362-8246\")\n)\n)", "Description": "Implements an adaptively weighted group Lasso procedure\nfor simultaneous variable selection and structure\nidentification in varying coefficient quantile regression\nmodels and additive quantile regression models with ultra-high\ndimensional covariates. The methodology, grounded in a strong\nsparsity condition, establishes selection consistency under\ncertain weight conditions. To address the challenge of tuning\nparameter selection in practice, a BIC-type criterion named\nhigh-dimensional information criterion (HDIC) is proposed. The\nLasso procedure, guided by HDIC-determined tuning parameters,\nmaintains selection consistency. Theoretical findings are\nstrongly supported by simulation studies. (Toshio Honda,\nChing-Kang Ing, Wei-Ying Wu, 2019, ).", "License": "GPL (>= 2)", "ByteCompile": "true", "BugReports": "https://github.com/egpivo/QuantRegGLasso/issues", "SystemRequirements": "GNU make", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "Roxygen": "list(markdown = TRUE)", "URL": "https://github.com/egpivo/QuantRegGLasso", "Config/testthat/edition": "3", "Config/pak/sysreqs": "make", "Repository": "https://egpivo.r-universe.dev", "Date/Publication": "2025-10-07 19:00:48 UTC", "RemoteUrl": "https://github.com/egpivo/quantregglasso", "RemoteRef": "HEAD", "RemoteSha": "ccb3acc49c9bdd469c3d8ca7e489dff81b0a6f3b", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-05 07:29:46 UTC", "User": "root" }, "Author": "Wen-Ting Wang [aut, cre] (ORCID:\n),\nWei-Ying Wu [aut],\nToshio Honda [aut],\nChing-Kang Ing [aut] (ORCID: )", "Maintainer": "Wen-Ting Wang ", "MD5sum": "e63cc5462c5e092883a32a313560b23f", "_user": "egpivo", "_type": "src", "_file": "QuantRegGLasso_1.0.1.tar.gz", 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