{ "_id": "6a5c5b8f9baadeef8ab4ef3f", "Package": "VariableScreening", "Type": "Package", "Title": "High-Dimensional Screening for Semiparametric Longitudinal\nRegression", "Version": "0.2.1", "Authors@R": "c(\nperson(\"Runze\",\"Li\", email = \"runzelipsu@gmail.com\", role = \"aut\"),\nperson(\"Liying\",\"Huang\", email = \"lxh37@PSU.EDU\", role = \"aut\"),\nperson(\"John\",\"Dziak\", email = \"dziakj1@gmail.com\", role = c(\"aut\",\"cre\")))", "Description": "Implements variable screening techniques for ultra-high\ndimensional regression settings. Techniques for independent\n(iid) data, varying-coefficient models, and longitudinal data\nare implemented. The package currently contains three screen\nfunctions: screenIID(), screenLD() and screenVCM(), and six\nmethods for simulating dataset: simulateDCSIS(), simulateLD,\nsimulateMVSIS(), simulateMVSISNY(), simulateSIRS() and\nsimulateVCM(). The package is based on the work of Li-Ping ZHU,\nLexin LI, Runze LI, and Li-Xing ZHU (2011)\n, Runze LI, Wei ZHONG, & Liping\nZHU (2012) , Jingyuan LIU,\nRunze LI, & Rongling WU (2014)\n Hengjian CUI, Runze LI, &\nWei ZHONG (2015) , and\nWanghuan CHU, Runze LI and Matthew REIMHERR (2016)\n.", "Copyright": "(c) 2022 by Runze LI", "Encoding": "UTF-8", "License": "GPL (>= 2)", "RoxygenNote": "7.2.0", "NeedsCompilation": "no", "Author": "Runze Li [aut], Liying Huang [aut], John Dziak [aut, cre]", "Maintainer": "John Dziak ", "Packaged": { "Date": "2026-07-19 05:04:25 UTC", "User": "root" }, "Config/pak/sysreqs": "libgsl0-dev", "Repository": "https://dziakj1.r-universe.dev", "Date/Publication": "2022-06-23 21:20:02 UTC", "RemoteUrl": "https://github.com/cran/VariableScreening", "RemoteRef": "HEAD", "RemoteSha": "e8fdd4fc423feae75c4346bc55b40277af846c38", "_user": "dziakj1", "_type": "src", "_file": "VariableScreening_0.2.1.tar.gz", "_fileid": "https://r2.ropensci.org/f66ee3ab4180f569704e70dd42e79f88a481ba679d350237c0c607e1ee7a7d36", "_filesize": 175482, "_sha256": "f66ee3ab4180f569704e70dd42e79f88a481ba679d350237c0c607e1ee7a7d36", "_expires": "2026-10-27T05:07:25.000Z", "_created": "2026-07-19T05:04:25.000Z", "_published": "2026-07-19T05:07:27.269Z", "_jobs": [ { "job": 88158628959, "time": 122, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "8438321443" }, { "job": 88158628961, "time": 137, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "8438323848" }, { "job": 88158628958, "time": 86, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "8438315529" }, { "job": 88158628965, "time": 92, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "8438316549" }, { "job": 88158401071, "time": 178, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8438302308" }, { "job": 88158628945, "time": 95, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8438317217" }, { "job": 88158628968, "time": 88, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "8438316105" }, { "job": 88158628957, "time": 76, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "8438314167" }, { "job": 88158628956, "time": 82, "config": "windows-release", "r": "4.6.1", "check": "NOTE", "artifact": "8438315599" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/dziakj1/actions/runs/29674202322", "_status": "success", "_upstream": "https://github.com/cran/VariableScreening", "_commit": { "id": "e8fdd4fc423feae75c4346bc55b40277af846c38", "author": "John Dziak ", "committer": "cran-robot ", "message": "version 0.2.1\n", "time": 1656019202 }, "_maintainer": { "name": "John Dziak", "email": "dziakj1@gmail.com", "login": "dziakj1", "linkedin": "in/john-j-dziak-14129486", "description": "Statistician, computer programmer πŸ‡ΊπŸ‡Έ πŸ‡ΊπŸ‡¦ \nPenn State alum", "uuid": 12515236 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.2.1", "role": "Depends" }, { "package": "gee", "role": "Imports" }, { "package": "expm", "role": "Imports" }, { "package": "splines", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "energy", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "lxh37", "count": 3, "uuid": 15691493 }, { "user": "dziakj1", "count": 1, "uuid": 12515236 } ], "_userbio": { "uuid": 12515236, "type": "user", "name": "John J. 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