{ "_id": "6ab7ab1d99f7aa8c6aa33930", "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": "2026-09-26 11:20:17 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/43d900349aab4d2048d0acebdcc8c7c8ca62d6f20712a17f43c83615661691ad", "_filesize": 175785, "_sha256": "43d900349aab4d2048d0acebdcc8c7c8ca62d6f20712a17f43c83615661691ad", "_expires": "2027-01-04T11:23:07.000Z", "_created": "2026-09-26T11:20:17.000Z", "_published": "2026-09-26T11:23:09.005Z", "_jobs": [ { "job": 108394618084, "time": 125, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10905391211" }, { "job": 108394618152, "time": 131, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10905147436" }, { "job": 108394618097, "time": 77, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "10905535719" }, { "job": 108394618106, "time": 105, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "10904707046" }, { "job": 108394170612, "time": 190, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10905356093" }, { "job": 108394618064, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10905007884" }, { "job": 108394618188, "time": 85, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10905580645" }, { "job": 108394618147, "time": 71, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "10904791892" }, { "job": 108394618187, "time": 85, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10904522673" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/dziakj1/actions/runs/36238336350", "_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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