{ "_id": "6a49b212dbd0482285eb5451", "Package": "SOIL", "Type": "Package", "Title": "Sparsity Oriented Importance Learning", "Version": "1.1", "Date": "2017-09-20", "Author": "Chenglong Ye , Yi Yang ,\nYuhong Yang ", "Maintainer": "Yi Yang ", "Description": "Sparsity Oriented Importance Learning (SOIL) provides a\nnew variable importance measure for high dimensional linear\nregression and logistic regression from a sparse penalization\nperspective, by taking into account the variable selection\nuncertainty via the use of a sensible model weighting. The\npackage is an implementation of Ye, C., Yang, Y., and Yang, Y.\n(2017+).", "License": "GPL-2", "URL": "https://github.com/emeryyi/SOIL", "Packaged": { "Date": "2026-06-19 11:17:57 UTC", "User": "root" }, "NeedsCompilation": "no", "Repository": "https://archer-yang-lab.r-universe.dev", "Date/Publication": "2017-10-18 01:51:55 UTC", "RemoteUrl": "https://github.com/archer-yang-lab/soil", "RemoteRef": "HEAD", "RemoteSha": "9013bb4f3becf16910042d49f357683ae923daaf", "_user": "archer-yang-lab", "_type": "src", "_file": "SOIL_1.1.tar.gz", "_fileid": "https://r2.ropensci.org/db6752184043536965657e9ae3a50f88902868099d9e72e9fcdc34efb0065030", "_filesize": 87764, "_sha256": "db6752184043536965657e9ae3a50f88902868099d9e72e9fcdc34efb0065030", "_expires": "2026-10-13T01:23:28.000Z", "_created": "2026-06-19T11:17:57.000Z", "_published": "2026-07-05T01:23:30.391Z", "_jobs": [ { "job": 85182262569, "time": 117, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7748430206" }, { "job": 85182262555, "time": 113, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7748428823" }, { "job": 85182262575, "time": 87, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7748420651" }, { "job": 85182262559, "time": 102, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7748425326" }, { "job": 85182262468, "time": 171, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7748393920" }, { "job": 85182262561, "time": 98, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7748424399" }, { "job": 85182262565, "time": 80, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7748419031" }, { "job": 85182262572, "time": 88, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7748421346" }, { "job": 85182262463, "time": 86, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7748420968" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839", "_status": "success", "_upstream": "https://github.com/archer-yang-lab/soil", "_commit": { "id": "9013bb4f3becf16910042d49f357683ae923daaf", "author": "yi yang ", "committer": "yi yang ", "message": "1. add travis CI\n", "time": 1508291515 }, "_maintainer": { "name": "Yi Yang", "email": "yi.yang6@mcgill.ca", "login": "archer-yang-lab", "description": "", "uuid": 656945 }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "stats", "role": "Imports" }, { "package": "glmnet", "role": "Imports" }, { "package": "ncvreg", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "brglm2", "role": "Imports" } ], "_owner": "archer-yang-lab", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "mcgillstat", "count": 6, "uuid": 34215490 } ], "_userbio": { "uuid": 656945, "type": "user", "name": "Yang Lab", "followers": 44 }, "_downloads": { "count": 543, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/SOIL" }, "_mentions": 1, "_devurl": "https://github.com/emeryyi/soil", "_searchresults": 20, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/SOIL.html", "manual.pdf" ], "_homeurl": "https://github.com/archer-yang-lab/soil", "_realowner": "archer-yang-lab", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2016-07-07" }, { "version": "1.1", "date": "2017-09-20" } ], "_exports": [ "SOIL" ], "_help": [ { "page": "soil", "title": "Sparsity Oriented Importance Learning (SOIL)", "topics": [ "SOIL" ] } ], "_rundeps": [ "brglm2", "codetools", "enrichwith", "foreach", "glmnet", "iterators", "lattice", "MASS", "Matrix", "ncvreg", "nleqslv", "nnet", "numDeriv", "Rcpp", "RcppEigen", "shape", "statmod", "survival" ], "_score": 2.6020599913279625, "_indexed": true, "_nocasepkg": "soil", "_universes": [ "archer-yang-lab", "emeryyi" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1", "date": "2026-06-19T11:19:47.000Z", "distro": "noble", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/ebd7ded7690ddd6e820d30ab3ee2e001b4b135d5a2b51fc7e2c926d392a87a2e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.6.0", "os": "linux", "version": "1.1", "date": "2026-06-19T11:19:43.000Z", "distro": "noble", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/bab1e3aa1964979e8c9fbf74381f64b7b8bf538bc31f23940323c3ef3e8587d6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.5.3", "os": "mac", "version": "1.1", "date": "2026-06-19T11:19:25.000Z", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/606cec3f3cc36cc8e7106883c36fb106fcf33a00130a09937fa0bde786e6b3ce", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.6.0", "os": "mac", "version": "1.1", "date": "2026-06-19T11:19:34.000Z", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/ec6c3a77c0901ad01473a3998cec7ec95d085441efa2500a1755be698ffd0475", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.6.0", "os": "wasm", "version": "1.1", "date": "2026-06-19T11:19:53.000Z", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/f5063cb76848de0355e97e6454e7852b13250b59e41e2add7146ef527572efab", "status": "success", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.7.0", "os": "win", "version": "1.1", "date": "2026-06-19T11:19:06.000Z", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/f81f45dd036084afb4cf27cd1f55d4d149167aa62bc3d377fd16955c804e2212", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.5.3", "os": "win", "version": "1.1", "date": "2026-06-19T11:19:15.000Z", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/f2f07e8cccfdc0bd8f131ab8b25601655ed7485964ebeea7cd85a420d319faaa", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" }, { "r": "4.6.0", "os": "win", "version": "1.1", "date": "2026-06-19T11:19:10.000Z", "commit": "9013bb4f3becf16910042d49f357683ae923daaf", "fileid": "https://r2.ropensci.org/ff8771ac0a340491148cd1a7590fc1f6f610ef9807e012ab1b7993eb99c0d38c", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/archer-yang-lab/actions/runs/27822420839" } ] }