{ "_id": "6a213871cd65a98ecbd27469", "Package": "joinet", "Version": "1.0.0", "Title": "Penalised Multivariate Regression ('Multi-Target Learning')", "Description": "Implements penalised multivariate regression (i.e., for\nmultiple outcomes and many features) by stacked generalisation\n(). For positively\ncorrelated outcomes, a single multivariate regression is\ntypically more predictive than multiple univariate regressions.\nIncludes functions for model fitting, extracting coefficients,\noutcome prediction, and performance measurement. For optional\ncomparisons, install 'remMap' from GitHub\n().", "Authors@R": "person(given=\"Armin\",family=\"Rauschenberger\",email=\"armin.rauschenberger@uni.lu\",role=c(\"aut\",\"cre\"),comment=c(ORCID=\"0000-0001-6498-4801\"))", "License": "GPL-3", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.2", "URL": "https://github.com/rauschenberger/joinet,\nhttps://rauschenberger.github.io/joinet/", "BugReports": "https://github.com/rauschenberger/joinet/issues", "Repository": "https://rauschenberger.r-universe.dev", "Date/Publication": "2024-09-27 06:01:46 UTC", "RemoteUrl": "https://github.com/rauschenberger/joinet", "RemoteRef": "HEAD", "RemoteSha": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 08:30:59 UTC", "User": "root" }, "Author": "Armin Rauschenberger [aut, cre] (ORCID:\n)", "Maintainer": "Armin Rauschenberger ", "MD5sum": "8d476e07ae43b86346f825f2ea7ba004", "_user": "rauschenberger", "_type": "src", "_file": "joinet_1.0.0.tar.gz", "_fileid": "8d8e1016ac6cf9b4bfbd3b5d03364db997a1c0cda2dc3eeaa526a823ffa76e8f", "_filesize": 186359, "_sha256": "8d8e1016ac6cf9b4bfbd3b5d03364db997a1c0cda2dc3eeaa526a823ffa76e8f", "_created": "2026-06-04T08:30:59.000Z", "_published": "2026-06-04T08:33:53.740Z", "_distro": "noble", "_jobs": [ { "job": 79480237388, "time": 144, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7406738305" }, { "job": 79480237358, "time": 142, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7406737506" }, { "job": 79480237579, "time": 92, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7406719583" }, { "job": 79480237380, "time": 114, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7406727253" }, { "job": 79479681987, "time": 198, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7406686617" }, { "job": 79480237373, "time": 124, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7406730962" }, { "job": 79480237513, "time": 110, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7406726125" }, { "job": 79480237368, "time": 145, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7406738782" }, { "job": 79480237365, "time": 85, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7406717798" } ], "_buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rauschenberger/joinet", "_commit": { "id": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "author": "Armin ", "committer": "Armin ", "message": "add single quotes\n", "time": 1727416906 }, "_maintainer": { "name": "Armin Rauschenberger", "email": "armin.rauschenberger@uni.lu", "login": "rauschenberger", "orcid": "0000-0001-6498-4801", "description": "", "uuid": 14272654 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.0", "role": "Depends" }, { "package": "glmnet", "role": "Imports" }, { "package": "palasso", "role": "Imports" }, { "package": "cornet", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "mice", "role": "Suggests" }, { "package": "earth", "role": "Suggests" }, { "package": "spls", "role": "Suggests" }, { "package": "MRCE", "role": "Suggests" }, { "package": "remMap", "role": "Suggests" }, { "package": "MultivariateRandomForest", "role": "Suggests" }, { "package": "SiER", "role": "Suggests" }, { "package": "mcen", "role": "Suggests" }, { "package": "GPM", "role": "Suggests" }, { "package": "RMTL", "role": "Suggests" }, { "package": "MTPS", "role": "Suggests" } ], "_owner": "rauschenberger", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 4, "_contributors": [ { "user": "rauschenberger", "count": 121, "uuid": 14272654 } ], "_userbio": { "uuid": 14272654, "type": "user", "name": "Armin Rauschenberger" }, "_downloads": { "count": 301, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/joinet" }, "_devurl": "https://github.com/rauschenberger/joinet", "_pkgdown": "https://rauschenberger.github.io/joinet/", "_searchresults": 8, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/joinet.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/rauschenberger/joinet", "_realowner": "rauschenberger", "_cranurl": true, "_releases": [ { "version": "0.0.1", "date": "2019-08-03" }, { "version": "0.0.2", "date": "2019-08-08" }, { "version": "0.0.3", "date": "2019-11-13" }, { "version": "0.0.5", "date": "2020-10-03" }, { "version": "0.0.6", "date": "2020-11-23" }, { "version": "0.0.7", "date": "2021-03-09" }, { "version": "0.0.8", "date": "2021-07-16" }, { "version": "0.0.9", "date": "2021-07-16" }, { "version": "0.0.10", "date": "2021-08-09" }, { "version": "1.0.0", "date": "2024-09-27" } ], "_exports": [ "cv.joinet", "joinet" ], "_help": [ { "page": "joinet-package", "title": "Multivariate Elastic Net Regression", "topics": [ "joinet-package" ] }, { "page": "coef.joinet", "title": "Extract Coefficients", "topics": [ "coef.joinet" ] }, { "page": "cv.joinet", "title": "Model comparison", "topics": [ "cv.joinet" ] }, { "page": "joinet", "title": "Multivariate Elastic Net Regression", "topics": [ "joinet" ] }, { "page": "predict.joinet", "title": "Make Predictions", "topics": [ "predict.joinet" ] }, { "page": "weights.joinet", "title": "Extract Weights", "topics": [ "weights.joinet" ] } ], "_readme": "https://github.com/rauschenberger/joinet/raw/HEAD/README.md", "_rundeps": [ "codetools", "cornet", "foreach", "glmnet", "iterators", "lattice", "Matrix", "palasso", "Rcpp", "RcppEigen", "shape", "survival" ], "_vignettes": [ { "source": "script.Rmd", "filename": "script.html", "title": "Multivariate Elastic Net Regression", "engine": "knitr::rmarkdown", "headings": [ "Simulation", "Application" ], "created": "2020-12-01 08:45:11", "modified": "2021-07-14 13:58:11", "commits": 6 }, { "source": "article.Rmd", "filename": "article.html", "title": "Multivariate Elastic Net Regression", "engine": "knitr::rmarkdown", "headings": [ "Predicting correlated outcomes from molecular data", "Abstract", "Full text (open access)" ], "created": "2019-03-18 09:53:02", "modified": "2024-09-27 06:01:12", "commits": 15 }, { "source": "vignette.Rmd", "filename": "vignette.html", "title": "Multivariate Elastic Net Regression", "engine": "knitr::rmarkdown", "headings": [ "Installation", "Initialisation", "Simulation", "Application", "Reference" ], "created": "2018-06-14 09:52:44", "modified": "2024-09-27 06:01:12", "commits": 37 } ], "_score": 5.2552725051033065, "_indexed": true, "_nocasepkg": "joinet", "_universes": [ "rauschenberger" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-06-04T08:33:19.000Z", "distro": "noble", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "bd2b8611741c461b49aa940fc69fa8eab585118557077190f95b47640f00ab2b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-06-04T08:33:16.000Z", "distro": "noble", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "940faa3ab1e07ef373a9c5158f5c4c73e6404534ffaaa5c0ca421aca4e139a3c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-06-04T08:32:30.000Z", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "d2ea8fc59d758c90f362370f72ba199052a65ea4d9dec4bafb31d36df7649083", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.6.0", "os": "mac", "version": "1.0.0", "date": "2026-06-04T08:32:46.000Z", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "0bbbb9e0c2aec8b6b3392a087a92f34527bde2ade155594e96da7b95daf4b186", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-06-04T08:33:16.000Z", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "938e61b080e726ec6b4b1290b784b35b2276b244a7f8e067eef9d9d182e1e114", "status": "success", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-06-04T08:32:36.000Z", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "8460d74b33ad855994481b789f858babc346b3548115cbdd977f715fd7081db4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-06-04T08:33:10.000Z", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "03556510e43900068a1f3820600cc350444dbd166887b25e850467179695ad23", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" }, { "r": "4.6.0", "os": "win", "version": "1.0.0", "date": "2026-06-04T08:32:13.000Z", "commit": "d5f0b581288f0231a6c9d5e4d1d7de3a412a1aa9", "fileid": "9d80cc32d059c9a5e7dcaf1d21554a75e605158fac179fdd9d492a57b645a4de", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26940230510" } ] }