{ "_id": "6a3658b33efcd9bda44037b2", "Package": "EFM", "Version": "1.3.0", "Title": "Elliptical Factor Models", "Authors@R": "c(person(given = \"Guangbao\", family = \"Guo\", role = c(\"aut\", \"cre\"), email = \"ggb11111111@163.com\"),\nperson(given = \"Yuanyuan\", family = \"Zhou\", role = \"aut\"))", "Description": "The elliptical factor model, as an extension of the\ntraditional factor model, effectively overcomes the limitations\nof the traditional model when dealing with heavy-tailed\ncharacteristic data. This package implements sparse principal\ncomponent methods (SPC) and bi-sparse online principal\ncomponent estimation (SPOC) for parameter estimation. Includes\nfunctionality for calculating mean squared error, relative\nerror, and loading matrix sparsity.The philosophy of the\npackage is described in Guo G. (2023)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "NeedsCompilation": "no", "Language": "en-US", "Maintainer": "Guangbao Guo ", "Packaged": { "Date": "2026-06-20 09:06:41 UTC", "User": "root" }, "Author": "Guangbao Guo [aut, cre], Yuanyuan Zhou [aut]", "Repository": "https://guangbaog.r-universe.dev", "Date/Publication": "2025-11-14 02:17:18 UTC", "RemoteUrl": "https://github.com/cran/EFM", "RemoteRef": "HEAD", "RemoteSha": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "MD5sum": "b172b4fda989b28c91bb0bfc9d3dc727", "_user": "guangbaog", "_type": "src", "_file": "EFM_1.3.0.tar.gz", "_fileid": "3a5768022ae55a13ba4403c73097d24c65f78751e7baaa28b9a905d68a1b48cd", "_filesize": 105843, "_sha256": "3a5768022ae55a13ba4403c73097d24c65f78751e7baaa28b9a905d68a1b48cd", "_created": "2026-06-20T09:06:41.000Z", "_published": "2026-06-20T09:09:07.759Z", "_distro": "noble", "_jobs": [ { "job": 82471407692, "time": 116, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7763960455" }, { "job": 82471407716, "time": 118, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7763960764" }, { "job": 82471407684, "time": 88, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7763956470" }, { "job": 82471407709, "time": 79, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7763955490" }, { "job": 82471257954, "time": 143, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7763945118" }, { "job": 82471407694, "time": 100, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7763958131" }, { "job": 82471407725, "time": 70, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7763954286" }, { "job": 82471407697, "time": 75, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7763954908" }, { "job": 82471407718, "time": 67, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7763953843" } ], "_buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/EFM", "_commit": { "id": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "author": "Guangbao Guo ", "committer": "cran-robot ", "message": "version 1.3.0\n", "time": 1763086638 }, "_maintainer": { "name": "Guangbao Guo", "email": "ggb11111111@163.com", "login": "guangbaog", "description": "", "uuid": 141387511 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "MASS", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "SOPC", "role": "Imports" }, { "package": "matrixcalc", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "pracma", "role": "Suggests" }, { "package": "psych", "role": "Suggests" }, { "package": "sn", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-43", "n": 1 }, { "week": "2025-46", "n": 1 } ], "_tags": [ { "name": "0.5.0", "date": "2025-10-21" }, { "name": "1.3.0", "date": "2025-11-14" } ], "_stars": 0, "_contributors": [ { "user": "guangbaog", "count": 2, "uuid": 141387511 } ], "_userbio": { "uuid": 141387511, "type": "user", "name": "Guangbao Guo", "followers": 3 }, "_downloads": { "count": 175, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/EFM" }, "_searchresults": 3, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/EFM.html", "LICENSE", "manual.pdf" ], "_realowner": "guangbaog", "_cranurl": false, "_releases": [ { "version": "0.5.0", "date": "2025-10-21" }, { "version": "1.3.0", "date": "2025-11-14" } ], "_exports": [ "EFM", "elliptical_errors", "FanPC.EFM", "PC1.EFM", "PPC1.EFM", "SOPC.EFM" ], "_help": [ { "page": "EFM", "title": "The EFM function is to generate Elliptical Factor Models data.", "topics": [ "EFM" ] }, { "page": "elliptical_errors", "title": "Calculate errors for elliptical distributions", "topics": [ "elliptical_errors" ] }, { "page": "FanPC.EFM", "title": "Apply the FanPC method to the Elliptical Factor Model", "topics": [ "FanPC.EFM" ] }, { "page": "incremental_perturb_pca", "title": "Incremental Perturbation PCA", "topics": [ "incremental_perturb_pca" ] }, { "page": "PC1.EFM", "title": "Apply the PC method to the Elliptical Factor Model", "topics": [ "PC1.EFM" ] }, { "page": "PPC", "title": "PPC: Principal Projection Components", "topics": [ "PPC" ] }, { "page": "PPC1.EFM", "title": "Apply the PPC method to the Elliptical Factor Model", "topics": [ "PPC1.EFM" ] }, { "page": "robust_perturb_pca", "title": "Random Perturbation Robust PCA", "topics": [ "robust_perturb_pca" ] }, { "page": "SOPC.EFM", "title": "SOPC Estimation Function for Elliptical Factor Model", "topics": [ "SOPC.EFM" ] } ], "_rundeps": [ "elasticnet", "lars", "magrittr", "MASS", "matrixcalc", "SOPC" ], "_score": 1.3010299956639813, "_indexed": true, "_nocasepkg": "efm", "_universes": [ "guangbaog" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.0", "date": "2026-06-20T09:08:41.000Z", "distro": "noble", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "e2cff11f1dfe0869e8518c58afa60fcc984b5bc61eeb5d76cb49809ff473e191", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.6.0", "os": "linux", "version": "1.3.0", "date": "2026-06-20T09:08:42.000Z", "distro": "noble", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "473d78d6765f8182a619887f462154e044b5ac27e4be79bf31cb3b4036cd8473", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.5.3", "os": "mac", "version": "1.3.0", "date": "2026-06-20T09:08:13.000Z", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "1babc6651af185cc38e5d9ddd4e6906cf7a771289497667fc0879fdf3b3ddb27", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.6.0", "os": "mac", "version": "1.3.0", "date": "2026-06-20T09:08:07.000Z", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "7f40ddc869dd86ea90d077751a781216ff11c8f5df1527d78cea690afc935e8e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.0", "date": "2026-06-20T09:08:35.000Z", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "2365964b46fa99b9005378f1ca933a5bcb412665c3182c46e5e88afd5154f0c2", "status": "success", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.7.0", "os": "win", "version": "1.3.0", "date": "2026-06-20T09:07:51.000Z", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "284b49e63de0a391bd0dddfe3ced2ec1c62b17b57637c784f903b42b1702d93d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.5.3", "os": "win", "version": "1.3.0", "date": "2026-06-20T09:07:55.000Z", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "6fa48ef6f9ddb19906eb93a77524a4e1fc66d58028d1a19709899bec5e9c7e37", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" }, { "r": "4.6.0", "os": "win", "version": "1.3.0", "date": "2026-06-20T09:07:48.000Z", "commit": "8b08f93fa3d609fed10d08f082c4ab730039ea81", "fileid": "c46b8bdfba05a06ef2db46dcfa4f0b07d12fdb5ce5bd84009176028a62c9ef1d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/27866451926" } ] }