{ "_id": "6a1034d7acfb0bcc41c9983f", "Package": "EBEN", "Type": "Package", "Title": "Empirical Bayesian Elastic Net", "Version": "5.2", "Date": "2024-10-27", "Authors@R": "c(person(given = \"Anhui\",\nfamily = \"Huang\",\nrole = c(\"aut\", \"cre\"),\nemail = \"anhuihuang@gmail.com\"))", "Maintainer": "Anhui Huang ", "Description": "Provides the Empirical Bayesian Elastic Net for handling\nmulticollinearity in generalized linear regression models. As\na special case of the 'EBglmnet' package (also available on\nCRAN), this package encourages a grouping effects to select\nrelevant variables and estimate the corresponding non-zero\neffects.", "License": "GPL", "Packaged": { "Date": "2026-05-12 07:31:41 UTC", "User": "root" }, "NeedsCompilation": "yes", "Author": "Anhui Huang [aut, cre]", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-10-27 17:00:16 UTC", "RemoteUrl": "https://github.com/cran/EBEN", "RemoteRef": "HEAD", "RemoteSha": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "MD5sum": "07ce9005b4dc3afe3aacfcfe46b10dda", "_user": "cran", "_type": "src", "_file": "EBEN_5.2.tar.gz", "_fileid": "222e224ed275aedd6160812a1ab93b0276972bf5a4c3d957c7c32a87dbb89d11", "_filesize": 314421, "_sha256": "222e224ed275aedd6160812a1ab93b0276972bf5a4c3d957c7c32a87dbb89d11", "_created": "2026-05-12T07:31:41.000Z", "_published": "2026-05-22T10:49:59.604Z", "_distro": "noble", "_jobs": [ { "job": 77364942341, "time": 115, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "6938257822" }, { "job": 77364941795, "time": 107, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6938255764" }, { "job": 77364941958, "time": 138, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6938264543" }, { "job": 77364942299, "time": 111, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6938256416" }, { "job": 77364941876, "time": 161, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6938222820" }, { "job": 77364941615, "time": 81, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7158718500" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/25720065418", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/EBEN", "_commit": { "id": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "author": "Anhui Huang ", "committer": "cran-robot ", "message": "version 5.2\n", "time": 1730048416 }, "_maintainer": { "name": "Anhui Huang", "email": "anhuihuang@gmail.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 575, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/EBEN" }, "_mentions": 1, "_searchresults": 30, "_topics": [ "openblas" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/EBEN.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.1", "date": "2014-06-08" }, { "version": "1.1.1", "date": "2014-06-09" }, { "version": "4.1", "date": "2015-06-26" }, { "version": "4.6", "date": "2015-10-07" }, { "version": "5.1", "date": "2023-05-29" }, { "version": "5.2", "date": "2024-10-27" } ], "_exports": [ "CVonePair", "EBelasticNet.Binomial", "EBelasticNet.BinomialCV", "EBelasticNet.Gaussian", "EBelasticNet.GaussianCV", "EBlassoNEG.Binomial", "EBlassoNEG.BinomialCV", "EBlassoNEG.Gaussian", "EBlassoNEG.GaussianCV", "ijIndex", "lambdaMax" ], "_datasets": [ { "name": "BASIS", "title": "An Example Data File for the Gauss Model", "object": "BASIS", "file": "BASIS.rda", "class": [ "matrix", "array" ], "fields": [ "m1", "m2", "m3", "m4", "m5", "m6", "m7", "m8", "m9", "m10", "m11", "m12", "m13", "m14", "m15", "m16", "m17", "m18", "m19", "m20", "m21", "m22", "m23", "m24", "m25", "m26", "m27", "m28", "m29", "m30", "m31", "m32", "m33", "m34", "m35", "m36", "m37", "m38", "m39", "m40", "m41", "m42", "m43", "m44", "m45", "m46", "m47", "m48", "m49", "m50", "m51", "m52", "m53", "m54", "m55", "m56", "m57", "m58", "m59", "m60", "m61", "m62", "m63", "m64", "m65", "m66", "m67", "m68", "m69", "m70", "m71", "m72", "m73", "m74", "m75", "m76", "m77", "m78", "m79", "m80", "m81", "m82", "m83", "m84", "m85", "m86", "m87", "m88", "m89", "m90", "m91", "m92", "m93", "m94", "m95", "m96", "m97", "m98", "m99", "m100", "m101", "m102", "m103", "m104", "m105", "m106", "m107", "m108", "m109", "m110", "m111", "m112", "m113", "m114", "m115", "m116", "m117", "m118", "m119", "m120", "m121", "m122", "m123", "m124", "m125", "m126", "m127", "m128", "m129", "m130", "m131", "m132", "m133", "m134", "m135", "m136", "m137", "m138", "m139", "m140", "m141", "m142", "m143", "m144", "m145", "m146", "m147", "m148", "m149", "m150", "m151", "m152", "m153", "m154", "m155", "m156", "m157", "m158", "m159", "m160", "m161", "m162", "m163", "m164", "m165", "m166", "m167", "m168", "m169", "m170", "m171", "m172", "m173", "m174", "m175", "m176", "m177", "m178", "m179", "m180", "m181", "m182", "m183", "m184", "m185", "m186", "m187", "m188", "m189", "m190", "m191", "m192", "m193", "m194", "m195", "m196", "m197", "m198", "m199", "m200", "m201", "m202", "m203", "m204", "m205", "m206", "m207", "m208", "m209", "m210", "m211", "m212", "m213", "m214", "m215", "m216", "m217", "m218", "m219", "m220", "m221", "m222", "m223", "m224", "m225", "m226", "m227", "m228", "m229", "m230", "m231", "m232", "m233", "m234", "m235", "m236", "m237", "m238", "m239", "m240", "m241", "m242", "m243", "m244", "m245", "m246", "m247", "m248", "m249", "m250", "m251", "m252", "m253", "m254", "m255", "m256", "m257", "m258", "m259", "m260", "m261", "m262", "m263", "m264", "m265", "m266", "m267", "m268", "m269", "m270", "m271", "m272", "m273", "m274", "m275", "m276", "m277", "m278", "m279", "m280", "m281", "m282", "m283", "m284", "m285", "m286", "m287", "m288", "m289", "m290", "m291", "m292", "m293", "m294", "m295", "m296", "m297", "m298", "m299", "m300", "m301", "m302", "m303", "m304", "m305", "m306", "m307", "m308", "m309", "m310", "m311", "m312", "m313", "m314", "m315", "m316", "m317", "m318", "m319", "m320", "m321", "m322", "m323", "m324", "m325", "m326", "m327", "m328", "m329", "m330", "m331", "m332", "m333", "m334", "m335", "m336", "m337", "m338", "m339", "m340", "m341", "m342", "m343", "m344", "m345", "m346", "m347", "m348", "m349", "m350", "m351", "m352", "m353", "m354", "m355", "m356", "m357", "m358", "m359", "m360", "m361", "m362", "m363", "m364", "m365", "m366", "m367", "m368", "m369", "m370", "m371", "m372", "m373", "m374", "m375", "m376", "m377", "m378", "m379", "m380", "m381", "m382", "m383", "m384", "m385", "m386", "m387", "m388", "m389", "m390", "m391", "m392", "m393", "m394", "m395", "m396", "m397", "m398", "m399", "m400", "m401", "m402", "m403", "m404", "m405", "m406", "m407", "m408", "m409", "m410", "m411", "m412", "m413", "m414", "m415", "m416", "m417", "m418", "m419", "m420", "m421", "m422", "m423", "m424", "m425", "m426", "m427", "m428", "m429", "m430", "m431", "m432", "m433", "m434", "m435", "m436", "m437", "m438", "m439", "m440", "m441", "m442", "m443", "m444", "m445", "m446", "m447", "m448", "m449", "m450", "m451", "m452", "m453", "m454", "m455", "m456", "m457", "m458", "m459", "m460", "m461", "m462", "m463", "m464", "m465", "m466", "m467", "m468", "m469", "m470", "m471", "m472", "m473", "m474", "m475", "m476", "m477", "m478", "m479", "m480", "m481" ], "rows": 1000, "table": true, "tojson": true }, { "name": "BASISbinomial", "title": "An Example Data File for the Binomial Model", "object": "BASISbinomial", "file": "BASISbinomial.rda", "class": [ "matrix", "array" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11", "V12", "V13", "V14", "V15", "V16", "V17", "V18", "V19", "V20", "V21", "V22", "V23", "V24", "V25", "V26", "V27", "V28", "V29", "V30", "V31", "V32", "V33", "V34", "V35", "V36", "V37", "V38", "V39", "V40", "V41", "V42", "V43", "V44", "V45", "V46", "V47", "V48", "V49", "V50", "V51", "V52", "V53", "V54", "V55", "V56", "V57", "V58", "V59", "V60", "V61", "V62", "V63", "V64", "V65", "V66", "V67", "V68", "V69", "V70", "V71", "V72", "V73", "V74", "V75", "V76", "V77", "V78", "V79", "V80", "V81", "V82", "V83", "V84", "V85", "V86", "V87", "V88", "V89", "V90", "V91", "V92", "V93", "V94", "V95", "V96", "V97", "V98", "V99", "V100", "V101", "V102", "V103", "V104", "V105", "V106", "V107", "V108", "V109", "V110", "V111", "V112", "V113", "V114", "V115", "V116", "V117", "V118", "V119", "V120", "V121", "V122", "V123", "V124", "V125", "V126", "V127", "V128", "V129", "V130", "V131", "V132", "V133", "V134", "V135", "V136", "V137", "V138", "V139", "V140", "V141", "V142", "V143", "V144", "V145", "V146", "V147", "V148", "V149", "V150", "V151", "V152", "V153", "V154", "V155", "V156", "V157", "V158", "V159", "V160", "V161", "V162", "V163", "V164", "V165", "V166", "V167", "V168", "V169", "V170", "V171", "V172", "V173", "V174", "V175", "V176", "V177", "V178", "V179", "V180", "V181", "V182", "V183", "V184", "V185", "V186", "V187", "V188", "V189", "V190", "V191", "V192", "V193", "V194", "V195", "V196", "V197", "V198", "V199", "V200", "V201", "V202", "V203", "V204", "V205", "V206", "V207", "V208", "V209", "V210", "V211", "V212", "V213", "V214", "V215", "V216", "V217", "V218", "V219", "V220", "V221", "V222", "V223", "V224", "V225", "V226", "V227", "V228", "V229", "V230", "V231", "V232", "V233", "V234", "V235", "V236", "V237", "V238", "V239", "V240", "V241", "V242", "V243", "V244", "V245", "V246", "V247", "V248", "V249", "V250", "V251", "V252", "V253", "V254", "V255", "V256", "V257", "V258", "V259", "V260", "V261", "V262", "V263", "V264", "V265", "V266", "V267", "V268", "V269", "V270", "V271", "V272", "V273", "V274", "V275", "V276", "V277", "V278", "V279", "V280", "V281", "V282", "V283", "V284", "V285", "V286", "V287", "V288", "V289", "V290", "V291", "V292", "V293", "V294", "V295", "V296", "V297", "V298", "V299", "V300", "V301", "V302", "V303", "V304", "V305", "V306", "V307", "V308", "V309", "V310", "V311", "V312", "V313", "V314", "V315", "V316", "V317", "V318", "V319", "V320", "V321", "V322", "V323", "V324", "V325", "V326", "V327", "V328", "V329", "V330", "V331", "V332", "V333", "V334", "V335", "V336", "V337", "V338", "V339", "V340", "V341", "V342", "V343", "V344", "V345", "V346", "V347", "V348", "V349", "V350", "V351", "V352", "V353", "V354", "V355", "V356", "V357", "V358", "V359", "V360", "V361", "V362", "V363", "V364", "V365", "V366", "V367", "V368", "V369", "V370", "V371", "V372", "V373", "V374", "V375", "V376", "V377", "V378", "V379", "V380", "V381", "V382", "V383", "V384", "V385", "V386", "V387", "V388", "V389", "V390", "V391", "V392", "V393", "V394", "V395", "V396", "V397", "V398", "V399", "V400", "V401", "V402", "V403", "V404", "V405", "V406", "V407", "V408", "V409", "V410", "V411", "V412", "V413", "V414", "V415", "V416", "V417", "V418", "V419", "V420", "V421", "V422", "V423", "V424", "V425", "V426", "V427", "V428", "V429", "V430", "V431", "V432", "V433", "V434", "V435", "V436", "V437", "V438", "V439", "V440", "V441", "V442", "V443", "V444", "V445", "V446", "V447", "V448", "V449", "V450", "V451", "V452", "V453", "V454", "V455", "V456", "V457", "V458", "V459", "V460", "V461", "V462", "V463", "V464", "V465", "V466", "V467", "V468", "V469", "V470", "V471", "V472", "V473", "V474", "V475", "V476", "V477", "V478", "V479", "V480", "V481" ], "rows": 500, "table": true, "tojson": true }, { "name": "y", "title": "Sample Response Data for Gaussian Model", "object": "y", "file": "y.rda", "class": [ "matrix", "array" ], "fields": {}, "rows": 1000, "table": true, "tojson": true }, { "name": "yBinomial", "title": "Sample Variable Data for Binomial Model", "object": "yBinomial", "file": "yBinomial.rda", "class": [ "matrix", "array" ], "fields": [ "V1" ], "rows": 500, "table": true, "tojson": true } ], "_help": [ { "page": "EBEN-package", "title": "Empirical Bayesian Elastic Net (EBEN)", "topics": [ "EBEN-package", "EBEN" ] }, { "page": "BASIS", "title": "An Example Data File for the Gauss Model", "topics": [ "BASIS" ] }, { "page": "BASISbinomial", "title": "An Example Data File for the Binomial Model", "topics": [ "BASISbinomial" ] }, { "page": "EBelasticNet.Binomial", "title": "The EB Elastic Net Algorithm for Binomial Model with Normal-Gamma(NG) Prior Distribution", "topics": [ "EBelasticNet.Binomial" ] }, { "page": "EBelasticNet.BinomialCV", "title": "Cross Validation (CV) Function to Determine Hyperparameter of the EB_Elastic Net Algorithm for Binomial Model with Normal-Gamma (NG) Prior Distribution", "topics": [ "EBelasticNet.BinomialCV" ] }, { "page": "EBelasticNet.Gaussian", "title": "The EB Elastic Net Algorithm for Gaussian Model", "topics": [ "EBelasticNet.Gaussian" ] }, { "page": "EBelasticNet.GaussianCV", "title": "Cross Validation (CV) Function to Determine Hyperparameters of the EBEN Algorithm for Gaussian Model", "topics": [ "EBelasticNet.GaussianCV" ] }, { "page": "EBlassoNEG.Binomial", "title": "The EBlasso Algorithm for Binomial Model with Normal-Exponential-Gamma (NEG) Prior Distribution", "topics": [ "EBlassoNEG.Binomial" ] }, { "page": "EBlassoNEG.BinomialCV", "title": "Cross Validation (CV) Function to Determine Hyperparameters of the EBlasso Algorithm for Binomial Model with Normal-Exponential-Gamma (NEG) Prior Distribution", "topics": [ "EBlassoNEG.BinomialCV" ] }, { "page": "EBlassoNEG.Gaussian", "title": "The EBlasso Algorithm for Gaussian Model with Normal-Exponential-Gamma (NEG) Prior Distribution", "topics": [ "EBlassoNEG.Gaussian" ] }, { "page": "EBlassoNEG.GaussianCV", "title": "Cross Validation (CV) Function to Determine Hyperparameters of the EBlasso Algorithm for Gaussian Model with Normal-Exponential-Gamma (NEG) Prior Distribution", "topics": [ "EBlassoNEG.GaussianCV" ] }, { "page": "y", "title": "Sample Response Data for Gaussian Model", "topics": [ "y" ] }, { "page": "yBinomial", "title": "Sample Variable Data for Binomial Model", "topics": [ "yBinomial" ] } ], "_readme": "https://github.com/cran/EBEN/raw/HEAD/README.md", "_rundeps": [], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" } ], "_score": 2.1760912590556813, "_indexed": true, "_nocasepkg": "eben", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "5.2", "date": "2026-05-12T07:33:45.000Z", "distro": "noble", "arch": "aarch64", "commit": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "fileid": "32e9e69d7223fc79c5d6bbbbdfca6cd1a91873d926441d48edd7e08c7ebe62c6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25720065418" }, { "r": "4.7.0", "os": "linux", "version": "5.2", "date": "2026-05-12T07:33:35.000Z", "distro": "noble", "arch": "x86_64", "commit": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "fileid": "4551d2c9f8e8e2b034255ee3fea0269ac9cd09365b6a90ac3cdb356bd7917d23", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25720065418" }, { "r": "4.6.0", "os": "linux", "version": "5.2", "date": "2026-05-12T07:34:08.000Z", "distro": "noble", "arch": "aarch64", "commit": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "fileid": "5c0791df59bcc9bc95a1b8d28215c4c169d32c4024755f1b6cec0dc8afeaa167", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25720065418" }, { "r": "4.6.0", "os": "linux", "version": "5.2", "date": "2026-05-12T07:33:35.000Z", "distro": "noble", "arch": "x86_64", "commit": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "fileid": "acca8bf0ba5d9b2e2ab07f29f2402fa9721ef55128652ca2df382968c005cb9a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25720065418" }, { "r": "4.6.0", "os": "wasm", "version": "5.2", "date": "2026-05-22T10:49:45.000Z", "arch": "emscripten", "commit": "6b80cd6d950bb7a7c5800f853f55b7d5e8ffec6c", "fileid": "fdee114856c0685241be778b392e221e8beaeb32dc36400d101c4cadfbc77c21", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/25720065418" } ] }