{ "_id": "6a1033dcacfb0bcc41c98b22", "Package": "GSE", "Type": "Package", "Title": "Robust Estimation in the Presence of Cellwise and Casewise\nContamination and Missing Data", "Version": "4.2-4", "Date": "2026-02-10", "Authors@R": "c(person(given = \"Andy\",\nfamily = \"Leung\",\nrole = \"aut\"),\nperson(given = \"Mike\",\nfamily = \"Danilov\",\nrole = \"aut\"),\nperson(given = \"Victor\",\nfamily = \"Yohai\",\nrole = \"aut\"),\nperson(given = \"Ruben\",\nfamily = \"Zamar\",\nrole = \"aut\"),\nperson(given = \"Claudio\",\nfamily = \"Agostinelli\",\nrole = \"cre\",\nemail = \"claudio.agostinelli@unitn.it\"))", "Description": "Robust Estimation of Multivariate Location and Scatter in\nthe Presence of Cellwise and Casewise Contamination and Missing\nData.", "License": "GPL (>= 2)", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-12 07:59:10 UTC", "User": "root" }, "Author": "Andy Leung [aut], Mike Danilov [aut], Victor Yohai [aut], Ruben\nZamar [aut], Claudio Agostinelli [cre]", "Maintainer": "Claudio Agostinelli ", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://claudioagostinelli.r-universe.dev", "Date/Publication": "2026-02-11 06:11:13 UTC", "RemoteUrl": "https://github.com/cran/GSE", "RemoteRef": "HEAD", "RemoteSha": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "MD5sum": "75724ddbc043a73750135524f63e0516", "_user": "claudioagostinelli", "_type": "src", "_file": "GSE_4.2-4.tar.gz", "_fileid": "4c69a82abbfac48c2b0dceeacdcc4d3e7c507a7ece594cf10b9858fe65ed43a0", "_filesize": 353073, "_sha256": "4c69a82abbfac48c2b0dceeacdcc4d3e7c507a7ece594cf10b9858fe65ed43a0", "_created": "2026-05-12T07:59:10.000Z", "_published": "2026-05-22T10:45:48.163Z", "_distro": "noble", "_jobs": [ { "job": 77364182633, "time": 192, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "6938779687" }, { "job": 77364182413, "time": 182, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6938778760" }, { "job": 77364182827, "time": 212, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6938785852" }, { "job": 77364182636, "time": 176, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6938776801" }, { "job": 77364182932, "time": 203, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6938775632" }, { "job": 77364182740, "time": 460, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "6938853027" }, { "job": 77364182456, "time": 150, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6938762701" }, { "job": 77364182509, "time": 309, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6938805300" }, { "job": 77364181984, "time": 210, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6938721000" }, { "job": 77364182014, "time": 132, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7158646372" }, { "job": 77364182498, "time": 174, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6938775558" }, { "job": 77364182599, "time": 181, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6938776223" }, { "job": 77364182473, "time": 210, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6938785495" } ], "_buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/GSE", "_commit": { "id": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "author": "Claudio Agostinelli ", "committer": "cran-robot ", "message": "version 4.2-4\n", "time": 1770790273 }, "_maintainer": { "name": "Claudio Agostinelli", "email": "claudio.agostinelli@unitn.it", "login": "claudioagostinelli", "uuid": 13541911 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" }, { "package": "Rcpp", "version": ">= 0.10.0", "role": "Depends" }, { "package": "MASS", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "rrcov", "role": "Imports" }, { "package": "robustbase", "role": "Imports" }, { "package": "cellWise", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "methods", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 4, "_updates": [ { "week": "2025-41", "n": 1 }, { "week": "2026-07", "n": 1 } ], "_tags": [ { "name": "4.2-3", "date": "2025-10-10" }, { "name": "4.2-4", "date": "2026-02-11" } ], "_stars": 0, "_contributors": [ { "user": "claudioagostinelli", "count": 4, "uuid": 13541911 } ], "_userbio": { "uuid": 13541911, "type": "user", "name": "Claudio Agostinelli" }, "_downloads": { "count": 3209, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GSE" }, "_mentions": 20, "_searchresults": 23, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/GSE.html", "manual.pdf" ], "_realowner": "claudioagostinelli", "_cranurl": false, "_releases": [ { "version": "3.0", "date": "2013-06-05" }, { "version": "3.1", "date": "2014-09-25" }, { "version": "3.2", "date": "2015-07-06" }, { "version": "3.2.1", "date": "2015-07-15" }, { "version": "3.2.2", "date": "2015-09-24" }, { "version": "3.2.3", "date": "2015-12-30" }, { "version": "3.3", "date": "2016-02-19" }, { "version": "3.3.1", "date": "2016-08-04" }, { "version": "4.0", "date": "2016-09-05" }, { "version": "4.1", "date": "2016-12-30" }, { "version": "4.2", "date": "2019-04-12" }, { "version": "4.2-1", "date": "2022-12-13" }, { "version": "4.2-3", "date": "2025-10-10" }, { "version": "4.2-4", "date": "2026-02-16" } ], "_exports": [ "CovEM", "emve", "generate.casecontam", "generate.cellcontam", "generate.randcorr", "getDim", "getDist", "getDistAdj", "getFiltDat", "getLocation", "getMissing", "getOutliers", "getScale", "getScatter", "GSE", "gy.filt", "HuberPairwise", "ImpS", "partial.mahalanobis", "plot", "show", "slrt", "summary", "TSGS" ], "_datasets": [ { "name": "auto", "title": "Automobile data", "object": "auto", "file": "auto.rda", "class": [ "data.frame" ], "fields": [ "Normalized-losses", "Make", "Fuel-type", "Aspiration", "Num-of-doors", "Body-style", "Drive-wheels", "Engine-location", "Wheel-base", "Length", "Width", "Height", "Curb-weight", "Engine-type", "Num-of-cylinders", "Engine-size", "Fuel-system", "Bore", "Stroke", "Compression-ratio", "Horsepower", "Peak-rpm", "City-mpg", "Highway-mpg", "Price", "Symboling" ], "rows": 205, "table": true, "tojson": true }, { "name": "boston", "title": "Boston Housing Data", "object": "boston", "file": "boston.rda", "class": [ "data.frame" ], "fields": [ "cmedv", "crim", "indus", "nox", "rm", "age", "dis", "rad", "tax", "ptratio", "b", "lstat" ], "rows": 506, "table": true, "tojson": true }, { "name": "calcium", "title": "Calcium data", "object": "calcium", "file": "calcium.rda", "class": [ "data.frame" ], "fields": [ "obsno", "age", "sex", "alkphos", "lab", "cammol", "phosmmol", "agegroup" ], "rows": 178, "table": true, "tojson": true }, { "name": "geochem", "title": "Geochemical Data", "object": "geochem", "file": "geochem.rda", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11", "V12", "V13", "V14", "V15", "V16", "V17", "V18", "V19", "V20" ], "rows": 53, "table": true, "tojson": true }, { "name": "horse", "title": "Horse-colic data", "object": "horse", "file": "horse.rda", "class": [ "data.frame" ], "fields": [ "Hospital_Number", "Rectal_temperature", "Pulse", "Respiratory_rate", "Nasogastric_reflux_PH", "Packed_cell_volume", "Total_protein", "Abdomcentesis_total_protein", "surgical_leison" ], "rows": 368, "table": true, "tojson": true }, { "name": "wages", "title": "Wages and Hours", "object": "wages", "file": "wages.rda", "class": [ "data.frame" ], "fields": [ "hrs", "rate", "ersp", "erno", "nein", "asset", "age", "dep", "race", "school" ], "rows": 39, "table": true, "tojson": true } ], "_help": [ { "page": "auto", "title": "Automobile data", "topics": [ "auto" ] }, { "page": "boston", "title": "Boston Housing Data", "topics": [ "boston" ] }, { "page": "calcium", "title": "Calcium data", "topics": [ "calcium" ] }, { "page": "CovEM", "title": "Gaussian MLE of mean and covariance", "topics": [ "CovEM" ] }, { "page": "CovRobMiss-class", "title": "Class \"CovRobMiss\" - a superclass for the robust estimates of location and scatter for missing data", "topics": [ "CovRobMiss-class", "getDim,CovRobMiss-method", "getDist,CovRobMiss-method", "getDistAdj,CovRobMiss-method", "getLocation,CovRobMiss-method", "getMissing,CovRobMiss-method", "getOutliers,CovRobMiss-method", "getScatter,CovRobMiss-method", "show,CovRobMiss-method", "summary,CovRobMiss-method" ] }, { "page": "CovRobMissSc-class", "title": "Class \"CovRobMissSc\" - a subclass of \"CovRobMiss\" with scale estimate", "topics": [ "CovRobMissSc-class", "getScale,CovRobMissSc-method" ] }, { "page": "emve", "title": "Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data", "topics": [ "emve" ] }, { "page": "emve-class", "title": "Extended Minimum Volume Ellipsoid (EMVE) in the presence of missing data.", "topics": [ "emve-class" ] }, { "page": "geochem", "title": "Geochemical Data", "topics": [ "geochem" ] }, { "page": "get-methods", "title": "Accessor methods to the essential slots of classes CovRobMiss, TSGS, GSE, emve, and HuberPairwise", "topics": [ "getDim", "getDim-methods", "getDist", "getDist-methods", "getDistAdj", "getDistAdj-methods", "getFiltDat", "getFiltDat-methods", "getLocation", "getLocation-methods", "getMissing", "getMissing-methods", "getOutliers", "getOutliers-methods", "getScale", "getScale-methods", "getScatter", "getScatter-methods" ] }, { "page": "GSE", "title": "Generalized S-Estimator in the presence of missing data", "topics": [ "GSE" ] }, { "page": "GSE-class", "title": "Generalized S-Estimator in the presence of missing data", "topics": [ "GSE-class" ] }, { "page": "gyfilt", "title": "Gervini-Yohai filter for detecting cellwise outliers", "topics": [ "gy.filt" ] }, { "page": "horse", "title": "Horse-colic data", "topics": [ "horse" ] }, { "page": "HuberPairwise", "title": "Quadrant Covariance and Huberized Pairwise Scatter", "topics": [ "HuberPairwise" ] }, { "page": "HuberPairwise-class", "title": "Quadrant Covariance and Huberized Pairwise Scatter", "topics": [ "HuberPairwise-class" ] }, { "page": "ImpS", "title": "Imputed S-estimator", "topics": [ "ImpS" ] }, { "page": "partial.mahalanobis", "title": "Partial Square Mahalanobis Distance", "topics": [ "partial.mahalanobis" ] }, { "page": "plot-methods", "title": "Plot methods for objects of class 'CovRobMiss'", "topics": [ "plot", "plot,CovRobMiss,missing-method", "plot,CovRobMiss-method", "plot-method" ] }, { "page": "simulation-tools", "title": "Data generator for simulation study on cell- and case-wise contamination", "topics": [ "generate.casecontam", "generate.cellcontam", "generate.randcorr" ] }, { "page": "slrt", "title": "LRT-based distances between matrices", "topics": [ "slrt" ] }, { "page": "SummaryCov-class", "title": "Class \"SummaryCovGSE\" - displaying summary of \"CovRobMiss\" objects", "topics": [ "show,SummaryCovGSE-method", "SummaryCovGSE-class" ] }, { "page": "TSGS", "title": "Two-Step Generalized S-Estimator for cell- and case-wise outliers", "topics": [ "TSGS" ] }, { "page": "TSGS-class", "title": "Two-Step Generalized S-Estimator for cell- and case-wise outliers", "topics": [ "getFiltDat,TSGS-method", "TSGS-class" ] }, { "page": "wages", "title": "Wages and Hours", "topics": [ "wages" ] } ], "_rundeps": [ "cellWise", "cli", "cpp11", "DEoptimR", "farver", "ggplot2", "glue", "gridExtra", "gtable", "isoband", "labeling", "lattice", "lifecycle", "magrittr", "MASS", "matrixStats", "mvtnorm", "pcaPP", "plyr", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "reshape2", "rlang", "robustbase", "rrcov", "S7", "scales", "shape", "stringi", "stringr", "svd", "vctrs", "viridisLite", "withr" ], "_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)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 4.248308794824704, "_indexed": true, "_nocasepkg": "gse", "_universes": [ "claudioagostinelli" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "4.2-4", "date": "2026-05-12T08:02:16.000Z", "distro": "noble", "arch": "aarch64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "dd8a230e659c3f1e356a2b621fb7786ccb50cac37e7bde7154b8b32898ec1e0c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.7.0", "os": "linux", "version": "4.2-4", "date": "2026-05-12T08:02:04.000Z", "distro": "noble", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "d73f77c0ba3da6c21a4b94ecbacb692230aa5e46106173d662bb0fbe6984ba33", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.6.0", "os": "linux", "version": "4.2-4", "date": "2026-05-12T08:02:41.000Z", "distro": "noble", "arch": "aarch64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "6d9d3536e671f9713b1e673e5f18e266b845833a40caefaeabfca591c002f2fd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.6.0", "os": "linux", "version": "4.2-4", "date": "2026-05-12T08:02:07.000Z", "distro": "noble", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "cf0dacb811753a101f8e47eecc1d707408cd0a6f61c720c74a10c167375b6dac", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.5.3", "os": "mac", "version": "4.2-4", "date": "2026-05-12T08:02:15.000Z", "arch": "aarch64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "3f8a2edb104e8fcc5ffc10a8c526e12d2499f0b51d27677934f560dde35637ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.5.3", "os": "mac", "version": "4.2-4", "date": "2026-05-12T08:04:38.000Z", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "65ef9381fb2648dfecc90c0c0bfa08468f2ffd6d11c7e9c1b9fa4eca0209cf40", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.6.0", "os": "mac", "version": "4.2-4", "date": "2026-05-12T08:01:41.000Z", "arch": "aarch64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "09cf484296b7c38173feaaa57519bedc623c70f1ab9ded691811c2cd5955523d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.6.0", "os": "mac", "version": "4.2-4", "date": "2026-05-12T08:03:10.000Z", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "dcd5b3e68a4459a44713aa2548078ef01ea3a1dc8805ce833ffd58f072800ce5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.7.0", "os": "win", "version": "4.2-4", "date": "2026-05-12T08:01:19.000Z", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "2bbc01a2e3701d6e64989bed5bbfc54a135051419f3555fcf9a7d69668579bcb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.5.3", "os": "win", "version": "4.2-4", "date": "2026-05-12T08:01:34.000Z", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "04692ac3e279d6f6c6e7ad9f4249bac952ac93e7c4e57d60db29ad3e32fa51b1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.6.0", "os": "win", "version": "4.2-4", "date": "2026-05-12T08:01:46.000Z", "arch": "x86_64", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "c5cb0d1a2fc6b7d3f40811c4165522825230e4c83e0e22ea08ef0f1827e64c85", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" }, { "r": "4.6.0", "os": "wasm", "version": "4.2-4", "date": "2026-05-22T10:45:08.000Z", "arch": "emscripten", "commit": "c99dadc01a651c8a20d8a865f8950103e9f6c809", "fileid": "5a073be2e66f2fdc1fbdb228344b5d7ba6c1120ac32540c5e4ef352d58675707", "status": "success", "buildurl": "https://github.com/r-universe/claudioagostinelli/actions/runs/25721288236" } ] }