{ "_id": "6a37947e3efcd9bda441cb51", "Package": "auRoc", "Title": "Various Methods to Estimate the AUC", "Version": "0.2-1", "Author": "Dai Feng [aut, cre], Damjan Manevski [auc], Maja Pohar Perme\n[auc]", "Description": "Estimate the AUC using a variety of methods as follows:\n(1) frequentist nonparametric methods based on the Mann-Whitney\nstatistic or kernel methods. (2) frequentist parametric methods\nusing the likelihood ratio test based on higher-order\nasymptotic results, the signed log-likelihood ratio test, the\nWald test, or the approximate ''t'' solution to the\nBehrens-Fisher problem. (3) Bayesian parametric MCMC methods.", "Maintainer": "Dai Feng ", "License": "GPL", "NeedsCompilation": "no", "LazyData": "true", "Packaged": { "Date": "2026-06-21 07:33:41 UTC", "User": "root" }, "Config/pak/sysreqs": "cmake make jags", "Repository": "https://daifengstat.r-universe.dev", "Date/Publication": "2020-04-03 23:30:08 UTC", "RemoteUrl": "https://github.com/cran/auRoc", "RemoteRef": "HEAD", "RemoteSha": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "MD5sum": "b6eabd19d0f0628be14c6133883e098d", "_user": "daifengstat", "_type": "src", "_file": "auRoc_0.2-1.tar.gz", "_fileid": "9c30485b0fca7668b3142fc8f6afb17f366c3201584299b4bef8c4583a734acf", "_filesize": 118143, "_sha256": "9c30485b0fca7668b3142fc8f6afb17f366c3201584299b4bef8c4583a734acf", "_created": "2026-06-21T07:33:41.000Z", "_published": "2026-06-21T07:36:30.623Z", "_distro": "noble", "_jobs": [ { "job": 82551378055, "time": 133, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7773042757" }, { "job": 82551378065, "time": 129, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7773041954" }, { "job": 82551378062, "time": 98, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7773037613" }, { "job": 82551378066, "time": 83, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7773035413" }, { "job": 82551133761, "time": 226, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7773024757" }, { "job": 82551378056, "time": 118, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7773040578" }, { "job": 82551378064, "time": 106, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7773038825" }, { "job": 82551378068, "time": 115, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7773040335" }, { "job": 82551378067, "time": 84, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7773035519" } ], "_buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/auRoc", "_commit": { "id": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "author": "Dai Feng ", "committer": "cran-robot ", "message": "version 0.2-1\n", "time": 1585956608 }, "_maintainer": { "name": "Dai Feng", "email": "daifeng.stat@gmail.com", "login": "daifengstat", "description": "", "uuid": 49561915 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.2", "role": "Depends" }, { "package": "rjags", "version": ">= 3-11", "role": "Depends" }, { "package": "ProbYX", "version": ">= 1.1", "role": "Depends" }, { "package": "coda", "version": ">= 0.16-1", "role": "Imports" }, { "package": "MBESS", "version": ">= 3.3.3", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "daifengstat", "count": 1, "uuid": 49561915 } ], "_userbio": { "uuid": 49561915, "type": "user", "name": "daifengstat", "followers": 0 }, "_downloads": { "count": 269, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/auRoc" }, "_mentions": 1, "_searchresults": 4, "_topics": [ "jags", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/auRoc.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "daifengstat", "_cranurl": false, "_releases": [ { "version": "0.1-0", "date": "2015-12-21" }, { "version": "0.2-0", "date": "2019-01-13" }, { "version": "0.2-1", "date": "2020-04-04" } ], "_exports": [ "auc.nonpara.kernel", "auc.nonpara.mw", "auc.para.bayes", "auc.para.frequentist" ], "_datasets": [ { "name": "petBrainGlioma", "title": "Standard Uptake Value (SUV) for Brain Glioma Grading", "object": "petBrainGlioma", "class": [ "data.frame" ], "fields": [ "grade", "FDG", "ACE" ], "rows": 10, "table": true, "tojson": true } ], "_help": [ { "page": "auc.nonpara.kernel", "title": "AUC by Kernel Methods", "topics": [ "auc.nonpara.kernel" ] }, { "page": "auc.nonpara.mw", "title": "AUC Based on the Mann-Whitney Statistic", "topics": [ "auc.nonpara.mw" ] }, { "page": "auc.para.bayes", "title": "AUC by the Bayesian MCMC", "topics": [ "auc.para.bayes" ] }, { "page": "auc.para.frequentist", "title": "AUC by Frequentist Parametric Methods", "topics": [ "auc.para.frequentist" ] }, { "page": "petBrainGlioma", "title": "Standard Uptake Value (SUV) for Brain Glioma Grading", "topics": [ "petBrainGlioma" ] } ], "_rundeps": [ "abind", "arm", "BH", "boot", "cli", "coda", "digest", "lattice", "lavaan", "lifecycle", "lme4", "MASS", "Matrix", "MBESS", "mi", "minqa", "mnormt", "mvtnorm", "nlme", "nloptr", "numDeriv", "OpenMx", "pbivnorm", "ProbYX", "quadprog", "rbibutils", "Rcpp", "RcppEigen", "RcppParallel", "Rdpack", "reformulas", "rjags", "rlang", "rootSolve", "rpf", "sem", "semTools", "StanHeaders" ], "_sysdeps": [ { "shlib": "libjags", "package": "jags", "headers": "jags", "source": "jags", "version": "4.3.2-2.2404.0", "name": "jags", "homepage": "https://mcmc-jags.sourceforge.io", "description": "Just Another Gibbs Sampler for Bayesian MCMC - binary" }, { "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": 1, "_indexed": true, "_nocasepkg": "auroc", "_universes": [ "daifengstat" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2-1", "date": "2026-06-21T07:36:03.000Z", "distro": "noble", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "a5e2d7b4e1cd7d624605d99ea006053cb334594d5a1b9d24f96de99417b68d12", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.6.0", "os": "linux", "version": "0.2-1", "date": "2026-06-21T07:35:58.000Z", "distro": "noble", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "1bdac397f8c311a79c14bd0348a05a32e3f4da247c852e7375a05bccd09f134f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.5.3", "os": "mac", "version": "0.2-1", "date": "2026-06-21T07:35:27.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "c1b54be00005735cf86281411931e841fa9d582f0bdd1b4c6283e7a1e67dcdd9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.6.0", "os": "mac", "version": "0.2-1", "date": "2026-06-21T07:35:14.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "41d75117f2becde707adac47fd4265002d64ec772df74e64cb40dd7c3cbf495a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.6.0", "os": "wasm", "version": "0.2-1", "date": "2026-06-21T07:35:59.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "dd914376b1cbb42cfb27a84e4665b9f4998b5cd50de87d689a0be27ecf24df7f", "status": "success", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.7.0", "os": "win", "version": "0.2-1", "date": "2026-06-21T07:35:31.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "9fca27beedda1b76f80afee7ed4cb0568ccd1189833db17b9f89c8955155358e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.5.3", "os": "win", "version": "0.2-1", "date": "2026-06-21T07:35:42.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "6e13f33fe360a916fe94f2f19bc72295e28aca356bee3540864a5c5eb14140df", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" }, { "r": "4.6.0", "os": "win", "version": "0.2-1", "date": "2026-06-21T07:35:07.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "d1b424147fc4aac0adcce0d450e69af8be46de8b6ca85b517128742032f60400", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daifengstat/actions/runs/27897298589" } ] }