{ "_id": "6a17f78dacfb0bcc41da925b", "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": "2026-05-28 08:03:55 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2020-04-03 23:30:08 UTC", "RemoteUrl": "https://github.com/cran/auRoc", "RemoteRef": "HEAD", "RemoteSha": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "MD5sum": "e71ce549c40282beb07caa68c34c45bd", "_user": "cran", "_type": "src", "_file": "auRoc_0.2-1.tar.gz", "_fileid": "2b117246ba2265bf993886d2bc7f51656a4a762d27b272858098a0d450cd75fa", "_filesize": 117269, "_sha256": "2b117246ba2265bf993886d2bc7f51656a4a762d27b272858098a0d450cd75fa", "_created": "2026-05-28T08:03:55.000Z", "_published": "2026-05-28T08:06:37.814Z", "_distro": "noble", "_jobs": [ { "job": 78249142425, "time": 112, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7260770526" }, { "job": 78249142398, "time": 129, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7260775545" }, { "job": 78248648486, "time": 192, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7260736132" }, { "job": 78249142349, "time": 123, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7260773354" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26562437072", "_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": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "daifengstat", "count": 1, "uuid": 49561915 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 213, "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\nJAGS is Just Another Gibbs Sampler. It is a program for analysis of\nBayesian hierarchical models using Markov Chain Monte Carlo (MCMC)\nsimulation not wholly unlike BUGS.\n\nJAGS was written with three aims in mind:\n* To have an engine for the BUGS language that runs on Unix\n* To be extensible, allowing users to write their own functions,\ndistributions and samplers.\n* To be a plaftorm for experimentation with ideas in Bayesian modelling\n\nThis package contains the 'jags' binary as well as the associated\nshared library modules loaded by the 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": false, "_nocasepkg": "auroc", "_universes": [ "cran" ], "_indexurl": "https://daifengstat.r-universe.dev/auRoc", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2-1", "date": "2026-05-28T08:05:56.000Z", "distro": "noble", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "76ba7b392154ab4532f5047c831ce427058626233aa6864543b810392b5bf2f9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26562437072" }, { "r": "4.6.0", "os": "linux", "version": "0.2-1", "date": "2026-05-28T08:06:11.000Z", "distro": "noble", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "eda2e0be742993177a7a2314ebb95b240fd4cdf466da383f9abce8cd981bf3e5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26562437072" }, { "r": "4.6.0", "os": "wasm", "version": "0.2-1", "date": "2026-05-28T08:06:16.000Z", "commit": "a631eed9e2c9f4d5b79ef060481011276dbfa0d2", "fileid": "13708f6925e68b0f1b13038e80922f76ecc640e8cdee2e31827cb2a519164dad", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26562437072" } ] }