{ "_id": "6adb37e109e55c8400208922", "Package": "bcROCsurface", "Version": "1.0-6", "Date": "2023-09-09", "Title": "Bias-Corrected Methods for Estimating the ROC Surface of\nContinuous Diagnostic Tests", "Author": "Duc-Khanh To, with contributions from Monica Chiogna and\nGianfranco Adimari", "Maintainer": "Duc-Khanh To ", "Description": "The bias-corrected estimation methods for the receiver\noperating characteristics ROC surface and the volume under ROC\nsurfaces (VUS) under missing at random (MAR) assumption.", "License": "GPL-3", "LazyLoad": "yes", "LazyData": "TRUE", "ByteCompile": "yes", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "URL": "https://github.com/toduckhanh/bcROCsurface", "BugReports": "https://github.com/toduckhanh/bcROCsurface/issues", "VignetteBuilder": "knitr", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-23 10:28:09 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-09-09 09:30:22 UTC", "RemoteUrl": "https://github.com/cran/bcROCsurface", "RemoteRef": "HEAD", "RemoteSha": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "_user": "cran", "_type": "src", "_file": "bcROCsurface_1.0-6.tar.gz", "_fileid": "https://r2.ropensci.org/ae187f7a20ab418bbbfdd2657215072ba0a62915125cd1d37a9a82cb3d11da18", "_filesize": 607778, "_sha256": "ae187f7a20ab418bbbfdd2657215072ba0a62915125cd1d37a9a82cb3d11da18", "_expires": "2027-01-31T10:33:03.000Z", "_created": "2026-10-23T10:28:09.000Z", "_published": "2026-10-23T10:33:05.366Z", "_upstream": "https://github.com/cran/bcROCsurface", "_status": "success", "_maintainer": { "name": "Duc-Khanh To", "email": "toduc@stat.unipd.it", "login": "toduckhanh", "description": "", "uuid": 22749496 }, "_jobs": [ { "job": 120366794918, "time": 103, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12494474080" }, { "job": 120366794834, "time": 119, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12495586338" }, { "job": 120366795013, "time": 135, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12495985589" }, { "job": 120366794832, "time": 135, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12495765921" }, { "job": 120365243814, "time": 236, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12494882268" }, { "job": 120366794769, "time": 143, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12495676199" }, { "job": 120366794789, "time": 239, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12495516909" }, { "job": 120366794897, "time": 230, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12495216976" }, { "job": 120366794876, "time": 228, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12495198272" }, { "job": 120366794952, "time": 110, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12494908651" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107", "_commit": { "id": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "author": "Duc-Khanh To ", "committer": "cran-robot ", "message": "version 1.0-6\n", "time": 1694251822 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "nnet", "role": "Depends" }, { "package": "rgl", "role": "Depends" }, { "package": "boot", "role": "Depends" }, { "package": "stats", "role": "Depends" }, { "package": "utils", "role": "Depends" }, { "package": "graphics", "role": "Depends" }, { "package": "parallel", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 0.12.2", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "markdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "toduckhanh", "count": 6, "uuid": 22749496 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 634, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 450, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bcROCsurface" }, "_mentions": 2, "_devurl": "https://github.com/toduckhanh/bcrocsurface", "_searchresults": 16, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/bcROCsurface.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt" ], "_homeurl": "https://github.com/toduckhanh/bcrocsurface", "_realowner": "toduckhanh", "_cranurl": false, "_releases": [ { "version": "1.0-1", "date": "2016-11-17" }, { "version": "1.0-2", "date": "2017-07-03" }, { "version": "1.0-3", "date": "2018-10-16" }, { "version": "1.0-4", "date": "2020-02-14" }, { "version": "1.0-5", "date": "2021-09-08" }, { "version": "1.0-6", "date": "2023-09-09" } ], "_exports": [ "asy_cov_tcf", "asy_var_vus", "cv_knn", "pre_data", "psglm", "rho_knn", "rho_mlogit", "rocs", "rocs.tcf", "vus_mar" ], "_datasets": [ { "name": "EOC", "title": "A sub-data from Pre-PLCO Phase II Dataset", "object": "EOC", "class": [ "data.frame" ], "fields": [ "D.full", "V", "D", "CA125", "CA153", "Age" ], "rows": 278, "table": true, "tojson": true } ], "_help": [ { "page": "bcROCsurface-package", "title": "Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests", "topics": [ "bcROCsurface-package", "bcROCsurface" ] }, { "page": "asy_cov_tcf", "title": "Asymptotic variance-covariance estimation for True Class Fractions (TCFs) at the cut point (c_1, c_2)", "topics": [ "asy_cov_tcf" ] }, { "page": "asy_var_vus", "title": "Asymptotic variance estimation for VUS", "topics": [ "asy_var_vus" ] }, { "page": "cv_knn", "title": "Cross-validation for K nearest-neighbor regression", "topics": [ "cv_knn" ] }, { "page": "EOC", "title": "A sub-data from Pre-PLCO Phase II Dataset", "topics": [ "EOC" ] }, { "page": "pre_data", "title": "Preparing monotone ordered disease classes", "topics": [ "pre_data" ] }, { "page": "print.vus_mar", "title": "Print summary results of VUS", "topics": [ "print.vus_mar" ] }, { "page": "psglm", "title": "Fitting verification models", "topics": [ "psglm" ] }, { "page": "rho_knn", "title": "K nearest-neighbor (KNN) regression", "topics": [ "rho_knn" ] }, { "page": "rho_mlogit", "title": "Fitting disease models via multinomial logistic models", "topics": [ "rho_mlogit" ] }, { "page": "rocs", "title": "Receiver operating characteristics surface for a continuous diagnostic test", "topics": [ "rocs", "rocs.tcf", "ROCsurface" ] }, { "page": "vus_mar", "title": "Estimation methods for volume under ROC surface (VUS) under MAR", "topics": [ "vus_mar" ] } ], "_rundeps": [ "base64enc", "boot", "bslib", "cachem", "cli", "digest", "evaluate", "fastmap", "fontawesome", "fs", "highr", "htmltools", "htmlwidgets", "jquerylib", "jsonlite", "knitr", "lifecycle", "magrittr", "memoise", "mime", "nnet", "R6", "rappdirs", "Rcpp", "RcppArmadillo", "rgl", "rlang", "rmarkdown", "sass", "tinytex", "xfun", "yaml" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "example.Rmd", "filename": "example.html", "title": "Guide for use bcROCsurface", "author": "Khanh To Duc", "engine": "knitr::rmarkdown", "headings": [ "Install and Load the package", "Diagnosis of EOC", "Load the data set", "Obtaining ROC surface and VUS", "FULL Estimator", "FI and MSI Estimator", "IPW and SPE Estimator", "KNN estimator", "1NN estimator" ], "created": "2016-11-17 13:34:33", "modified": "2023-09-09 09:30:22", "commits": 6 } ], "_score": 2.5051499783199063, "_indexed": false, "_nocasepkg": "bcrocsurface", "_universes": [ "cran" ], "_indexurl": "https://toduckhanh.r-universe.dev/bcROCsurface", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0-6", "date": "2026-10-23T10:30:01.000Z", "distro": "resolute", "arch": "aarch64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/ecb1a292150a20bbc5c0fa0d80db838fe4e8e117f2a6ba3eb195595ad42191dd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.7.0", "os": "linux", "version": "1.0-6", "date": "2026-10-23T10:30:16.000Z", "distro": "resolute", "arch": "x86_64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/64eb0207b7264f79f2e4e03dc864e18aff2ffbbb3de7a705786eeaa948532bf1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.6.1", "os": "linux", "version": "1.0-6", "date": "2026-10-23T10:30:36.000Z", "distro": "resolute", "arch": "aarch64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/3beff1dee901ff5cd62cb02b3c84330432c0da83310454250fac26387e36e930", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.6.1", "os": "linux", "version": "1.0-6", "date": "2026-10-23T10:30:19.000Z", "distro": "resolute", "arch": "x86_64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/222d848ce8c5cd12635e275bc49f2d568cf42a45767917badac8e1d9d4a57be1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.6.0", "os": "wasm", "version": "1.0-6", "date": "2026-10-23T10:30:56.000Z", "arch": "emscripten", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/871172a669849ff80a9d6bb01e60b957c75889e5f724351e3b36587d71c5545e", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.7.0", "os": "win", "version": "1.0-6", "date": "2026-10-23T10:31:50.000Z", "arch": "aarch64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/c9f5895da761b3524b7e0ffe1b6df0a299a131ddde0f418a5ba849119e3338e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.7.0", "os": "win", "version": "1.0-6", "date": "2026-10-23T10:29:54.000Z", "arch": "x86_64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/45879e022a2565cd1eab8c53f7eed47f2d18e02208c57d3b4bfe64a1cbf901d6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.6.1", "os": "win", "version": "1.0-6", "date": "2026-10-23T10:31:42.000Z", "arch": "aarch64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/c058ddc31304ba37fc3e51dbf4d8ad17c0c0368c1750108c5180344aa5740cd6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" }, { "r": "4.6.1", "os": "win", "version": "1.0-6", "date": "2026-10-23T10:29:37.000Z", "arch": "x86_64", "commit": "e739afc2886f23fc17be9322c28d2c13d01fe86b", "fileid": "https://r2.ropensci.org/9d0125eb0143c0552646db73166cb4748d125ad5a588592519ba1f6325b38efb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39938869107" } ] }