{ "_id": "6a4a19bb0b5cb829d3708078", "Package": "timeROC", "Type": "Package", "Title": "Time-Dependent ROC Curve and AUC for Censored Survival Data", "Version": "0.4.1", "Date": "2019-12-18", "Authors@R": "person(given = \"Paul\",\nfamily = \"Blanche\",\nrole = c(\"aut\", \"cre\"),\nemail = \"paulfblanche@gmail.com\")", "Description": "Estimation of time-dependent ROC curve and area under time\ndependent ROC curve (AUC) in the presence of censored data,\nwith or without competing risks. Confidence intervals of AUCs\nand tests for comparing AUCs of two rival markers measured on\nthe same subjects can be computed, using the iid-representation\nof the AUC estimator. Plot functions for time-dependent ROC\ncurves and AUC curves are provided. Time-dependent Positive\nPredictive Values (PPV) and Negative Predictive Values (NPV)\ncan also be computed. See Blanche et al. (2013)\n and references therein for the details\nof the methods implemented in the package.", "License": "GPL (>= 2)", "LazyLoad": "yes", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-09 06:50:07 UTC", "User": "root" }, "Author": "Paul Blanche [aut, cre]", "Maintainer": "Paul Blanche ", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://paulowhite.r-universe.dev", "Date/Publication": "2026-04-10 08:03:57 UTC", "RemoteUrl": "https://github.com/cran/timeROC", "RemoteRef": "HEAD", "RemoteSha": "2f39a17d0841b5794c0780a7d36953c51393eaae", "_user": "paulowhite", "_type": "src", "_file": "timeROC_0.4.1.tar.gz", "_fileid": "https://r2.ropensci.org/a190f9f47deaf0cb075f948e73d9046fd7211a912e2272d4a8bae56696cb2be3", "_filesize": 238221, "_sha256": "a190f9f47deaf0cb075f948e73d9046fd7211a912e2272d4a8bae56696cb2be3", "_expires": "2026-10-13T08:45:46.000Z", "_created": "2026-06-09T06:50:07.000Z", "_published": "2026-07-05T08:45:47.798Z", "_jobs": [ { "job": 85208003420, "time": 157, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7500499050" }, { "job": 85208003358, "time": 153, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7500497676" }, { "job": 85208003262, "time": 199, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7500923980" }, { "job": 85208003261, "time": 182, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7500749853" }, { "job": 85208002980, "time": 206, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7500451778" }, { "job": 85208003336, "time": 159, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7500499478" }, { "job": 85208003246, "time": 126, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7500489949" }, { "job": 85208003243, "time": 127, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7500490117" }, { "job": 85208003490, "time": 102, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7500482625" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919", "_status": "success", "_upstream": "https://github.com/cran/timeROC", "_commit": { "id": "2f39a17d0841b5794c0780a7d36953c51393eaae", "author": "Paul Blanche ", "committer": "cran-robot ", "message": "version 0.4.1\n", "time": 1775808237 }, "_maintainer": { "name": "Paul Blanche", "email": "paulfblanche@gmail.com", "login": "paulowhite", "description": "", "uuid": 28142879 }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "pec", "version": ">= 2.4.4", "role": "Imports" }, { "package": "mvtnorm", "version": ">= 1.0-1", "role": "Imports" }, { "package": "survival", "role": "Suggests" }, { "package": "timereg", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 5, "_updates": [ { "week": "2026-15", "n": 1 } ], "_tags": [ { "name": "0.4.1", "date": "2026-04-10" } ], "_stars": 10, "_contributors": [ { "user": "paulowhite", "count": 3, "uuid": 28142879 } ], "_userbio": { "uuid": 28142879, "type": "user", "name": "Paul Blanche" }, "_downloads": { "count": 8230, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/timeROC" }, "_mentions": 254, "_searchresults": 682, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/timeROC.html", "manual.pdf" ], "_realowner": "paulowhite", "_cranurl": false, "_releases": [ { "version": "0.1", "date": "2012-11-03" }, { "version": "0.2", "date": "2013-05-27" }, { "version": "0.3", "date": "2015-03-24" }, { "version": "0.4", "date": "2019-12-18" }, { "version": "0.4.1", "date": "2026-04-10" } ], "_exports": [ "compare", "plotAUCcurve", "plotAUCcurveDiff", "SeSpPPVNPV", "timeROC" ], "_datasets": [ { "name": "Melano", "title": "Malignant melanoma data", "object": "Melano", "file": "Melano.RData", "class": [ "data.frame" ], "fields": [ "time", "status", "thick", "age" ], "rows": 205, "table": true, "tojson": true }, { "name": "Paquid", "title": "Paquid cohort data", "object": "Paquid", "file": "Paquid.RData", "class": [ "data.frame" ], "fields": [ "time", "status", "DSST", "MMSE" ], "rows": 2561, "table": true, "tojson": true } ], "_help": [ { "page": "compare", "title": "Compute tests for comparing two time-dependent AUC", "topics": [ "compare" ] }, { "page": "confint", "title": "Confidence intervals for areas under time-dependent ROC curves", "topics": [ "confint.ipcwcompetingrisksROC", "confint.ipcwsurvivalROC" ] }, { "page": "Melano", "title": "Malignant melanoma data", "topics": [ "Melano" ] }, { "page": "Paquid", "title": "Paquid cohort data", "topics": [ "Paquid" ] }, { "page": "plot", "title": "Plot function for time-dependent ROC curve", "topics": [ "plot.ipcwcompetingrisksROC", "plot.ipcwsurvivalROC" ] }, { "page": "plotAUCcurve", "title": "Plot time-dependent AUC curve", "topics": [ "plotAUCcurve" ] }, { "page": "plotAUCcurveDiff", "title": "Plot the curve of the difference of two time-dependent AUCs over time", "topics": [ "plotAUCcurveDiff" ] }, { "page": "print", "title": "Print objects in the timeROC library", "topics": [ "print.ipcwcompetingrisksROC", "print.ipcwcompetingrisksSeSpPPVNPV", "print.ipcwsurvivalROC", "print.ipcwsurvivalSeSpPPVNPV" ] }, { "page": "SeSpPPVNPV", "title": "Time-dependent Sensitivity (Se), Specificity (Sp), Positive Predictive Value (PPV) and Negative Predictive Value (NPV) estimation", "topics": [ "SeSpPPVNPV" ] }, { "page": "timeROC", "title": "Time-dependent ROC curve estimation", "topics": [ "timeROC" ] } ], "_rundeps": [ "backports", "base64enc", "bslib", "cachem", "checkmate", "cli", "cluster", "cmprsk", "codetools", "colorspace", "cpp11", "data.table", "diagram", "digest", "doParallel", "evaluate", "farver", "fastmap", "fontawesome", "foreach", "foreign", "Formula", "fs", "future", "future.apply", "ggplot2", "glmnet", "globals", "glue", "gridExtra", "gtable", "highr", "Hmisc", "htmlTable", "htmltools", "htmlwidgets", "isoband", "iterators", "jquerylib", "jsonlite", "KernSmooth", "knitr", "labeling", "lattice", "lava", "lifecycle", "listenv", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mets", "mime", "multcomp", "mvtnorm", "nlme", "nnet", "numDeriv", "parallelly", "pec", "plotrix", "polspline", "prodlim", "progressr", "Publish", "quantreg", "R6", "ranger", "rappdirs", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "riskRegression", "rlang", "rmarkdown", "rms", "rpart", "rstudioapi", "S7", "sandwich", "sass", "scales", "shape", "SparseM", "SQUAREM", "stringi", "stringr", "survival", "TH.data", "timereg", "tinytex", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zoo" ], "_score": 6.92527546892443, "_indexed": true, "_nocasepkg": "timeroc", "_universes": [ "paulowhite" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.1", "date": "2026-06-09T06:52:35.000Z", "distro": "noble", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/a543757d323056d9e532e2736dd57078948d516ef7ddc70575321776a249cba9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.6.0", "os": "linux", "version": "0.4.1", "date": "2026-06-09T06:52:29.000Z", "distro": "noble", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/0b3036c592feb15df2faa3076edd10de46a6005340222d9252d40848079648b2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.5.3", "os": "mac", "version": "0.4.1", "date": "2026-06-09T07:16:14.000Z", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/9a5b5a9611032894ac35adf847baa536a123d868358bc78a5e48df69cb18698d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.6.0", "os": "mac", "version": "0.4.1", "date": "2026-06-09T07:06:49.000Z", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/76f5900a01c10275d0c3ce5286522a6e250b29739f27b8a70f6730cd5abb6064", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.1", "date": "2026-06-09T06:53:08.000Z", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/ca8e2702f375222a4944141897d676f6f159655bac0dd5b35caf12900329cfbb", "status": "success", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.7.0", "os": "win", "version": "0.4.1", "date": "2026-06-09T06:51:55.000Z", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/9cd6e3aeced0fc5f4e8c21fb0d04bf99e456f17c2a3d14f54d4fff0c0c5ab15d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.5.3", "os": "win", "version": "0.4.1", "date": "2026-06-09T06:51:55.000Z", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/57993663359ee50e585a4ba17b54ce55cd7161947e30b5f483cb41263a533c35", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" }, { "r": "4.6.0", "os": "win", "version": "0.4.1", "date": "2026-06-09T06:51:36.000Z", "commit": "2f39a17d0841b5794c0780a7d36953c51393eaae", "fileid": "https://r2.ropensci.org/e8a1f6a93e4d3a1cd59c03775917add261798a8199ecae5c4bb2fb9b88b5b9a1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paulowhite/actions/runs/27188930919" } ] }