{ "_id": "6ac65332f511ae58c09aa22a", "Type": "Package", "Package": "smoothROC", "Title": "Kernel-Smoothed ROC and AUC with Bandwidth Selection", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Ruhul Ali\", \"Khan\", , \"ruhulali.khan@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-1173-8345\")),\nperson(\"Musie\", \"Ghebremichael\", , \"musie_ghebremichael@dfci.harvard.edu\", role = \"aut\",\ncomment = \"Project PI\")\n)", "Author": "Ruhul Ali Khan [aut, cre] (ORCID:\n), Musie Ghebremichael\n[aut] (Project PI)", "Maintainer": "Ruhul Ali Khan ", "Description": "Computes kernel-smoothed receiver operating characteristic\n(ROC) curves and area under the curve (AUC), including\nconfidence intervals, using several bandwidth selection\nmethods. Also provides the Youden index with confidence\nintervals, the Youden point, and optimal diagnostic cutoff\nestimation. Supports Gaussian, Biweight, and Epanechnikov\nkernels.", "License": "MIT + file LICENSE", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Encoding": "UTF-8", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-07 11:48:41 UTC", "User": "root" }, "Repository": "https://khanruhul.r-universe.dev", "Date/Publication": "2026-08-07 17:10:07 UTC", "RemoteUrl": "https://github.com/cran/smoothROC", "RemoteRef": "HEAD", "RemoteSha": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "_user": "khanruhul", "_type": "src", "_file": "smoothROC_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/81b973fe8470197497539ac99c6f46c26783c22cf75c3a42234afdea55461eb1", "_filesize": 515362, "_sha256": "81b973fe8470197497539ac99c6f46c26783c22cf75c3a42234afdea55461eb1", "_expires": "2027-01-15T14:11:59.000Z", "_created": "2026-10-07T11:48:41.000Z", "_published": "2026-10-07T14:12:02.031Z", "_buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 112776486751, "time": 112, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11480036657" }, { "job": 112776486630, "time": 112, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11479911754" }, { "job": 112776486640, "time": 167, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11488200385" }, { "job": 112776486723, "time": 239, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11487214245" }, { "job": 112775538844, "time": 146, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11480441099" }, { "job": 112776486716, "time": 102, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11480366126" }, { "job": 112776486734, "time": 78, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11479971654" }, { "job": 112776486631, "time": 82, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11479886754" }, { "job": 112776486611, "time": 92, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11480486364" } ], "_upstream": "https://github.com/cran/smoothROC", "_commit": { "id": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "author": "Ruhul Ali Khan ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1786122607 }, "_maintainer": { "name": "Ruhul Ali Khan", "email": "ruhulali.khan@gmail.com", "login": "khanruhul", "description": "", "uuid": 235197093, "orcid": "0000-0003-1173-8345" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "ggplot2", "version": ">= 3.4.0", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-32", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-08-07" } ], "_stars": 0, "_contributors": [ { "user": "khanruhul", "count": 1, "uuid": 235197093 } ], "_userbio": { "uuid": 235197093, "type": "user", "name": "khanruhul", "followers": 0 }, "_downloads": { "count": 177, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/smoothROC" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/smoothROC.html", "LICENSE" ], "_realowner": "khanruhul", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-08-07" } ], "_exports": [ "smoothROC", "smoothROCboot" ], "_datasets": [ { "name": "dystrophy", "title": "Detection of Muscular Dystrophy Carriers", "object": "dystrophy", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "OBS", "HospID", "AGE", "M", "Y", "CK", "H", "PK", "LD", "Class" ], "rows": 209, "table": true, "tojson": true } ], "_help": [ { "page": "dystrophy", "title": "Detection of Muscular Dystrophy Carriers", "topics": [ "dystrophy" ] }, { "page": "smoothROC", "title": "Kernel-Smoothed ROC Curves with AUC and Youden Index Summary", "topics": [ "plot.smoothROC", "print.smoothROC", "smoothROC", "summary.smoothROC" ] }, { "page": "smoothROCboot", "title": "Bootstrap Percentile Confidence Intervals for the Youden Index, Cutoff, and AUC", "topics": [ "print.smoothROCboot", "smoothROCboot" ] } ], "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "smoothROC.Rmd", "filename": "smoothROC.html", "title": "Kernel-Smoothed ROC Curves with smoothROC", "author": "Ruhul Ali Khan & Musie Ghebremichael", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "The smoothROC() function", "Arguments", "Returned value", "Method overview", "Kernel CDF estimators and the smooth ROC curve", "Bandwidth selection strategies", "AUC estimation and kernel DeLong-type variance", "Youden index and optimal cutoff", "Bootstrap percentile confidence intervals", "Example: Duchenne muscular dystrophy dataset", "Displaying the result", "Advanced options", "Log transformation", "Controlling the ROC grid", "Choosing a bandwidth method", "References" ], "created": "2026-08-07 17:10:07", "modified": "2026-08-07 17:10:07", "commits": 1 } ], "_score": 2, "_indexed": true, "_nocasepkg": "smoothroc", "_universes": [ "khanruhul" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-07T11:50:28.000Z", "distro": "resolute", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/75295f436cb0060c2c882d53eec6fa8135e686b61fe1eb916c1727b5813a69c0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-07T11:50:26.000Z", "distro": "resolute", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/6712f9aa955b9ef6b47439a2dd9b8189474ab4bedd541a26065d2af65bd04f4a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-07T14:06:01.000Z", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/c7425c2329adc2204ae1b5ee05c473ea55de7256e1c9c6a13c14ced091cdd506", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-07T14:09:58.000Z", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/617117cb0281520fe454f91b114e53ebdcc9415488023a1ffdde50c26a8899e3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-07T11:50:40.000Z", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/97e88fa84a738ed27c502558baa1d90ae4425ec74132ecf42cc75f2b664bd431", "status": "success", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-07T11:49:48.000Z", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/cfedc1b5de72ba79557c50f8b2b541573a38a2bd176b268b2f6aefe0fa028277", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-10-07T11:49:54.000Z", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/e7b404b306c71118f92bafe98cc9020e42dd84534508fd8ec37ad76cd9640fe9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-07T11:50:05.000Z", "commit": "1b41027da4831b7956d7d347bbec5d5a2c6df634", "fileid": "https://r2.ropensci.org/0758eb3ec96d31118ea8e8b2cdc21719c7f653adf9e4566ee6f32d85e5645cdf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khanruhul/actions/runs/37616311606" } ] }