{ "_id": "6a43f4fd8696d7565c16a009", "Package": "rSRD", "Type": "Package", "Title": "Sum of Ranking Differences Statistical Test", "Version": "0.2.0", "Authors@R": "c(person(given = \"Jochen\",\nfamily = \"Staudacher\",\nrole = c(\"aut\",\"cph\",\"cre\"),\nemail = \"jochen.staudacher@hs-kempten.de\",\ncomment = c(ORCID = \"0000-0002-0619-4606\")),\nperson(given = c(\"Balázs\", \"R.\"),\nfamily = \"Sziklai\",\nrole = c(\"aut\",\"cph\"),\nemail = \"sziklai.balazs@krtk.hu\",\ncomment = c(ORCID = \"0000-0002-0068-8920\")),\nperson(given = \"Linus\",\nfamily = \"Olsson\",\nrole = c(\"aut\", \"cph\"),\nemail = \"linusmeol@gmail.com\"),\nperson(given = \"Dennis\",\nfamily = \"Horn\",\nrole = \"ctb\"),\nperson(given = \"Alexander\",\nfamily = \"Pothmann\",\nrole = \"ctb\"),\nperson(given = \"Ali Tugay\",\nfamily = \"Sen\",\nrole = \"ctb\"),\nperson(given = \"Attila\",\nfamily = \"Gere\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0003-3075-1561\")),\nperson(given = \"Károly\",\nfamily = \"Hébeger\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0003-0965-939X\"))\n)", "Maintainer": "Jochen Staudacher ", "Description": "We provide an implementation for Sum of Ranking\nDifferences (SRD), a novel statistical test introduced by\nHéberger (2010) . The test\nallows the comparison of different solutions through a\nreference by first performing a rank transformation on the\ninput, then calculating and comparing the distances between the\nsolutions and the reference - the latter is measured in the L1\nnorm. The reference can be an external benchmark (e.g. an\nestablished gold standard) or can be aggregated from the data.\nThe calculated distances, called SRD scores, are validated in\ntwo ways, see Héberger and Kollár-Hunek (2011)\n. A randomization test (also called\npermutation test) compares the SRD scores of the solutions to\nthe SRD scores of randomly generated rankings. The second\nvalidation option is cross-validation that checks whether the\nrankings generated from the solutions come from the same\ndistribution or not. For a detailed analysis about the\ncross-validation process see Sziklai, Baranyi and Héberger\n(2021) . The package offers a\nwide array of features related to SRD including the computation\nof the SRD scores, validation options, input preprocessing and\nplotting tools.", "License": "GPL-3", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "SystemRequirements": "C++17, Rtools (>= 4.2) for Windows", "NeedsCompilation": "yes", "RoxygenNote": "7.3.3", "Author": "Jochen Staudacher [aut, cph, cre] (ORCID:\n), Balázs R. Sziklai\n[aut, cph] (ORCID: ),\nLinus Olsson [aut, cph], Dennis Horn [ctb], Alexander Pothmann\n[ctb], Ali Tugay Sen [ctb], Attila Gere [ctb] (ORCID:\n), Károly Hébeger [ctb]\n(ORCID: )", "Packaged": { "Date": "2026-06-30 16:50:57 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-06-30 12:20:09 UTC", "RemoteUrl": "https://github.com/cran/rSRD", "RemoteRef": "HEAD", "RemoteSha": "72935e132b7162ba0db6bb78dabfde296ef86f08", "MD5sum": "1efd192d3c66b9d9b8dd27fad267d3cb", "_user": "cran", "_type": "src", "_file": "rSRD_0.2.0.tar.gz", "_fileid": "a991e5a959b27973ee38682c08e59ec58c70546ef96425cddee9c0a3b96f9f4f", "_filesize": 434589, "_sha256": "a991e5a959b27973ee38682c08e59ec58c70546ef96425cddee9c0a3b96f9f4f", "_created": "2026-06-30T16:50:57.000Z", "_published": "2026-06-30T16:55:25.361Z", "_distro": "resolute", "_jobs": [ { "job": 84349466740, "time": 176, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7987718588" }, { 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"email": "jochen.staudacher@hs-kempten.de", "login": "jhstaudacher", "description": "", "uuid": 75312505, "orcid": "0000-0002-0619-4606" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.13", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "janitor", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "ggrepel", "role": "Imports" }, { "package": "gplots", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-27", "n": 1 } ], "_tags": [ { "name": "0.2.0", "date": "2026-06-30" } ], "_stars": 0, "_contributors": [ { "user": "jhstaudacher", "count": 6, "uuid": 75312505 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 614, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 664, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rSRD" }, "_searchresults": 8, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/rSRD.html", "manual.pdf" ], "_realowner": "jhstaudacher", "_cranurl": false, "_releases": [ { "version": "0.1.4", "date": "2022-12-09" }, { "version": "0.1.5", "date": "2022-12-13" }, { "version": "0.1.6", "date": "2023-02-06" }, { "version": "0.1.7", "date": "2023-02-08" }, { "version": "0.1.8", "date": "2024-11-01" }, { "version": "0.2.0", "date": "2026-06-30" } ], "_exports": [ "calculateCrossValidation", "calculateSRDDistribution", "calculateSRDValues", "plotCrossValidation", "plotHeatmapSRD", "plotPermTest", "utilsCalculateDistance", "utilsCalculateRank", "utilsColorPalette", "utilsCreateReference", "utilsDetailedSRD", "utilsDetailedSRDNoChars", "utilsMaxSRD", "utilsPreprocessDF", "utilsRankingMatrix", "utilsTieProbability" ], "_help": [ { "page": "calculateCrossValidation", "title": "calculateCrossValidation", "topics": [ "calculateCrossValidation" ] }, { "page": "calculateSRDDistribution", "title": "calculateSRDDistribution", "topics": [ "calculateSRDDistribution" ] }, { "page": "calculateSRDValues", "title": "calculateSRDValues", "topics": [ "calculateSRDValues" ] }, { "page": "plotCrossValidation", "title": "plotCrossValidation", "topics": [ "plotCrossValidation" ] }, { "page": "plotHeatmapSRD", "title": "plotHeatmapSRD", "topics": [ "plotHeatmapSRD" ] }, { "page": "plotPermTest", "title": "plotPermTest", "topics": [ "plotPermTest" ] }, { "page": "utilsCalculateDistance", "title": "utilsCalculateDistance", "topics": [ "utilsCalculateDistance" ] }, { "page": "utilsCalculateRank", "title": "utilsCalculateRank", "topics": [ "utilsCalculateRank" ] }, { "page": "utilsColorPalette", "title": "utilsColorPalette", "topics": [ "utilsColorPalette" ] }, { "page": "utilsCreateReference", "title": "utilsCreateReference", "topics": [ "utilsCreateReference" ] }, { "page": "utilsDetailedSRD", "title": "utilsDetailedSRD", "topics": [ "utilsDetailedSRD" ] }, { "page": "utilsDetailedSRDNoChars", "title": "utilsDetailedSRDNoChars", "topics": [ "utilsDetailedSRDNoChars" ] }, { "page": "utilsMaxSRD", "title": "utilsMaxSRD", "topics": [ "utilsMaxSRD" ] }, { "page": "utilsPreprocessDF", "title": "utilsPreprocessDF", "topics": [ "utilsPreprocessDF" ] }, { "page": "utilsRankingMatrix", "title": "utilsRankingMatrix", "topics": [ "utilsRankingMatrix" ] }, { "page": "utilsTieProbability", "title": "utilsTieProbability", "topics": [ "utilsTieProbability" ] } ], "_rundeps": [ "bitops", "caTools", "cli", "cpp11", "dplyr", "farver", "generics", "ggplot2", "ggrepel", "glue", "gplots", "gtable", "gtools", "hms", "isoband", "janitor", "KernSmooth", "labeling", "lifecycle", "lubridate", "magrittr", "pillar", "pkgconfig", "purrr", "R6", "RColorBrewer", "Rcpp", "rlang", "S7", "scales", "snakecase", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "timechange", "utf8", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "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": "rSRD-introduction.Rmd", "filename": "rSRD-introduction.html", "title": "Getting Started with rSRD", "author": "Balázs R. Sziklai (0000-0002-0068-8920)HUN-REN Centre for Economic and Regional Studies, 1097 Tóth Kálmán u. 4, Budapest, HungaryDepartment of Operations Research and Actuarial Sciences, Corvinus University of Budapest, 1093 Fővám tér 8, Budapest, HungaryEmail: sziklai.balazs@krtk.elte.hu, Attila Gere (0000-0003-3075-1561)Hungarian University of Agriculture and Life Sciences, 1118 Villányi út 29-43, Budapest, HungaryEmail: Gere.Attila@uni-mate.hu, Károly Hébeger (0000-0003-0965-939X)Plasma Chemistry Reasearch Group, Institute of Materials and Environmental Chemistry, HUN-REN Research Centre for Natural Sciences, 1117 Magyar tudósok körútja 2, Budapest, HungaryEmail: heberger.karoly@ttk.hu, Jochen Staudacher (0000-0002-0619-4606)Fakultät Informatik, Hochschule Kempten, Bahnhofstr. 61, 87435 Kempten, GermanyEmail: jochen.staudacher@hs-kempten.de", "engine": "knitr::rmarkdown", "headings": [ "What is Sum of Ranking Differences?", "The movies1994 dataset", "Preprocessing", "Constructing a reference column", "Computing SRD values", "Testing significance via permutation tests", "Cross-validation", "Heatmap visualisation", "A note on reproducibility", "Summary of the workflow", "References" ], "created": "2026-06-30 12:20:09", "modified": "2026-06-30 12:20:09", "commits": 1 } ], "_score": 2, "_indexed": false, "_nocasepkg": "rsrd", "_universes": [ "cran" ], "_indexurl": "https://jhstaudacher.r-universe.dev/rSRD", "_previous": "0.1.8", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-06-30T16:53:47.000Z", "distro": "resolute", "arch": "aarch64", "commit": "72935e132b7162ba0db6bb78dabfde296ef86f08", "fileid": "169eaf195fd75e17ca7e4c50d1d94103fd62af1c3e581cf6a9160f3233535689", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28461022959" }, { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-06-30T16:54:21.000Z", "distro": "resolute", "arch": "x86_64", "commit": "72935e132b7162ba0db6bb78dabfde296ef86f08", "fileid": "58ac4d527c1ecaaefd2394d42a13b05ac09158147a1fa8fae9582b7df92c95ec", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28461022959" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-06-30T16:54:29.000Z", "distro": "resolute", "arch": "aarch64", "commit": "72935e132b7162ba0db6bb78dabfde296ef86f08", "fileid": "3341aa9099b5a917f8b00cc0b7135aee7fd998c5aab342fd6b69833ef7aa031a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28461022959" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-06-30T16:53:25.000Z", "distro": "resolute", "arch": "x86_64", "commit": "72935e132b7162ba0db6bb78dabfde296ef86f08", "fileid": "a593522db506e328a0caa4cf0def4a6d152f62dbab28902b6ad68cdac2747deb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28461022959" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-06-30T16:54:02.000Z", "arch": "emscripten", "commit": "72935e132b7162ba0db6bb78dabfde296ef86f08", "fileid": "9dce16f7367b4a990e1f747908f1a3e4cdeb9b71067ba5fecb82c307d96bdf77", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/28461022959" } ] }