{ "_id": "6a23c9e8530b9bc726be1330", "Package": "robmed", "Type": "Package", "Title": "(Robust) Mediation Analysis", "Version": "1.3.0", "Date": "2025-12-08", "Description": "Perform mediation analysis via the fast-and-robust\nbootstrap test ROBMED (Alfons, Ates & Groenen, 2022a;\n), as well as various other\nmethods. Details on the implementation and code examples can be\nfound in Alfons, Ates, and Groenen (2022b)\n. Further discussion on robust\nmediation analysis can be found in Alfons & Schley (2025)\n.", "License": "GPL (>= 2)", "URL": "https://github.com/aalfons/robmed", "BugReports": "https://github.com/aalfons/robmed/issues", "LazyData": "yes", "VignetteBuilder": "knitr", "Authors@R": "c(person(\"Andreas\", \"Alfons\",\nemail = \"alfons@ese.eur.nl\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-2513-3788\")),\nperson(\"Nufer Y.\", \"Ates\", role = \"dtc\",\ncomment = c(ORCID = \"0000-0003-4572-4101\",\n\"provided the BSG2014 data\")))", "Author": "Andreas Alfons [aut, cre]\n(), Nufer Y. Ates [dtc]\n(, provided the BSG2014\ndata)", "Maintainer": "Andreas Alfons ", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Repository": "https://aalfons.r-universe.dev", "Date/Publication": "2025-12-08 18:25:51 UTC", "RemoteUrl": "https://github.com/aalfons/robmed", "RemoteRef": "HEAD", "RemoteSha": "938f47613f3ab5d78e27802d41556060cbaac309", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-06 07:11:10 UTC", "User": "root" }, "MD5sum": "83318c3f4ed90468e53f6af4cae81b5d", "_user": "aalfons", "_type": "src", "_file": "robmed_1.3.0.tar.gz", "_fileid": "e121af90e8ba22f1de4e5e76a10c18c03094fef86779897b8080196f57a562cc", "_filesize": 1428045, "_sha256": "e121af90e8ba22f1de4e5e76a10c18c03094fef86779897b8080196f57a562cc", "_created": "2026-06-06T07:11:10.000Z", "_published": "2026-06-06T07:19:04.864Z", "_distro": "noble", "_jobs": [ { "job": 79860063108, "time": 430, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7452351672" }, { "job": 79860063105, "time": 195, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7452320193" }, { "job": 79860063106, "time": 200, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7452320624" }, { "job": 79860063100, "time": 174, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7452317336" }, { "job": 79859845926, "time": 214, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7452292635" }, { "job": 79860063103, "time": 98, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7452307132" }, { "job": 79860063118, "time": 188, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7452319197" }, { "job": 79860063114, "time": 219, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7452323271" }, { "job": 79860063113, "time": 193, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7452319901" } ], "_buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/aalfons/robmed", "_commit": { "id": "938f47613f3ab5d78e27802d41556060cbaac309", "author": "Andreas Alfons ", "committer": "Andreas Alfons ", "message": "updated help files\n", "time": 1765218351 }, "_maintainer": { "name": "Andreas Alfons", "email": "alfons@ese.eur.nl", "login": "aalfons", "orcid": "0000-0002-2513-3788", "description": "", "uuid": 977208 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "ggplot2", "version": ">= 3.3.0", "role": "Depends" }, { "package": "robustbase", "version": ">= 0.92-7", "role": "Depends" }, { "package": "boot", "version": ">= 1.3-20", "role": "Imports" }, { "package": "grid", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "quantreg", "version": ">= 5.36", "role": "Imports" }, { "package": "sn", "version": ">= 1.5-4", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "aalfons", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-23", "n": 2 }, { "week": "2025-35", "n": 1 }, { "week": "2025-36", "n": 2 }, { "week": "2025-37", "n": 1 }, { "week": "2025-50", "n": 2 } ], "_tags": [ { "name": "v1.2.2", "date": "2025-09-06" }, { "name": "v1.3.0", "date": "2025-12-08" } ], "_stars": 6, "_contributors": [ { "user": "aalfons", "count": 532, "uuid": 977208 } ], "_userbio": { "uuid": 977208, "type": "user", "name": "Andreas Alfons" }, "_downloads": { "count": 217, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/robmed" }, "_devurl": "https://github.com/aalfons/robmed", "_searchresults": 40, "_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/readme.html", "extra/readme.md", "extra/robmed.html", "manual.pdf" ], "_homeurl": "https://github.com/aalfons/robmed", "_realowner": "aalfons", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2016-09-12" }, { "version": "0.1.1", "date": "2016-09-14" }, { "version": "0.2.0", "date": "2018-09-25" }, { "version": "0.3.0", "date": "2018-11-05" }, { "version": "0.4.0", "date": "2019-09-13" }, { "version": "0.5.0", "date": "2019-10-22" }, { "version": "0.6.0", "date": "2020-02-13" }, { "version": "0.7.0", "date": "2020-06-08" }, { "version": "0.8.0", "date": "2021-01-06" }, { "version": "0.9.0", "date": "2021-06-04" }, { "version": "0.10.0", "date": "2022-02-21" }, { "version": "0.10.1", "date": "2022-03-17" }, { "version": "0.11.0", "date": "2022-05-23" }, { "version": "1.0.0", "date": "2022-08-17" }, { "version": "1.0.1", "date": "2023-03-25" }, { "version": "1.0.2", "date": "2023-06-17" }, { "version": "1.1.0", "date": "2024-11-03" }, { "version": "1.2.0", "date": "2024-12-10" }, { "version": "1.2.1", "date": "2025-02-08" }, { "version": "1.2.2", "date": "2025-09-08" }, { "version": "1.3.0", "date": "2025-12-11" } ], "_exports": [ "boot_samples", "ci_plot", "cov_control", "cov_Huber", "cov_ML", "covariates", "density_plot", "ellipse_plot", "fit_mediation", "m", "median_reg_control", "MM_reg_control", "p_value", "parallel_m", "reg_control", "retest", "rmediation", "robmed", "serial_m", "setup_ci_plot", "setup_density_plot", "setup_ellipse_plot", "setup_weight_plot", "sim_mediation", "test_mediation", "weight_plot" ], "_datasets": [ { "name": "BSG2014", "title": "Business simulation game data", "object": "BSG2014", "class": [ "data.frame" ], "fields": [ "GenderDiversity", "AgeDiversity", "ValueDiversity", "SharedLeadership", "TaskConflict", "ProcessConflict", "TMS", "ProceduralJustice", "InteractionalJustice", "TeamPerformance", "TeamCommitment", "SharedExperience", "TeamScore" ], "rows": 89, "table": true, "tojson": true } ], "_help": [ { "page": "robmed-package", "title": "(Robust) Mediation Analysis", "topics": [ "robmed-package" ] }, { "page": "boot_samples", "title": "Draw bootstrap samples", "topics": [ "boot_samples" ] }, { "page": "BSG2014", "title": "Business simulation game data", "topics": [ "BSG2014" ] }, { "page": "ci_plot", "title": "Dot plot with confidence intervals", "topics": [ "ci_plot", "ci_plot.boot_test_mediation", "ci_plot.default", "ci_plot.list", "ci_plot.setup_ci_plot", "ci_plot.sobel_test_mediation" ] }, { "page": "coef.test_mediation", "title": "Coefficients in (robust) mediation analysis", "topics": [ "coef.boot_test_mediation", "coef.fit_mediation", "coef.test_mediation" ] }, { "page": "confint.test_mediation", "title": "Confidence intervals from (robust) mediation analysis", "topics": [ "confint.boot_test_mediation", "confint.sobel_test_mediation", "confint.test_mediation" ] }, { "page": "cov_control", "title": "Tuning parameters for Huber M-estimation of location and scatter", "topics": [ "cov_control" ] }, { "page": "cov_Huber", "title": "Huber M-estimator of location and scatter", "topics": [ "cov_Huber", "print.cov_Huber" ] }, { "page": "cov_ML", "title": "Maximum likelihood estimator of mean vector and covariance matrix", "topics": [ "cov_ML", "print.cov_ML" ] }, { "page": "density_plot", "title": "Density plot of the indirect effect(s)", "topics": [ "density_plot", "density_plot.default", "density_plot.list", "density_plot.setup_density_plot", "density_plot.sobel_test_mediation" ] }, { "page": "ellipse_plot", "title": "Diagnostic plot with a tolerance ellipse", "topics": [ "ellipse_plot", "ellipse_plot.default", "ellipse_plot.setup_ellipse_plot" ] }, { "page": "fit_mediation", "title": "(Robustly) fit a mediation model", "topics": [ "fit_mediation", "fit_mediation.default", "fit_mediation.formula", "print.fit_mediation", "summary.cov_fit_mediation", "summary.reg_fit_mediation" ] }, { "page": "m", "title": "Create an object of hypothesized mediators or control variables", "topics": [ "covariates", "m", "parallel_m", "serial_m" ] }, { "page": "p_value", "title": "p-Values from (robust) mediation analysis", "topics": [ "p_value", "p_value.boot_test_mediation", "p_value.sobel_test_mediation" ] }, { "page": "plot-methods", "title": "Plot (robust) mediation analysis results", "topics": [ "autoplot.fit_mediation", "autoplot.test_mediation", "plot-methods", "plot.fit_mediation", "plot.test_mediation" ] }, { "page": "reg_control", "title": "Tuning parameters for robust regression", "topics": [ "median_reg_control", "MM_reg_control", "reg_control" ] }, { "page": "retest", "title": "Retest for mediation", "topics": [ "retest", "retest.boot_test_mediation", "retest.sobel_test_mediation" ] }, { "page": "setup_ci_plot", "title": "Set up information for a dot plot with confidence intervals", "topics": [ "setup_ci_plot", "setup_ci_plot.boot_test_mediation", "setup_ci_plot.list", "setup_ci_plot.sobel_test_mediation" ] }, { "page": "setup_density_plot", "title": "Set up information for a density plot of the indirect effect(s)", "topics": [ "setup_density_plot", "setup_density_plot.boot_test_mediation", "setup_density_plot.list", "setup_density_plot.sobel_test_mediation" ] }, { "page": "setup_ellipse_plot", "title": "Set up a diagnostic plot with a tolerance ellipse", "topics": [ "setup_ellipse_plot", "setup_ellipse_plot.cov_fit_mediation", "setup_ellipse_plot.list", "setup_ellipse_plot.reg_fit_mediation", "setup_ellipse_plot.test_mediation" ] }, { "page": "setup_weight_plot", "title": "Set up a diagnostic plot of robust regression weights", "topics": [ "setup_weight_plot", "setup_weight_plot.reg_fit_mediation", "setup_weight_plot.test_mediation" ] }, { "page": "sim_mediation", "title": "Generate data from a fitted mediation model", "topics": [ "rmediation", "sim_mediation", "sim_mediation.fit_mediation", "sim_mediation.test_mediation" ] }, { "page": "summary.test_mediation", "title": "Summary of results from (robust) mediation analysis", "topics": [ "summary.boot_test_mediation", "summary.sobel_test_mediation", "summary.test_mediation" ] }, { "page": "test_mediation", "title": "(Robust) mediation analysis", "topics": [ "print.boot_test_mediation", "print.sobel_test_mediation", "robmed", "test_mediation", "test_mediation.default", "test_mediation.fit_mediation", "test_mediation.formula" ] }, { "page": "weight_plot", "title": "Diagnostic plot of robust regression weights", "topics": [ "weight_plot", "weight_plot.default", "weight_plot.setup_weight_plot" ] }, { "page": "weights.cov_Huber", "title": "Robustness weights of Huber M-estimation of location and scatter", "topics": [ "weights.cov_Huber" ] } ], "_readme": "https://github.com/aalfons/robmed/raw/HEAD/README.md", "_rundeps": [ "boot", "cli", "cpp11", "DEoptimR", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "MASS", "Matrix", "MatrixModels", "mnormt", "numDeriv", "quantreg", "R6", "RColorBrewer", "rlang", "robustbase", "S7", "scales", "sn", "SparseM", "survival", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "robmed-intro.Rnw", "filename": "robmed-intro.pdf", "title": "Robust Mediation Analysis: The R Package robmed", "engine": "knitr::knitr", "headings": [], "created": "2022-02-18 21:33:07", "modified": "2025-12-08 16:01:22", "commits": 15 } ], "_score": 6.2552725051033065, "_indexed": true, "_nocasepkg": "robmed", "_universes": [ "aalfons" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.0", "date": "2026-06-06T07:16:59.000Z", "distro": "noble", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "532398cd9e0a4afc44303af58841cd6ee0626146e133f96738b34d51c53d26ea", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.6.0", "os": "linux", "version": "1.3.0", "date": "2026-06-06T07:13:17.000Z", "distro": "noble", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "e347f0474e6f9f0c47766303ccdfc5945dffc72444d3bd97e2e8824239cbb71a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.5.3", "os": "mac", "version": "1.3.0", "date": "2026-06-06T07:13:24.000Z", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "7e38abc5ec84f578ecb6e0b2650f685ef2f2cfc20d1240a4c1a4562cd6ad828d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.6.0", "os": "mac", "version": "1.3.0", "date": "2026-06-06T07:13:17.000Z", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "853194d47b9441174701a39827c1075853790bc376fd0dbb6bd9e1c07e57801d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.0", "date": "2026-06-06T07:13:17.000Z", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "abdf129a6195d35c849aba9120f818b5a7935479018a9a2cd3cf409ccb29d1b7", "status": "success", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.7.0", "os": "win", "version": "1.3.0", "date": "2026-06-06T07:12:44.000Z", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "5e5b7815bfe2fdbae515c7268567ba6a7ae2b00016ea1b65ed382a52bfb0d9fd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.5.3", "os": "win", "version": "1.3.0", "date": "2026-06-06T07:13:04.000Z", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "d6157c98ddfd1a35a7092d4f96885fb0a345a4539321a73239b3a1636be87541", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" }, { "r": "4.6.0", "os": "win", "version": "1.3.0", "date": "2026-06-06T07:12:50.000Z", "commit": "938f47613f3ab5d78e27802d41556060cbaac309", "fileid": "668d2b333b33f11d869c5b50727567b3b0eb8e4ad47c317c458801d2731e69b2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aalfons/actions/runs/27055794538" } ] }