{ "_id": "6a1ef6feb401979e7341765f", "Package": "robumeta", "Type": "Package", "Title": "Robust Variance Meta-Regression", "Version": "2.0", "Date": "2017-05-29", "Authors@R": "c(\nperson(\"Zachary\",\"Fisher\", email = \"fish.zachary@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Elizabeth\", \"Tipton\", role = \"aut\"),\nperson(\"Hou\", \"Zhipeng\", role = \"aut\")\n)", "Description": "Functions for conducting robust variance estimation (RVE)\nmeta-regression using both large and small sample RVE\nestimators under various weighting schemes. These methods are\ndistribution free and provide valid point estimates, standard\nerrors and hypothesis tests even when the degree and structure\nof dependence between effect sizes is unknown. Also included\nare functions for conducting sensitivity analyses under\ncorrelated effects weighting and producing RVE-based forest\nplots.", "URL": "https://github.com/zackfisher/robumeta", "BugReports": "https://github.com/zackfisher/robumeta/issues", "License": "GPL-2", "LazyData": "true", "RoxygenNote": "6.0.1", "VignetteBuilder": "R.rsp", "Repository": "https://zackfisher.r-universe.dev", "Date/Publication": "2021-02-22 15:37:02 UTC", "RemoteUrl": "https://github.com/zackfisher/robumeta", "RemoteRef": "HEAD", "RemoteSha": "149634925e00501d78f1d5d4ff724d83a6b780f7", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-19 06:25:49 UTC", "User": "root" }, "Author": "Zachary Fisher [aut, cre],\nElizabeth Tipton [aut],\nHou Zhipeng [aut]", "Maintainer": "Zachary Fisher ", "MD5sum": "b1fa7a2cd64a0e97bba25283520cfade", "_user": "zackfisher", "_type": "src", "_file": "robumeta_2.0.tar.gz", "_fileid": "0f2696b7176be1fa04f9f5a9dde396202ce452828e2f4dd8013e8b92122b3ff8", "_filesize": 579181, "_sha256": "0f2696b7176be1fa04f9f5a9dde396202ce452828e2f4dd8013e8b92122b3ff8", "_created": "2026-05-19T06:25:49.000Z", "_published": "2026-06-02T15:30:06.882Z", "_distro": "noble", "_jobs": [ { "job": 79108569379, "time": 131, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7076351352" }, { "job": 79108569262, "time": 121, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7076349022" }, { "job": 79108569317, "time": 111, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7076346370" }, { "job": 79108569421, "time": 96, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7076342370" }, { "job": 79108569125, "time": 131, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7076317096" }, { "job": 79108568441, "time": 77, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7362292479" }, { "job": 79108569222, "time": 67, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "" }, { "job": 79108569112, "time": 65, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7076334422" }, { "job": 79108569581, "time": 77, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7076337891" } ], "_buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/zackfisher/robumeta", "_commit": { "id": "149634925e00501d78f1d5d4ff724d83a6b780f7", "author": "Zachary Fisher ", "committer": "Zachary Fisher ", "message": "Update digits arg for print.robu.\n", "time": 1614008222 }, "_maintainer": { "name": "Zachary Fisher", "email": "fish.zachary@gmail.com", "login": "zackfisher", "description": "", "uuid": 16293907 }, "_registered": true, "_dependencies": [ { "package": "clubSandwich", "role": "Suggests" }, { "package": "R.rsp", "role": "Suggests" } ], "_owner": "zackfisher", "_selfowned": true, "_usedby": 4, "_updates": [], "_tags": [], "_stars": 9, "_contributors": [ { "user": "windshield999", "count": 20, "uuid": 18368005 }, { "user": "zackfisher", "count": 14, "uuid": 16293907 }, { "user": "jepusto", "count": 1, "uuid": 4543266 } ], "_userbio": { "uuid": 16293907, "type": "user", "name": "Zachary Fisher" }, "_downloads": { "count": 5890, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/robumeta" }, "_mentions": 30, "_devurl": "https://github.com/zackfisher/robumeta", "_searchresults": 239, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/robumeta.html", "manual.pdf" ], "_homeurl": "https://github.com/zackfisher/robumeta", "_realowner": "zackfisher", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2014-01-08" }, { "version": "1.1", "date": "2014-03-20" }, { "version": "1.2", "date": "2014-08-20" }, { "version": "1.3", "date": "2014-08-20" }, { "version": "1.4", "date": "2014-12-09" }, { "version": "1.5", "date": "2015-01-12" }, { "version": "1.6", "date": "2015-03-19" }, { "version": "1.7", "date": "2016-10-21" }, { "version": "1.8", "date": "2016-11-04" }, { "version": "2.0", "date": "2017-05-29" }, { "version": "2.1", "date": "2023-03-28" } ], "_exports": [ "forest.robu", "group.center", "group.mean", "robu", "sensitivity" ], "_datasets": [ { "name": "corrdat", "title": "Data for Fitting Correlated Effects Model", "object": "corrdat", "class": [ "data.frame" ], "fields": [ "esid", "studyid", "effectsize", "var", "binge", "followup", "males", "college" ], "rows": 172, "table": true, "tojson": true }, { "name": "corrdat.sm", "title": "Data for Fitting Correlated Effects Model With Small-Sample Corrections", "object": "corrdat.sm", "class": [ "data.frame" ], "fields": [ "studynum", "effect.size", "var.eff.size", "personal", "perwhite", "wave" ], "rows": 300, "table": true, "tojson": true }, { "name": "hedgesdat", "title": "hedgesdat", "object": "hedgesdat", "class": [ "data.frame" ], "fields": [ "study", "k1", "effectsize", "vareffsize" ], "rows": 179, "table": true, "tojson": true }, { "name": "hierdat", "title": "Data for Fitting Hierarchical Effects Model", "object": "hierdat", "class": [ "data.frame" ], "fields": [ "esid", "studyid", "effectsize", "var", "binge", "sreport", "males", "age", "followup" ], "rows": 68, "table": true, "tojson": true }, { "name": "oswald2013", "title": "IAT Criterion-Related Correlations", "object": "oswald2013", "class": [ "data.frame" ], "fields": [ "Study", "Crit.Domain", "IAT.ID", "IAT.Focus", "Crit.ID", "Crit.Cat", "Scoring", "Target", "Type", "Sample.ID", "N", "R" ], "rows": 308, "table": true, "tojson": true }, { "name": "oswald2013.ex1", "title": "IAT Criterion-Related Correlations", "object": "oswald2013.ex1", "class": [ "data.frame" ], "fields": [ "Study", "Crit.Domain", "IAT.ID", "IAT.Focus", "Crit.ID", "Crit.Cat", "Scoring", "Target", "Type", "Sample.ID", "N", "R", "effect.size", "var.eff.size" ], "rows": 32, "table": true, "tojson": true } ], "_help": [ { "page": "corrdat", "title": "Data for Fitting Correlated Effects Model", "topics": [ "corrdat" ] }, { "page": "corrdat.sm", "title": "Data for Fitting Correlated Effects Model With Small-Sample Corrections", "topics": [ "corrdat.sm" ] }, { "page": "forest.robu", "title": "Forest Plots for Robust Variance Estimation Meta-Analysis", "topics": [ "forest.robu" ] }, { "page": "group.center", "title": "Convenience function for calculating group-centered covariates.", "topics": [ "group.center" ] }, { "page": "group.mean", "title": "Convenience function for calculating group-mean covariates.", "topics": [ "group.mean" ] }, { "page": "hedgesdat", "title": "hedgesdat", "topics": [ "hedgesdat" ] }, { "page": "hierdat", "title": "Data for Fitting Hierarchical Effects Model", "topics": [ "hierdat" ] }, { "page": "oswald2013", "title": "IAT Criterion-Related Correlations", "topics": [ "oswald2013" ] }, { "page": "oswald2013.ex1", "title": "IAT Criterion-Related Correlations", "topics": [ "oswald2013.ex1" ] }, { "page": "predict.robu", "title": "Prediction method for a robumeta object.", "topics": [ "predict.robu" ] }, { "page": "print.robu", "title": "Outputs Model Information", "topics": [ "print.robu" ] }, { "page": "robu", "title": "Fitting Robust Variance Meta-Regression Models", "topics": [ "CORR", "HIER", "robu", "USER" ] }, { "page": "sensitivity", "title": "Sensitivity Analysis for Correlated Effects RVE", "topics": [ "sensitivity" ] } ], "_rundeps": [], "_vignettes": [ { "source": "robumetaVignette.pdf.asis", "filename": "robumetaVignette.pdf", "title": "robumeta Vignette", "engine": "R.rsp::asis", "headings": [], "created": "2017-05-29 20:05:12", "modified": "2017-05-29 20:05:12", "commits": 1 } ], "_score": 8.48296694688617, "_indexed": true, "_nocasepkg": "robumeta", "_universes": [ "zackfisher" ], "_binaries": [ { "r": "4.7.0", "os": "win", "version": "2.0", "date": "2026-04-19T05:24:03.000Z", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "c9415913848e7b4ee30e05476d7a0a4eec7f66eb570c600217ec5a0fc73c4f54", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/24621728301" }, { "r": "4.7.0", "os": "linux", "version": "2.0", "date": "2026-05-19T06:27:58.000Z", "distro": "noble", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "a088d4ecc3e5fe2d3eccde988c961468eb9d68879b7db83b7b5236407491e640", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" }, { "r": "4.6.0", "os": "linux", "version": "2.0", "date": "2026-05-19T06:27:51.000Z", "distro": "noble", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "5bd96969e227f7b4616f58d79f984aa9fcca9c234d7a6d0ce1dbae61e6bc88c3", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" }, { "r": "4.5.3", "os": "mac", "version": "2.0", "date": "2026-05-19T06:27:41.000Z", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "0fe95b4c754fca76aaacc5bb33b4242a3d498cd7b96013c08f3007ba3ee8d3b6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" }, { "r": "4.6.0", "os": "mac", "version": "2.0", "date": "2026-05-19T06:27:28.000Z", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "2613f085725410302322683533ca7cdd0ee8657827f3996c36533a8837e412d3", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" }, { "r": "4.5.3", "os": "win", "version": "2.0", "date": "2026-05-19T06:26:53.000Z", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "04cfd9b3fd50476b3b678b0634d8193d5da4e4071f376060c5bc0ca83ddc03b0", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" }, { "r": "4.6.0", "os": "win", "version": "2.0", "date": "2026-05-19T06:27:05.000Z", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "0558e17a72f31bafbe7de027214ab38e44863a04f806c6054f908a9e41171cc9", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" }, { "r": "4.6.0", "os": "wasm", "version": "2.0", "date": "2026-06-02T15:29:44.000Z", "commit": "149634925e00501d78f1d5d4ff724d83a6b780f7", "fileid": "0e2270d3a82f5999dc47a0b6550bc604ce8a4a1f368b2d53b38f1726e97cf13d", "status": "success", "buildurl": "https://github.com/r-universe/zackfisher/actions/runs/26080164694" } ] }