{ "_id": "6a213e03cd65a98ecbd29809", "Package": "CausalMetaR", "Type": "Package", "Title": "Causally Interpretable Meta-Analysis", "Version": "0.1.3", "Authors@R": "c(person(\"Yi\", \"Lian\", role = \"aut\", email = \"yi.lian@pennmedicine.upenn.edu\"),\nperson(\"Guanbo\", \"Wang\", role = \"aut\", email = \"gwang@hsph.harvard.edu\"),\nperson(\"Sean\", \"McGrath\", role = c(\"aut\", \"cre\"), email = \"sean.mcgrath514@gmail.com\",\ncomment = c(ORCID = \"0000-0002-7281-3516\")),\nperson(\"Issa\", \"Dahabreh\", role = \"aut\"))", "Description": "Provides robust and efficient methods for estimating\ncausal effects in a target population using a multi-source\ndataset, including those of Dahabreh et al. (2019)\n, Robertson et al. (2021)\n, and Wang et al. (2024)\n. The multi-source data can be a\ncollection of trials, observational studies, or a combination\nof both, which have the same data structure (outcome,\ntreatment, and covariates). The target population can be based\non an internal dataset or an external dataset where only\ncovariate information is available. The causal estimands\navailable are average treatment effects and subgroup treatment\neffects. See Wang et al. (2025) for a\ndetailed guide on using the package.", "License": "GPL (>=3)", "Encoding": "UTF-8", "LazyData": "true", "Config/testthat/edition": "3", "RoxygenNote": "7.3.2", "URL": "https://github.com/ly129/CausalMetaR,\nhttps://doi.org/10.1017/rsm.2025.5", "BugReports": "https://github.com/ly129/CausalMetaR/issues", "Repository": "https://ly129.r-universe.dev", "Date/Publication": "2025-04-11 01:10:14 UTC", "RemoteUrl": "https://github.com/ly129/causalmetar", "RemoteRef": "HEAD", "RemoteSha": "8ed771119451d482877e0b03e7128c19c81bd0c0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 08:51:52 UTC", "User": "root" }, "Author": "Yi Lian [aut],\nGuanbo Wang [aut],\nSean McGrath [aut, cre] (ORCID:\n),\nIssa Dahabreh [aut]", "Maintainer": "Sean McGrath ", "MD5sum": "33091ef8b834cce0ea3cfa3a0197a77c", "_user": "ly129", "_type": "src", "_file": "CausalMetaR_0.1.3.tar.gz", "_fileid": "c1de69ab23d34b9f9ae98ca6396e7311100810fc46bc21d8ae869e12c58465b9", "_filesize": 1277213, "_sha256": "c1de69ab23d34b9f9ae98ca6396e7311100810fc46bc21d8ae869e12c58465b9", "_created": "2026-06-04T08:51:52.000Z", "_published": "2026-06-04T08:57:39.173Z", "_distro": "noble", "_jobs": [ { "job": 79483712685, "time": 234, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7407214110" }, { "job": 79483712885, "time": 227, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7407212273" }, { "job": 79483712882, "time": 139, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7407183171" }, { "job": 79483712754, "time": 206, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7407205139" }, { "job": 79483219051, "time": 177, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7407133168" }, { "job": 79483712652, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7407172855" }, { "job": 79483712787, "time": 281, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7407229836" }, { "job": 79483712889, "time": 252, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7407222157" }, { "job": 79483712777, "time": 221, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7407209834" } ], "_buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ly129/causalmetar", "_commit": { "id": "8ed771119451d482877e0b03e7128c19c81bd0c0", "author": "Sean McGrath ", "committer": "Sean McGrath ", "message": "Minor documentation update\n", "time": 1744333814 }, "_maintainer": { "name": "Sean McGrath", "email": "sean.mcgrath514@gmail.com", "login": "stmcg", "description": "Assistant Professor at Washington University St. Louis", "uuid": 47339773, "orcid": "0000-0002-7281-3516" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "glmnet", "role": "Imports" }, { "package": "metafor", "role": "Imports" }, { "package": "nnet", "role": "Imports" }, { "package": "progress", "role": "Imports" }, { "package": "SuperLearner", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "ly129", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 3, "_contributors": [ { "user": "stmcg", "count": 63, "uuid": 47339773 }, { "user": "ly129", "count": 40, "uuid": 23664229 }, { "user": "guanbo-w", "count": 32, "uuid": 20359321 } ], "_userbio": { "uuid": 23664229, "type": "user", "name": "Yi Lian", "description": "PostDoc in Biostatistics" }, "_downloads": { "count": 612, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CausalMetaR" }, "_devurl": "https://github.com/ly129/causalmetar", "_searchresults": 3, "_rbuild": "4.6.0", "_assets": [ "extra/CausalMetaR.html", "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", "manual.pdf" ], "_homeurl": "https://github.com/ly129/causalmetar", "_realowner": "ly129", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2024-01-15" }, { "version": "0.1.2", "date": "2024-06-04" }, { "version": "0.1.3", "date": "2025-04-11" } ], "_exports": [ "ATE_external", "ATE_internal", "STE_external", "STE_internal" ], "_datasets": [ { "name": "dat_external", "title": "External dataset", "object": "dat_external", "class": [ "data.frame" ], "fields": [ "EM", "X2", "X3", "X4", "X5", "X6", "X7", "X8", "X9", "X10", "S", "A", "Y" ], "rows": 10083, "table": true, "tojson": true }, { "name": "dat_multisource", "title": "Multi-source dataset", "object": "dat_multisource", "class": [ "data.frame" ], "fields": [ "EM", "X2", "X3", "X4", "X5", "X6", "X7", "X8", "X9", "X10", "S", "A", "Y" ], "rows": 3917, "table": true, "tojson": true } ], "_help": [ { "page": "ATE_external", "title": "Estimating the Average Treatment Effect (ATE) in an external target population using multi-source data", "topics": [ "ATE_external" ] }, { "page": "ATE_internal", "title": "Estimating the Average Treatment Effect (ATE) in an internal target population using multi-source data", "topics": [ "ATE_internal" ] }, { "page": "dat_external", "title": "External dataset", "topics": [ "dat_external" ] }, { "page": "dat_multisource", "title": "Multi-source dataset", "topics": [ "dat_multisource" ] }, { "page": "plot.ATE_internal", "title": "Plot method for objects of class \"ATE_internal\"", "topics": [ "plot.ATE_internal" ] }, { "page": "plot.STE_internal", "title": "Plot method for objects of class \"STE_internal\"", "topics": [ "plot.STE_internal" ] }, { "page": "print.STE_internal", "title": "Print method for objects of class \"ATE_internal\", \"ATE_external\", \"STE_internal\", or \"STE_external\"", "topics": [ "print.ATE_external", "print.ATE_internal", "print.STE_external", "print.STE_internal" ] }, { "page": "STE_external", "title": "Estimating the Subgroup Treatment Effect (STE) in an external target population using multi-source data", "topics": [ "STE_external" ] }, { "page": "STE_internal", "title": "Estimating the Subgroup Treatment Effect (STE) in an internal target population using multi-source data", "topics": [ "STE_internal" ] }, { "page": "summary.STE_internal", "title": "Summary method for objects of class \"ATE_internal\", \"ATE_external\", \"STE_internal\", or \"STE_external\"", "topics": [ "summary.ATE_external", "summary.ATE_internal", "summary.STE_external", "summary.STE_internal" ] } ], "_readme": "https://github.com/ly129/causalmetar/raw/HEAD/README.md", "_rundeps": [ "bitops", "caTools", "cli", "codetools", "crayon", "cvAUC", "data.table", "digest", "foreach", "gam", "glmnet", "glue", "gplots", "gtools", "hms", "iterators", "KernSmooth", "lattice", "lifecycle", "mathjaxr", "Matrix", "metadat", "metafor", "nlme", "nnet", "nnls", "numDeriv", "pbapply", "pkgconfig", "prettyunits", "progress", "R6", "Rcpp", "RcppEigen", "rlang", "ROCR", "shape", "SuperLearner", "survival", "vctrs" ], "_score": 3.4771212547196626, "_indexed": true, "_nocasepkg": "causalmetar", "_universes": [ "ly129", "stmcg" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.3", "date": "2026-06-04T08:53:57.000Z", "distro": "noble", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "a2af19dd4a624c520df9e23274105f1a5da81ff789916fdd48c1c7a428d1ab62", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.6.0", "os": "linux", "version": "0.1.3", "date": "2026-06-04T08:53:52.000Z", "distro": "noble", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "da1d28530d00fe402900847a9c3718740316ab5f2047cef241c526b7c0557247", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.5.3", "os": "mac", "version": "0.1.3", "date": "2026-06-04T08:53:20.000Z", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "231ff290a844f82a00d2b71cbeb2104ba31f3889ec2b9c9c22e9d006896555e3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.6.0", "os": "mac", "version": "0.1.3", "date": "2026-06-04T08:53:50.000Z", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "f3152e6dd25a6503b37523c0fcc86fd68f46d022aba38a2bac41fa99c0e9ecef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.3", "date": "2026-06-04T08:53:58.000Z", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "ca36ffac6cefb835530a4fffff2d47fe325d55f23032a9717d1fb49a418a0712", "status": "success", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.7.0", "os": "win", "version": "0.1.3", "date": "2026-06-04T08:53:33.000Z", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "511b6b46dfd5fe8a716b77701e4b0f786257837b69b76bfda794be011d95cd7b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.5.3", "os": "win", "version": "0.1.3", "date": "2026-06-04T08:53:21.000Z", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "418a31230c731554a580022dc59c92f7096ce22898a263d53041fb6da30a6278", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" }, { "r": "4.6.0", "os": "win", "version": "0.1.3", "date": "2026-06-04T08:53:06.000Z", "commit": "8ed771119451d482877e0b03e7128c19c81bd0c0", "fileid": "cdaed931befee269999e23f37e96c00bee44d035b6f1c682dd1655920965cd55", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ly129/actions/runs/26941283219" } ] }