{ "_id": "6a1f36d7b401979e73428a1d", "Package": "RcausalEGM", "Type": "Package", "Title": "A General Causal Inference Framework by Encoding Generative\nModeling", "Version": "0.3.3", "Date": "2023-03-22", "Authors@R": "c(\nperson(\"Qiao\", \"Liu\", role = c(\"aut\", \"cre\"), email = \"liuqiao@stanford.edu\"),\nperson(\"Wing\", \"Wong\", role = \"aut\"),\nperson(\"Balasubramanian\", \"Narasimhan\", role = \"ctb\")\n)", "Maintainer": "Qiao Liu ", "Description": "CausalEGM is a general causal inference framework for\nestimating causal effects by encoding generative modeling,\nwhich can be applied in both discrete and continuous treatment\nsettings. A description of the methods is given in Liu (2022)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "URL": "https://github.com/SUwonglab/CausalEGM", "BugReports": "https://github.com/SUwonglab/CausalEGM/issues", "RoxygenNote": "7.2.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-15 06:10:20 UTC", "User": "root" }, "Author": "Qiao Liu [aut, cre], Wing Wong [aut], Balasubramanian\nNarasimhan [ctb]", "Config/pak/sysreqs": "libpng-dev python3", "Repository": "https://teddy880.r-universe.dev", "Date/Publication": "2023-03-28 11:00:11 UTC", "RemoteUrl": "https://github.com/cran/RcausalEGM", "RemoteRef": "HEAD", "RemoteSha": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "MD5sum": "27d29b4b65eb1b31dab5eb14330b5507", "_user": "teddy880", "_type": "src", "_file": "RcausalEGM_0.3.3.tar.gz", "_fileid": "c918a6244efe4cfae6015273843a26ce220f0fc7806cbdc3aafeb64aa9c8abfb", "_filesize": 116486, "_sha256": "c918a6244efe4cfae6015273843a26ce220f0fc7806cbdc3aafeb64aa9c8abfb", "_created": "2026-05-15T06:10:20.000Z", "_published": "2026-06-02T20:02:31.977Z", "_distro": "noble", "_jobs": [ { "job": 79160783868, "time": 140, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7011209921" }, { "job": 79160783955, "time": 139, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7011209495" }, { "job": 79160784228, "time": 227, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7011222287" }, { "job": 79160784005, "time": 184, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7011220823" }, { "job": 79160783476, "time": 219, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7011180594" }, { "job": 79160783259, "time": 126, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7368474428" }, { "job": 79160783901, "time": 127, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7011206954" }, { "job": 79160784152, "time": 148, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7011211310" }, { "job": 79160784217, "time": 127, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7011207252" } ], "_buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/RcausalEGM", "_commit": { "id": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "author": "Qiao Liu ", "committer": "cran-robot ", "message": "version 0.3.3\n", "time": 1680001211 }, "_maintainer": { "name": "Qiao Liu", "email": "liuqiao@stanford.edu", "login": "teddy880", "uuid": 56241064 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6.0", "role": "Depends" }, { "package": "reticulate", "role": "Imports" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "teddy880", "count": 1, "uuid": 56241064 } ], "_userbio": { "uuid": 56241064, "type": "user", "name": "Qiao Liu", "description": "Postdoc at Stanford" }, "_downloads": { "count": 158, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RcausalEGM" }, "_devurl": "https://github.com/suwonglab/causalegm", "_searchresults": 8, "_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/RcausalEGM.html", "manual.pdf" ], "_realowner": "teddy880", "_cranurl": false, "_releases": [ { "version": "0.3.3", "date": "2023-03-28" } ], "_exports": [ "causalegm", "get_est", "install_causalegm" ], "_help": [ { "page": "causalegm", "title": "Main function for estimating causal effect in either binary or continuous treatment settings.", "topics": [ "causalegm" ] }, { "page": "get_est", "title": "Make predictions with causalEGM model.", "topics": [ "get_est" ] }, { "page": "install_causalegm", "title": "Install the python CausalEGM package", "topics": [ "install_causalegm" ] } ], "_rundeps": [ "here", "jsonlite", "lattice", "Matrix", "png", "rappdirs", "Rcpp", "RcppTOML", "reticulate", "rlang", "rprojroot", "withr" ], "_vignettes": [ { "source": "binary_treatment.Rmd", "filename": "binary_treatment.html", "title": "Binary Treatment", "engine": "knitr::rmarkdown", "headings": [ "Data Generation", "Model training", "Treatment Effect Estimation", "Predicting Counterfactual Outcome", "Estimating Conditional Average Treatment Effect (CATE)" ], "created": "2023-03-28 11:00:11", "modified": "2023-03-28 11:00:11", "commits": 1 }, { "source": "continous_treatment.Rmd", "filename": "continous_treatment.html", "title": "Continous Treatment", "engine": "knitr::rmarkdown", "headings": [ "Data Generation", "Model training", "Treatment Effect Estimation", "Plot of the average dose-response function (ADRF)" ], "created": "2023-03-28 11:00:11", "modified": "2023-03-28 11:00:11", "commits": 1 } ], "_score": 2.3010299956639813, "_indexed": true, "_nocasepkg": "rcausalegm", "_universes": [ "teddy880", "suwonglab" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.3", "date": "2026-05-15T06:12:27.000Z", "distro": "noble", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "94468ad8080118128fdf3820e5384eb4d57c08a2020bf071a84a2a3f96188f30", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.6.0", "os": "linux", "version": "0.3.3", "date": "2026-05-15T06:12:27.000Z", "distro": "noble", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "b7f7e82d37940e13c19a26d8cedab0ba3d3517188e86d58033c5fa70968252c9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.5.3", "os": "mac", "version": "0.3.3", "date": "2026-05-15T06:13:27.000Z", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "c30499ef7dee06b9b060e13db9561eb9514dd778699e44e8437b76879e87dd3a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.6.0", "os": "mac", "version": "0.3.3", "date": "2026-05-15T06:13:21.000Z", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "8380d29d9a59a6f4897d4c5bcd59fd8ad345d557bdc60d90de1861ed2caeecc1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.7.0", "os": "win", "version": "0.3.3", "date": "2026-05-15T06:11:35.000Z", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "5666e49b643ac55f9c56f03296c84e0c0ccb6b7dbc94e6785c2f4d5265659e60", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.5.3", "os": "win", "version": "0.3.3", "date": "2026-05-15T06:11:36.000Z", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "5b62ee8559f2cd9eb7f61bd4a996f54266397692fe10b05c129d47e39f5396bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.6.0", "os": "win", "version": "0.3.3", "date": "2026-05-15T06:11:36.000Z", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "2485802b3a9f0f4c9371e3ce05f95921bef8d10413fce92170fffd219dd3b51c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.3", "date": "2026-06-02T20:02:17.000Z", "commit": "af91dbabbd8b6937d4e4531a275f1cd0005b0e60", "fileid": "90eec7cd50405ecd950656ddc0aab575098c8255c39024e080e15249c140ca78", "status": "success", "buildurl": "https://github.com/r-universe/teddy880/actions/runs/25903194344" } ] }