{ "_id": "6a195afbacfb0bcc41de426b", "Package": "rwetools", "Title": "Estimating Propensity Scores (PS), PS-Based Weights, and Effects", "Version": "0.1.2", "Authors@R": "c(\nperson(\"Hanseul\", \"Cho\", email=\"hanseul0618@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Georg\", \"Hahn\", email=\"ghahn@bwh.harvard.edu\", role=\"aut\"),\nperson(\"Janinne\", \"Ortega-Montiel\", email=\"jomontiel@bwh.harvard.edu\", role=\"aut\"),\nperson(\"Julie\", \"Paik\", email=\"jmpaik@mednet.ucla.edu\", role=\"aut\"),\nperson(\"Elisabetta\", \"Patorno\", email=\"epatorno@mednet.ucla.edu\", role=\"aut\")\n)", "Description": "Toolbox that provides a streamlined, end-to-end workflow\nfor propensity score analysis in generating real-world evidence\nfrom real-world data. The package covers the full analytic\npipeline - from estimating propensity scores via logistic\nregression, to calculating weights or creating a matched\ncohort, to generating publication-ready Table 1s with\nstandardized mean differences and weighted balance diagnostics.\nIt also estimates incidence rates, hazard ratios, risk ratios,\nand risk differences with support for stratified and\ndirect-standardized analyses. All core functions produce\nformatted 'Excel' reports with embedded 'README' documentation,\nmaking results immediately shareable with collaborators and\nstakeholders. Methods are based on Rosenbaum and Rubin (1983)\n, Austin (2011)\n, and Desai et al. (2017)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Language": "en-US", "RoxygenNote": "7.3.3", "URL": "https://github.com/hanseul0618/rwetools", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-29 08:09:44 UTC", "User": "root" }, "Author": "Hanseul Cho [aut, cre], Georg Hahn [aut], Janinne\nOrtega-Montiel [aut], Julie Paik [aut], Elisabetta Patorno\n[aut]", "Maintainer": "Hanseul Cho ", "Config/pak/sysreqs": "make", "Repository": "https://hanseul0618.r-universe.dev", "Date/Publication": "2026-05-28 17:07:25 UTC", "RemoteUrl": "https://github.com/cran/rwetools", "RemoteRef": "HEAD", "RemoteSha": "7c6a8eafd99415d77504464a1afb3a94e747921a", "MD5sum": "04223fb37f44fa7a16ae9c063e7029ec", "_user": "hanseul0618", "_type": "src", "_file": "rwetools_0.1.2.tar.gz", "_fileid": "1963a7f7dd31b7009710473d5360fb112959ee627aaa1d47748029813336defa", "_filesize": 260571, "_sha256": "1963a7f7dd31b7009710473d5360fb112959ee627aaa1d47748029813336defa", "_created": "2026-05-29T08:09:44.000Z", "_published": "2026-05-29T09:23:07.020Z", "_distro": "noble", "_jobs": [ { "job": 78462921146, "time": 136, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7286138703" }, { "job": 78462921064, "time": 153, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7286143927" }, { "job": 78462921101, "time": 174, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7287392539" }, { "job": 78462921048, "time": 130, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7287382426" }, { "job": 78462529731, "time": 168, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7286101325" }, { "job": 78462921054, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7286131630" }, { "job": 78462921049, "time": 94, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7286126890" }, { "job": 78462921100, "time": 108, 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}, { "package": "ggplot2", "role": "Suggests" }, { "package": "MatchIt", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-22", "n": 1 } ], "_tags": [ { "name": "0.1.2", "date": "2026-05-28" } ], "_stars": 0, "_contributors": [ { "user": "hanseul0618", "count": 1, "uuid": 210746087 } ], "_userbio": { "uuid": 210746087, "type": "user", "name": "Hanseul Cho" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rwetools" }, "_devurl": "https://github.com/hanseul0618/rwetools", "_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/rwetools.html", "manual.pdf" ], "_realowner": "hanseul0618", "_cranurl": false, "_releases": [ { "version": "0.1.2", "date": "2026-05-28" } ], "_exports": [ "build_table1", "create_ps_fs_weights", "create_ps_matched_cohort", "create_ps_weights", "estimate_hr_ir", "estimate_ps", "estimate_rr_rd" ], "_help": [ { "page": "build_table1", "title": "Build a Table 1 comparing baseline characteristics between groups", "topics": [ "build_table1" ] }, { "page": "create_ps_fs_weights", "title": "Calculate PS Fine Stratification Weights, Trim Non-overlapping Regions, and Generate Diagnostics", "topics": [ "create_ps_fs_weights" ] }, { "page": "create_ps_matched_cohort", "title": "Perform propensity score matching and optionally generate diagnostic reports.", "topics": [ "create_ps_matched_cohort" ] }, { "page": "create_ps_weights", "title": "Calculate propensity score weights and optionally generate diagnostic reports.", "topics": [ "create_ps_weights" ] }, { "page": "estimate_hr_ir", "title": "Estimate Incidence Rates and Hazard Ratios", "topics": [ "estimate_hr_ir" ] }, { "page": "estimate_ps", "title": "Calculate propensity scores and add them to 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