{ "_id": "6ab8c9aa99f7aa8c6aa36921", "Package": "debiasedTrialEmulation", "Type": "Package", "Title": "Pipeline for Debiased Target Trial Emulation", "Version": "0.1.2", "Authors@R": "c(person(\"Bingyu\", \"Zhang\", role = c(\"aut\",\"cre\"), email = \"bingyuz7@sas.upenn.edu\"),\nperson(\"Yiwen\", \"Lu\", role = \"aut\"),\nperson(\"Huilin\", \"Tang\", role = \"aut\"),\nperson(\"Dazheng\",\"Zhang\", role = \"aut\"),\nperson(\"Yuqing\", \"Lei\", role = \"aut\"),\nperson(\"Tingyin\", \"Wang\", role = \"aut\"),\nperson(\"Siqi\", \"Chen\", role = \"aut\"),\nperson(\"Yong\",\"Chen\",role = \"aut\",email = \"ychen123@pennmedicine.upenn.edu\"))", "Description": "Supports propensity score-based methods—including\nmatching, stratification, and weighting—for estimating causal\ntreatment effects. It also implements calibration using\nnegative control outcomes to enhance robustness.\n'debiasedTrialEmulation' facilitates effect estimation for both\nbinary and time-to-event outcomes, supporting risk ratio (RR),\nodds ratio (OR), and hazard ratio (HR) as effect measures. It\nintegrates statistical modeling and visualization tools to\nassess covariate balance, equipoise, and bias calibration.\nAdditional methods—including approaches to address immortal\ntime bias, information bias, selection bias, and informative\ncensoring—are under development. Users interested in these\nextended features are encouraged to contact the package\nauthors.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Author": "Bingyu Zhang [aut, cre], Yiwen Lu [aut], Huilin Tang [aut],\nDazheng Zhang [aut], Yuqing Lei [aut], Tingyin Wang [aut], Siqi\nChen [aut], Yong Chen [aut]", "Maintainer": "Bingyu Zhang ", "Packaged": { "Date": "2026-09-27 07:42:18 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-03-20 03:13:02 UTC", "RemoteUrl": "https://github.com/cran/debiasedTrialEmulation", "RemoteRef": "HEAD", "RemoteSha": "bd76d4b542082dbc769e3c05f6d1454cdc1762a8", "_user": "cran", "_type": "src", "_file": "debiasedTrialEmulation_0.1.2.tar.gz", "_fileid": "https://r2.ropensci.org/e9bee3aa66a7d3d8098e4433e9bb75046a9eeaacde953e58187bdf500deb1811", "_filesize": 1907058, "_sha256": "e9bee3aa66a7d3d8098e4433e9bb75046a9eeaacde953e58187bdf500deb1811", 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