{ "_id": "6a55e6bfff0138dec5d6a5a4", "Package": "informedSen", "Type": "Package", "Title": "Sensitivity Analysis Informed by a Test for Bias", "Version": "1.0.7", "Author": "Paul R Rosenbaum", "Maintainer": "Paul R Rosenbaum ", "Description": "After testing for biased treatment assignment in an\nobservational study using an unaffected outcome, the\nsensitivity analysis is constrained to be compatible with that\ntest. The package uses the optimization software gurobi\nobtainable from , together with its\nassociated R package, also called gurobi; see:\n.\nThe method is a substantial computational and practical\nenhancement of a concept introduced in Rosenbaum (1992)\nDetecting bias with confidence in observational studies\nBiometrika, 79(2), 367-374 .", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-14 07:32:50 UTC", "User": "root" }, "Repository": "https://rosenbap.r-universe.dev", "Date/Publication": "2021-08-04 08:50:05 UTC", "RemoteUrl": "https://github.com/cran/informedSen", "RemoteRef": "HEAD", "RemoteSha": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "_user": "rosenbap", "_type": "src", "_file": "informedSen_1.0.7.tar.gz", "_fileid": "https://r2.ropensci.org/9ea5d3390a6b284523668e590038328906f3eb15af515d9a3c784ec8c751b151", "_filesize": 134768, "_sha256": "9ea5d3390a6b284523668e590038328906f3eb15af515d9a3c784ec8c751b151", "_expires": "2026-10-22T07:35:25.000Z", "_created": "2026-07-14T07:32:50.000Z", "_published": "2026-07-14T07:35:27.305Z", "_jobs": [ { "job": 87026676553, "time": 108, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8303573513" }, { "job": 87026676556, "time": 102, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8303571098" }, { "job": 87026676514, "time": 104, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8303571883" }, { "job": 87026676525, "time": 90, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8303566782" }, { "job": 87026095580, "time": 191, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8303532844" }, { "job": 87026676560, "time": 104, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8303571162" }, { "job": 87026676604, "time": 59, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8303555074" }, { "job": 87026676554, "time": 118, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8303577191" }, { "job": 87026676573, "time": 106, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8303573880" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895", "_status": "success", "_upstream": "https://github.com/cran/informedSen", "_commit": { "id": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "author": "Paul R Rosenbaum ", "committer": "cran-robot ", "message": "version 1.0.7\n", "time": 1628067005 }, "_maintainer": { "name": "Paul R Rosenbaum", "email": "rosenbaum@wharton.upenn.edu", "login": "rosenbap", "description": "", "uuid": 254956857 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "sensitivitymult", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "gurobi", "role": "Enhances" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "rosenbap", "count": 1, "uuid": 254956857 } ], "_userbio": { "uuid": 254956857, "type": "user", "name": "rosenbap", "followers": 0 }, "_downloads": { "count": 88, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/informedSen" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/informedSen.html", "manual.pdf" ], "_realowner": "rosenbap", "_cranurl": false, "_releases": [ { "version": "1.0.7", "date": "2021-08-04" } ], "_exports": [ "informedsen", "senmscores" ], "_datasets": [ { "name": "HDL", "title": "Light Daily Alcohol and HDL Cholesterol Levels", "object": "HDL", "class": [ "data.frame" ], "fields": [ "SEQN", "nh", "z", "mset", "age", "female", "education", "hdl", "mmercury" ], "rows": 800, "table": true, "tojson": true } ], "_help": [ { "page": "informedSen-package", "title": "Sensitivity Analysis Informed by a Test for Bias", "concept": [ "Sensitivity analysis", "Observational study", "Placebo test", "Test for bias", "Causal inference", "Control outcome", "Unaffected outcome", "Known effect" ], "topics": [ "informedSen-package", "informedSen" ] }, { "page": "HDL", "title": "Light Daily Alcohol and HDL Cholesterol Levels", "topics": [ "HDL" ] }, { "page": "informedsen", "title": "Sensitivity Analysis Informed by a Test for Unmeasured Bias", "concept": [ "Sensitivity analysis", "Observational study", "Placebo test", "Test for bias", "Causal inference", "Control outcome", "Unaffected outcome", "Known effect" ], "topics": [ "informedsen" ] }, { "page": "senmscores", "title": "Computes M-scores for M-tests.", "topics": [ "senmscores" ] } ], "_rundeps": [ "sensitivitymult" ], "_score": 1, "_indexed": true, "_nocasepkg": "informedsen", "_universes": [ "rosenbap" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.7", "date": "2026-07-14T07:34:45.000Z", "distro": "resolute", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/8f661bbc58bfa6b29264e06f29b952791d2bff4e62eb7e8ff6cebcca5b592067", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.6.1", "os": "linux", "version": "1.0.7", "date": "2026-07-14T07:34:39.000Z", "distro": "resolute", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/9c7bfb675c0b67117aa1ca38a3f513cb1f32c2984e0ea6874e6ae7fce5f5980e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.5.3", "os": "mac", "version": "1.0.7", "date": "2026-07-14T07:34:41.000Z", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/35b96a1a15fbad1a126d7d8151aa8474aebd2cc2a21408daf4d2014d753feb30", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.6.1", "os": "mac", "version": "1.0.7", "date": "2026-07-14T07:34:28.000Z", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/2f1322a54953eff1467ff939f46829d6c6bac3af635284d14bb500451c1ec125", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.7", "date": "2026-07-14T07:34:47.000Z", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/cd8f84c37afb5209d9f7f1e97050381ff211508f298200cf6581ddaf98413bd6", "status": "success", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.7.0", "os": "win", "version": "1.0.7", "date": "2026-07-14T07:33:53.000Z", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/9b74d72cef9b24ab1bc506110c52a633d74e6edd5e56d56f8ce48f579310a6da", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.5.3", "os": "win", "version": "1.0.7", "date": "2026-07-14T07:34:51.000Z", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/debbf6b86111b7a5a2e774da772d3035c7e4123705b5eda2eb6c4e17080dbee9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" }, { "r": "4.6.1", "os": "win", "version": "1.0.7", "date": "2026-07-14T07:34:43.000Z", "commit": "4d94e1b7324d80a5d6598487108d60eba1ce3212", "fileid": "https://r2.ropensci.org/15c7e98e2e640958e97792f2f54465a79b94e05756f954f62ed911e31c0712cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/29314730895" } ] }