{ "_id": "6ace063ba14063b82c3ae9d0", "Package": "submax", "Type": "Package", "Title": "Effect Modification in Observational Studies Using the Submax\nMethod", "Version": "1.1.5", "Authors@R": "person(given = c(\"Paul\", \"R.\"),\nfamily = \"Rosenbaum\",\nrole = c(\"aut\", \"cre\"),\nemail = \"rosenbaum@wharton.upenn.edu\")", "Maintainer": "Paul R. Rosenbaum ", "Description": "Effect modification occurs if a treatment effect is larger\nor more stable in certain subgroups defined by observed\ncovariates. The submax or subgroup-maximum method of Lee et\nal. (2018) does an overall test and\nseparate tests in subgroups, correcting for multiple testing\nusing the joint distribution.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-13 10:19:29 UTC", "User": "root" }, "Author": "Paul R. Rosenbaum [aut, cre]", "Repository": "https://rosenbap.r-universe.dev", "Date/Publication": "2025-04-30 18:43:31 UTC", "RemoteUrl": "https://github.com/cran/submax", "RemoteRef": "HEAD", "RemoteSha": "531ad780c71c4403fd039e97aaee908977272b4c", "_user": "rosenbap", "_type": "src", "_file": "submax_1.1.5.tar.gz", "_fileid": "https://r2.ropensci.org/239409c1c24cca3c09a22943e4d309794f06d95a3f2dc021344ca8a8a2bf4282", "_filesize": 212194, "_sha256": "239409c1c24cca3c09a22943e4d309794f06d95a3f2dc021344ca8a8a2bf4282", "_expires": "2027-01-21T10:21:46.000Z", "_created": "2026-10-13T10:19:29.000Z", "_published": "2026-10-13T10:21:47.842Z", "_buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115246491559, "time": 86, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11803877873" }, { "job": 115246491575, "time": 82, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11804620925" }, { "job": 115246491323, "time": 92, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11803882953" }, { "job": 115246491555, "time": 96, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11803638162" }, { "job": 115245403076, "time": 169, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11804306132" }, { "job": 115246491556, "time": 76, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11803787611" }, { "job": 115246491587, "time": 57, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11804740928" }, { "job": 115246491573, "time": 60, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11804501023" }, { "job": 115246491576, "time": 71, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11803642960" } ], "_upstream": "https://github.com/cran/submax", "_commit": { "id": "531ad780c71c4403fd039e97aaee908977272b4c", "author": "Paul R. Rosenbaum ", "committer": "cran-robot ", "message": "version 1.1.5\n", "time": 1746038611 }, "_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": "stats", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "sensitivityfull", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "rosenbap", "count": 2, "uuid": 254956857 } ], "_userbio": { "uuid": 254956857, "type": "user", "name": "rosenbap", "followers": 0 }, "_downloads": { "count": 227, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/submax" }, "_searchresults": 9, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/submax.html" ], "_realowner": "rosenbap", "_cranurl": false, "_releases": [ { "version": "1.1.1", "date": "2017-12-14" }, { "version": "1.1.5", "date": "2025-04-30" } ], "_exports": [ "amplify", "mscorev", "score", "separable1fc", "submax" ], "_datasets": [ { "name": "Active", "title": "Physical Activity and Survival in NHANES", "object": "Active", "class": [ "data.frame" ], "fields": [ "All", "male", "female", "poor", "notpoor", "smoker", "nonsmoker", "delta", "treated.followup.time", "treated.censored.time", "control.followup.time", "control.censored.time" ], "rows": 470, "table": true, "tojson": true }, { "name": "mercury", "title": "NHANES Mercury/Fish Data", "object": "mercury", "class": [ "data.frame" ], "fields": [ "SEQN", "methylmercury", "fish", "mset", "female", "black" ], "rows": 1191, "table": true, "tojson": true }, { "name": "tbmetaphase", "title": "Genetic damage from drugs used to treat TB", "object": "tbmetaphase", "class": [ "data.frame" ], "fields": [ "HRZ", "H2R2Z2.1", "H2R2Z2.2" ], "rows": 15, "table": true, "tojson": true } ], "_help": [ { "page": "submax-package", "title": "Effect Modification in Observational Studies Using the Submax Method", "topics": [ "submax-package" ] }, { "page": "Active", "title": "Physical Activity and Survival in NHANES", "concept": [ "Observational study", "Matched pairs", "Paired survival data" ], "topics": [ "Active" ] }, { "page": "amplify", "title": "Amplification of sensitivity analysis in observational studies.", "concept": [ "Sensitivity analysis", "Observational study", "Causal inference", "Amplification", "Amplify" ], "topics": [ "amplify" ] }, { "page": "mercury", "title": "NHANES Mercury/Fish Data", "concept": [ "Observational study", "Matched study" ], "topics": [ "mercury" ] }, { "page": "mscorev", "title": "Computes M-scores for Permuational M-tests.", "topics": [ "mscorev" ] }, { "page": "score", "title": "Creates M-scores for Use by submax().", "concept": [ "M-estimate", "M-test" ], "topics": [ "score" ] }, { "page": "separable1fc", "title": "Computes the Separable Approximation.", "topics": [ "separable1fc" ] }, { "page": "submax", "title": "Effect Modification Using the Submax Method in Observational Studies", "concept": [ "Causal inference", "Simultaneous inference", "Sensitivity analysis", "Effect modification", "Subgroup analyses", "Observational studies", "rbounds" ], "topics": [ "submax" ] }, { "page": "tbmetaphase", "title": "Genetic damage from drugs used to treat TB", "topics": [ "tbmetaphase" ] } ], "_rundeps": [ "mvtnorm", "sensitivityfull" ], "_score": 1, "_indexed": true, "_nocasepkg": "submax", "_universes": [ "rosenbap" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.5", "date": "2026-10-13T10:21:08.000Z", "distro": "resolute", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/a1dc78aab0f2bba39ad5a4981d8042272f0cb39f7a8322aa6f89c3fae197a0ab", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.6.1", "os": "linux", "version": "1.1.5", "date": "2026-10-13T10:21:05.000Z", "distro": "resolute", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/07ada99483ae575dced32c926a6abb24a9f7c44ce2fa69f42f7e94e5e9fd9811", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.5.3", "os": "mac", "version": "1.1.5", "date": "2026-10-13T10:21:17.000Z", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/3c6e61c9a78c5c46bf2903ae3c423baf7fab536bef8c8a1b793d6af494a4ee75", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.6.1", "os": "mac", "version": "1.1.5", "date": "2026-10-13T10:21:21.000Z", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/2fc4e0f813c1d7ab0a0670a3df24409609dbcf5072c8c25931818addccd61823", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.5", "date": "2026-10-13T10:21:05.000Z", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/10d1ba6db2d82312263ec0f8ef0e00a5148c41097fe1234018f36a81910127ec", "status": "success", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.7.0", "os": "win", "version": "1.1.5", "date": "2026-10-13T10:20:28.000Z", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/1f450251ef868356f087b01c1d528c4f01ba451de486f2b565eee7b1e688d83a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.5.3", "os": "win", "version": "1.1.5", "date": "2026-10-13T10:20:34.000Z", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/3305ef1ae74dfa1fd445ac0dffea5f4ced8a78556263a469ce4522384918d123", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" }, { "r": "4.6.1", "os": "win", "version": "1.1.5", "date": "2026-10-13T10:20:47.000Z", "commit": "531ad780c71c4403fd039e97aaee908977272b4c", "fileid": "https://r2.ropensci.org/26fb4a71a2c554ee453c694dd4d3e11145c06ade29ad80e072253b2917e41047", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rosenbap/actions/runs/38382245607" } ] }