{ "_id": "6a292c8c732311cd875a4c0d", "Package": "MRStdCRT", "Type": "Package", "Title": "Model-Robust Standardization in Cluster-Randomized Trials", "Version": "0.1.0", "Author": "Jiaqi Tong, Changjun Li, Xi Fang, Chao Cheng, Bingkai Wang, Fan\nLi.", "Maintainer": "Changjun Li ", "Description": "Implements model-robust standardization for\ncluster-randomized trials (CRTs). Provides functions that\nstandardize user-specified regression models to estimate\nmarginal treatment effects. The estimands include the\ncluster-average and individual-average treatment effects, with\nutilities for variance estimation and example simulation\ndatasets.", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-10 09:06:46 UTC", "User": "root" }, "Config/pak/sysreqs": "cmake make libicu-dev", "Repository": "https://deckardt98.r-universe.dev", "Date/Publication": "2025-10-26 23:18:26 UTC", "RemoteUrl": "https://github.com/deckardt98/mrstdcrt", "RemoteRef": "HEAD", "RemoteSha": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "MD5sum": "b1719ae70ccd0b6539dc92afe684dabf", "_user": "deckardt98", "_type": "src", "_file": "MRStdCRT_0.1.0.tar.gz", "_fileid": "172e60fafb7021d94ca01e8d5e537fcaa332a482e5526b4cd75b0198e9f1ca49", "_filesize": 244397, "_sha256": "172e60fafb7021d94ca01e8d5e537fcaa332a482e5526b4cd75b0198e9f1ca49", "_created": "2026-06-10T09:06:46.000Z", "_published": "2026-06-10T09:21:16.488Z", "_distro": "noble", "_jobs": [ { "job": 80522025969, "time": 155, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7531350674" }, { "job": 80522026027, "time": 161, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7531352926" }, { "job": 80522026057, "time": 230, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7531586555" }, { "job": 80522025919, "time": 149, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7531512564" }, { "job": 80521363454, "time": 214, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7531291943" }, { "job": 80522026040, "time": 114, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7531335158" }, { "job": 80522025951, "time": 120, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7531337535" }, { "job": 80522026097, "time": 106, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7531332742" }, { "job": 80522026002, "time": 111, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7531333716" } ], "_buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/deckardt98/mrstdcrt", "_commit": { "id": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "author": "Changjun666 ", "committer": "GitHub ", "message": "Add files via upload", "time": 1761520706 }, "_maintainer": { "name": "Changjun Li", "email": "changjun.li@yale.edu" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1", "role": "Depends" }, { "package": "dplyr", "version": ">= 1.0.0", "role": "Imports" }, { "package": "geepack", "version": ">= 1.3-2", "role": "Imports" }, { "package": "lme4", "version": ">= 1.1-25", "role": "Imports" }, { "package": "nlme", "version": ">= 3.1-150", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "deckardt98", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-38", "n": 4 }, { "week": "2025-40", "n": 1 }, { "week": "2025-42", "n": 5 }, { "week": "2025-43", "n": 7 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "changjun-li", "count": 13, "uuid": 209264930 }, { "user": "fancy575", "count": 4, "uuid": 80437393 } ], "_userbio": { "uuid": 109323959, "type": "user", "name": "deckardt98" }, "_downloads": { "count": 134, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MRStdCRT" }, "_devurl": "https://github.com/deckardt98/mrstdcrt", "_searchresults": 5, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MRStdCRT.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/deckardt98/mrstdcrt", "_realowner": "deckardt98", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2025-11-11" } ], "_exports": [ "MRStdCRT_fit" ], "_datasets": [ { "name": "data_sim_binary", "title": "Example Dataset: Simulated CRT (binary outcome)", "object": "data_sim_binary", "class": [ "data.frame" ], "fields": [ "Y", "Y1", "Y0", "X1", "X2", "A", "N", "H1", "H2", "cluster_id" ], "rows": 3309, "table": true, "tojson": true }, { "name": "data_sim_continuous", "title": "Example Dataset: Simulated CRT (continuous outcome)", "object": "data_sim_continuous", "class": [ "data.frame" ], "fields": [ "Y", "Y1", "Y0", "X1", "X2", "A", "N", "H1", "H2", "cluster_id" ], "rows": 3133, "table": true, "tojson": true }, { "name": "ppact", "title": "Example Dataset: PPACT", "object": "ppact", "class": [ "data.frame" ], "fields": [ "SID", "CLUST", "INTERVENTION", "AGE", "FEMALE", "comorbid", "Dep_OR_Anx", "pain_count", "BL_benzo_flag", "BL_avg_daily", "PEGS_bl", "satisfied_primary", "PEGS", "n" ], "rows": 712, "table": true, "tojson": true } ], "_help": [ { "page": "data_sim_binary", "title": "Example Dataset: Simulated CRT (binary outcome)", "topics": [ "data_sim_binary" ] }, { "page": "data_sim_continuous", "title": "Example Dataset: Simulated CRT (continuous outcome)", "topics": [ "data_sim_continuous" ] }, { "page": "MRStdCRT_fit", "title": "Model-robust Standardization Estimators for the Cluster Randomized Trials", "topics": [ "MRStdCRT_fit" ] }, { "page": "MRStdCRT_point", "title": "Modet-robust standardization in CRT Point Estimate", "topics": [ "MRStdCRT_point" ] }, { "page": "ppact", "title": "Example Dataset: PPACT", "topics": [ "ppact" ] }, { "page": "summary.MRS_obj", "title": "Summarize a 'MRS_obj' Fit", "topics": [ "summary.MRS_obj" ] } ], "_readme": "https://github.com/deckardt98/mrstdcrt/raw/HEAD/README.md", "_rundeps": [ "backports", "boot", "broom", "cli", "cpp11", "dplyr", "geepack", "generics", "glue", "lattice", "lifecycle", "lme4", "magrittr", "MASS", "Matrix", "minqa", "nlme", "nloptr", "pillar", "pkgconfig", "purrr", "R6", "rbibutils", "Rcpp", "RcppEigen", "Rdpack", "reformulas", "rlang", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "withr" ], "_vignettes": [ { "source": "introduction.Rmd", "filename": "introduction.html", "title": "Introduction to MRStdCRT", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Model robust standardization", "Data Structure and Description", "Syntax", "Illustrative example with PPACT data sets", "Illustrative Example", "Step 1: Prepare the Treatment Assignment Probabilities", "Step 2: Fit the robust_CRT Model" ], "created": "2025-09-16 00:28:19", "modified": "2025-10-26 23:04:45", "commits": 3 } ], "_score": 4.301029995663981, "_indexed": true, "_nocasepkg": "mrstdcrt", "_universes": [ "deckardt98" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-10T09:09:17.000Z", "distro": "noble", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "38ecee4d22ff288e02442f9557d2368af932cc1ad3580bc5942dc7490ef7edca", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-10T09:09:23.000Z", "distro": "noble", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "b29edc987e732e9ee2af02503f5dec8eb7f8426f94665053049805c2936662eb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-10T09:19:37.000Z", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "26b13cb9ee7c561c8a0d96f7a7f7c44ddeb7cf09a63cebc71b7b10dfb084064a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-10T09:16:30.000Z", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "87519f7f55b026e37604cde0c688b76964856a5673af486eb49e48fec3bf7db9", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-10T09:09:15.000Z", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "78a46def305c4839d015cd37e9fc4fdbdb2195914077d710ad94acaf967d3f35", "status": "success", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-06-10T09:08:40.000Z", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "8d2749c723273f1941d0d9ede2922d12d367a54cd81be901c9b630f559e9b95c", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-06-10T09:08:27.000Z", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "b14fc649c3de1aa1139347d64ca0263d51ca40d8eafa2865798a39249e5bee41", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-06-10T09:08:34.000Z", "commit": "e9c54f5474195aa1d389b355e8d7c8ae991896a4", "fileid": "03967525a7d80d580b24a42496be75b499de989901c9587978b59a03c85a25b8", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/deckardt98/actions/runs/27265449831" } ] }