{ "_id": "6a18a69bacfb0bcc41dc8ac6", "Package": "fwb", "Type": "Package", "Title": "Fractional Weighted Bootstrap", "Version": "0.6.0", "Authors@R": "c(\nperson(\"Noah\", \"Greifer\", role=c(\"aut\", \"cre\"),\nemail = \"noah.greifer@gmail.com\",\ncomment=c(ORCID=\"0000-0003-3067-7154\"))\n)", "Description": "An implementation of the fractional weighted bootstrap to\nbe used as a drop-in for functions in the 'boot' package. The\nfractional weighted bootstrap (also known as the Bayesian\nbootstrap) involves drawing weights randomly that are applied\nto the data rather than resampling units from the data. See Xu\net al. (2020) for details.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "URL": "https://ngreifer.github.io/fwb/, https://github.com/ngreifer/fwb", "BugReports": "https://github.com/ngreifer/fwb/issues", "Roxygen": "list(markdown = TRUE)", "LazyData": "true", "Config/testthat/edition": "3", "Config/testthat/parallel": "false", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Repository": "https://ngreifer.r-universe.dev", "Date/Publication": "2026-05-28 19:22:36 UTC", "RemoteUrl": "https://github.com/ngreifer/fwb", "RemoteRef": "HEAD", "RemoteSha": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-28 20:29:55 UTC", "User": "root" }, "Author": "Noah Greifer [aut, cre] (ORCID:\n)", "Maintainer": "Noah Greifer ", "MD5sum": "747ac15766cabbacbeed2788966094c4", "_user": "ngreifer", "_type": "src", "_file": "fwb_0.6.0.tar.gz", "_fileid": "70cccd79c666a084ee1e768c22463ad805d4563c8694830801de0f351776fd1e", "_filesize": 651292, "_sha256": "70cccd79c666a084ee1e768c22463ad805d4563c8694830801de0f351776fd1e", "_created": "2026-05-28T20:29:55.000Z", "_published": "2026-05-28T20:33:31.144Z", "_distro": "noble", "_jobs": [ { "job": 78382343918, "time": 180, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7276670888" }, { "job": 78382343989, "time": 158, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7276663579" }, { "job": 78382343943, "time": 107, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7276646438" }, { "job": 78382344046, "time": 119, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7276650707" }, { "job": 78381769065, "time": 192, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7276610491" }, { "job": 78382343944, "time": 109, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7276647496" }, { "job": 78382344056, "time": 139, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7276657251" }, { "job": 78382344062, "time": 175, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7276668916" }, { "job": 78382344019, "time": 184, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7276671990" } ], "_buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ngreifer/fwb", "_commit": { "id": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "author": "Noah Greifer ", "committer": "Noah Greifer ", "message": "Prep for submission\n", "time": 1779996156 }, "_maintainer": { "name": "Noah Greifer", "email": "noah.greifer@gmail.com", "login": "ngreifer", "twitter": "@noah_greifer", "description": "Data Science Specialist at Harvard University Institute for Quantitative Social Science (IQSS)", "uuid": 20465600, "orcid": "0000-0003-3067-7154" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "arg", "version": ">= 0.1.1", "role": "Imports" }, { "package": "rlang", "version": ">= 1.2.0", "role": "Imports" }, { "package": "pbapply", "version": ">= 1.7-2", "role": "Imports" }, { "package": "generics", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "survival", "role": "Suggests" }, { "package": "cobalt", "role": "Suggests" }, { "package": "boot", "version": ">= 1.3-31", "role": "Suggests" }, { "package": "mvtnorm", "version": ">= 1.3-3", "role": "Suggests" }, { "package": "sandwich", "version": ">= 2.4-0", "role": "Suggests" }, { "package": "ggdist", "version": ">= 3.3.3", "role": "Suggests" }, { "package": "lmtest", "role": "Suggests" }, { "package": "nnet", "role": "Suggests" }, { "package": "parallel", "role": "Suggests" }, { "package": "future", "role": "Suggests" }, { "package": "future.apply", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.2.3", "role": "Suggests" }, { "package": "waldo", "version": ">= 0.6.1", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "ngreifer", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-24", "n": 5 }, { "week": "2025-25", "n": 4 }, { "week": "2025-26", "n": 1 }, { "week": "2025-28", "n": 6 }, { "week": "2025-33", "n": 1 }, { "week": "2025-38", "n": 3 }, { "week": "2025-46", "n": 10 }, { "week": "2025-51", "n": 1 }, { "week": "2026-05", "n": 2 }, { "week": "2026-16", "n": 1 }, { "week": "2026-22", "n": 3 } ], "_tags": [], "_stars": 8, "_contributors": [ { "user": "ngreifer", "count": 79, "uuid": 20465600 } ], "_userbio": { "uuid": 20465600, "type": "user", "name": "Noah Greifer", "description": "Data Science Specialist at Harvard University Institute for Quantitative Social Science (IQSS)" }, "_downloads": { "count": 5730, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fwb" }, "_devurl": "https://github.com/ngreifer/fwb", "_pkgdown": "https://ngreifer.github.io/fwb/", "_searchresults": 10, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/fwb.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/ngreifer/fwb", "_realowner": "ngreifer", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2022-09-19" }, { "version": "0.1.1", "date": "2022-10-26" }, { "version": "0.1.2", "date": "2023-10-03" }, { "version": "0.2.0", "date": "2023-12-07" }, { "version": "0.3.0", "date": "2025-03-03" }, { "version": "0.4.0", "date": "2025-06-12" }, { "version": "0.5.0", "date": "2025-07-08" }, { "version": "0.5.1", "date": "2025-09-19" } ], "_exports": [ "fwb", "fwb.array", "fwb.ci", "get_ci", "get_fwb_wtype", "set_fwb_wtype", "vcovFWB", "w_center", "w_cor", "w_cov", "w_mean", "w_median", "w_quantile", "w_scale", "w_sd", "w_std", "w_var" ], "_datasets": [ { "name": "bearingcage", "title": "Bearing Cage field failure data", "object": "bearingcage", "class": [ "data.frame" ], "fields": [ "hours", "failure" ], "rows": 1703, "table": true, "tojson": true } ], "_help": [ { "page": "bearingcage", "title": "Bearing Cage field failure data", "topics": [ "bearingcage" ] }, { "page": "fwb", "title": "Fractional Weighted Bootstrap", "topics": [ "fwb", "print.fwb" ] }, { "page": "fwb.array", "title": "Recover Bootstrap Weights", "topics": [ "fwb.array" ] }, { "page": "fwb.ci", "title": "Fractional Weighted Bootstrap Confidence Intervals", "topics": [ "fwb.ci", "print.fwbci" ] }, { "page": "get_ci", "title": "Extract Confidence Intervals from a 'bootci' Object", "topics": [ "get_ci" ] }, { "page": "plot.fwb", "title": "Plots of the Output of a Fractional Weighted Bootstrap", "topics": [ "plot.fwb" ] }, { "page": "set_fwb_wtype", "title": "Set weights type", "topics": [ "get_fwb_wtype", "set_fwb_wtype" ] }, { "page": "summary.fwb", "title": "Summarize 'fwb' Output", "topics": [ "confint.fwb", "summary.fwb" ] }, { "page": "vcovFWB", "title": "Fractional Weighted Bootstrap Covariance Matrix Estimation", "topics": [ "vcovFWB" ] }, { "page": "w_mean", "title": "Calculate weighted statistics", "topics": [ "w_center", "w_cor", "w_cov", "w_mean", "w_median", "w_quantile", "w_scale", "w_sd", "w_std", "w_var" ] } ], "_readme": "https://github.com/ngreifer/fwb/raw/HEAD/README.md", "_rundeps": [ "arg", "cli", "generics", "pbapply", "rlang" ], "_vignettes": [ { "source": "fwb-rep.Rmd", "filename": "fwb-rep.html", "title": "Reproducibility and Parallelization with fwb", "engine": "knitr::rmarkdown", "headings": [ "Case 1: No parallelization (cl = NULL)", "Case 2: simple = FALSE, non-random statistic", "Case 3: cl is an integer", "Case 4: cl is \"future\"", "Case 5: cl is a cluster object", "Computing BCa confidence intervals", "verbose" ], "created": "2025-03-03 21:07:14", "modified": "2026-01-27 17:17:22", "commits": 4 } ], "_score": 6.878728553173239, "_indexed": true, "_nocasepkg": "fwb", "_universes": [ "ngreifer" ], "_previous": "0.5.1.9003", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.6.0", "date": "2026-05-28T20:32:19.000Z", "distro": "noble", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "b86a4a8af5937b4882be1706a2b97a51151c26ccd1f32e2f4183e3aebc63b915", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.6.0", "os": "linux", "version": "0.6.0", "date": "2026-05-28T20:32:05.000Z", "distro": "noble", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "fef7f2ceadb56937ad7da79ff2642c636cc46423166abfe02279ed9aea1dedd8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0", "date": "2026-05-28T20:31:23.000Z", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "0d47fccf3ecb636a889b1a91bc9b1f5f25829c276b5c0d83311e3f6b43dffbae", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.6.0", "os": "mac", "version": "0.6.0", "date": "2026-05-28T20:31:35.000Z", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "2a1fe9349613531aa9e2e8fbce1966dfc46f35bd950d23324097af373f9d9e20", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.6.0", "os": "wasm", "version": "0.6.0", "date": "2026-05-28T20:32:03.000Z", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "40310f0cfd034142900ebc5a8070f7d6eb3e67d7ac85abfbe2d9286218c7997e", "status": "success", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.7.0", "os": "win", "version": "0.6.0", "date": "2026-05-28T20:31:11.000Z", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "f89b88b1df3e2e6829a1091af7670f1e6f7aba0f81aab5f763cbcc1a3c3780bc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.5.3", "os": "win", "version": "0.6.0", "date": "2026-05-28T20:31:47.000Z", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "5192aaf7688517fa9da288f1238e142d32d44106dfddd055eb615f594b62960b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" }, { "r": "4.6.0", "os": "win", "version": "0.6.0", "date": "2026-05-28T20:31:54.000Z", "commit": "4a13a6a4d853dc3bf1feb459d88633ef8b03adb0", "fileid": "4c6facd609717e95cd47eebd030bd942d52cb0295ffb132108bf8ccc55ce03b2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ngreifer/actions/runs/26600236481" } ] }