{ "_id": "6ad078c9e2d863f662954d2c", "Package": "lvimp", "Type": "Package", "Title": "Perform Inference on Summaries of Longitudinal\nAlgorithm-Agnostic Variable Importance", "Version": "1.0.0", "Authors@R": "c(person(given = \"Brian D.\",\nfamily = \"Williamson\",\nrole = c(\"aut\", \"cre\"),\nemail = \"brian.d.williamson@kp.org\",\ncomment = c(ORCID = \"0000-0002-7024-548X\"))\n)", "Description": "Calculate point estimates of and valid confidence\nintervals for longitudinal summaries of nonparametric,\nalgorithm-agnostic variable importance measures. For more\ndetails, see Williamson et al. (2024)\n.", "License": "MIT + file LICENSE", "URL": "https://bdwilliamson.github.io/lvimp/", "BugReports": "https://github.com/bdwilliamson/lvimp/issues", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.2", "Encoding": "UTF-8", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://bdwilliamson.r-universe.dev", "Date/Publication": "2025-12-09 00:42:06 UTC", "RemoteUrl": "https://github.com/bdwilliamson/lvimp", "RemoteRef": "HEAD", "RemoteSha": "9bcd6cd46641266c38cc12730467edd48a844add", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-15 06:32:17 UTC", "User": "root" }, "Author": "Brian D. Williamson [aut, cre] (ORCID:\n)", "Maintainer": "Brian D. Williamson ", "_user": "bdwilliamson", "_type": "src", "_file": "lvimp_1.0.0.tar.gz", "_fileid": "https://r2.ropensci.org/73d549225f15dd5f2bb03a65ff11eff7f516fff2b8f9a6a9d20ae652e32e368c", "_filesize": 131469, "_sha256": "73d549225f15dd5f2bb03a65ff11eff7f516fff2b8f9a6a9d20ae652e32e368c", "_expires": "2027-01-23T06:55:03.000Z", "_created": "2026-10-15T06:32:17.000Z", "_published": "2026-10-15T06:55:05.201Z", "_buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116283103251, "time": 183, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11953121282" }, { "job": 116283103271, "time": 150, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11953470664" }, { "job": 116283103142, "time": 215, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11953657650" }, { "job": 116283103139, "time": 159, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11953138800" }, { "job": 116281834124, "time": 234, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11952628360" }, { "job": 116283103097, "time": 117, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11952793646" }, { "job": 116283103121, "time": 84, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11952573595" }, { "job": 116283103182, "time": 95, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11952828413" }, { "job": 116283103279, "time": 106, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11953101139" } ], "_upstream": "https://github.com/bdwilliamson/lvimp", "_commit": { "id": "9bcd6cd46641266c38cc12730467edd48a844add", "author": "Brian Williamson ", "committer": "Brian Williamson ", "message": "Add Erica as methodology author\n", "time": 1765240926 }, "_maintainer": { "name": "Brian D. Williamson", "email": "brian.d.williamson@kp.org", "login": "bdwilliamson", "description": "Associate Investigator at Kaiser Permanente Washington Health Research Institute. Interested in inference in high-dimensional settings.", "uuid": 13205756, "orcid": "0000-0002-7024-548X" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "vimp", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "SuperLearner", "role": "Suggests" } ], "_owner": "bdwilliamson", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-48", "n": 5 }, { "week": "2025-49", "n": 5 }, { "week": "2025-50", "n": 1 } ], "_tags": [ { "name": "v1.0.0", "date": "2025-12-01" } ], "_stars": 1, "_contributors": [ { "user": "bdwilliamson", "count": 41, "uuid": 13205756 } ], "_userbio": { "uuid": 13205756, "type": "user", "name": "Brian Williamson", "followers": 43, "description": "Associate Investigator at Kaiser Permanente Washington Health Research Institute. Interested in inference in high-dimensional settings." }, "_downloads": { "count": 192, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/lvimp" }, "_devurl": "https://github.com/bdwilliamson/lvimp", "_pkgdown": "https://bdwilliamson.github.io/lvimp/", "_searchresults": 1, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/lvimp.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/bdwilliamson/lvimp", "_realowner": "bdwilliamson", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2025-12-11" } ], "_exports": [ "lvim", "lvim_autc", "lvim_average", "lvim_trend" ], "_help": [ { "page": "format.lvim", "title": "Format a 'lvim' object", "topics": [ "format.lvim" ] }, { "page": "lvim", "title": "Create a Longitudinal Variable Importance Object", "topics": [ "lvim" ] }, { "page": "lvim_autc", "title": "Area Under the Variable Importance Trajectory", "topics": [ "lvim_autc" ] }, { "page": "lvim_average", "title": "Average Longitudinal Variable Importance", "topics": [ "lvim_average" ] }, { "page": "lvim_trend", "title": "Linear Trend in the Longitudinal Variable Importance Trajectory", "topics": [ "lvim_trend" ] }, { "page": "print.lvim", "title": "Print a 'lvim' object", "topics": [ "print.lvim" ] } ], "_readme": "https://github.com/bdwilliamson/lvimp/raw/HEAD/README.md", "_rundeps": [ "bitops", "boot", "caTools", "cli", "codetools", "cpp11", "cvAUC", "data.table", "digest", "dplyr", "foreach", "furrr", "future", "gam", "generics", "globals", "glue", "gplots", "gtools", "iterators", "KernSmooth", "lifecycle", "listenv", "magrittr", "MASS", "nnls", "parallelly", "pillar", "pkgconfig", "purrr", "R6", "rlang", "ROCR", "rsample", "slider", "stringi", "stringr", "SuperLearner", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "vimp", "warp", "withr" ], "_vignettes": [ { "source": "introduction-to-lvimp.Rmd", "filename": "introduction-to-lvimp.html", "title": "Introduction to lvimp", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Installation", "Quick Start" ], "created": "2022-10-25 16:53:07", "modified": "2023-05-25 19:59:30", "commits": 3 } ], "_score": 4.176091259055681, "_indexed": true, "_nocasepkg": "lvimp", "_universes": [ "bdwilliamson" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-10-15T06:35:05.000Z", "distro": "resolute", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/dca77349d28b934060e42fc38221ddb47d894c63b0212f58c460b554b382049e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.6.1", "os": "linux", "version": "1.0.0", "date": "2026-10-15T06:34:24.000Z", "distro": "resolute", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/dbf2b56b8a8eaf0723db9e2d54eb84bbc4882dab63887163690691ec3603f918", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-10-15T06:53:29.000Z", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/eb1b3c03553eab96c6ac3a75b2601537e65003f9d1d38a0feda25ea91c53e2c0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.6.1", "os": "mac", "version": "1.0.0", "date": "2026-10-15T06:53:17.000Z", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/44c4066b782805d04f3ae515a1f5745b3a58d2da843752ae0b6b7cfca65077bf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-10-15T06:34:30.000Z", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/53d6e614c3c6c3df4ac087b657c8829c676db6fee56349fc381c691eee47e74c", "status": "success", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-10-15T06:33:20.000Z", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/144b85acae4de38aab44ec0418a2331be5e583bcb54d72c71caa813729917433", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-10-15T06:33:33.000Z", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/befadc0b8ee3e0e590ba1cbbb739a4015962cf009bd63248cf0dd62550cc7696", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" }, { "r": "4.6.1", "os": "win", "version": "1.0.0", "date": "2026-10-15T06:33:45.000Z", "commit": "9bcd6cd46641266c38cc12730467edd48a844add", "fileid": "https://r2.ropensci.org/9de1c974df86fe4e2c1f450038375af0e39cff4d653b125cf84af4b607ab93cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bdwilliamson/actions/runs/38692601723" } ] }