{ "_id": "6a55fe0aff0138dec5d6b88b", "Package": "FAPA", "Type": "Package", "Title": "Factor Analytic Profile Analysis of Ipsatized Data", "Version": "0.1.1", "Date": "2026-04-08", "Authors@R": "person(\"Se-Kang\", \"Kim\",\nemail = \"se-kang.kim@bcm.edu\",\nrole = c(\"aut\", \"cre\"))", "Description": "Implements Factor Analytic Profile Analysis of Ipsatized\nData ('FAPA'), a metric inferential framework for pattern\ndetection and person-level reconstruction in multivariate\nprofile data. After row-centering (ipsatization) to remove\nprofile elevation, 'FAPA' applies singular value decomposition\n('SVD') to recover shared core profiles and individual pattern\nweights. Dimensionality is determined by a variance-matched\nHorn's parallel analysis. A three-stage bootstrap verification\nframework assesses (1) dimensionality via parallel analysis,\n(2) subspace stability via Procrustes principal angles, and (3)\nprofile replicability via Tucker's congruence coefficients. BCa\nbootstrap confidence intervals for core-profile coordinates are\ncomputed via the canonical 'boot' package implementation of\nDavison and Hinkley (1997) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "URL": "https://github.com/sekangakim/FAPA", "BugReports": "https://github.com/sekangakim/FAPA/issues", "Repository": "https://sekangakim.r-universe.dev", "Date/Publication": "2026-04-08 16:17:25 UTC", "RemoteUrl": "https://github.com/sekangakim/fapa", "RemoteRef": "HEAD", "RemoteSha": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-14 09:11:21 UTC", "User": "root" }, "Author": "Se-Kang Kim [aut, cre]", "Maintainer": "Se-Kang Kim ", "_user": "sekangakim", "_type": "src", "_file": "FAPA_0.1.1.tar.gz", "_fileid": "https://r2.ropensci.org/125d704ff5d9b8e9f5f0cb6cca178c4c188b870b57d1ff37e672ec005f53ea77", "_filesize": 228956, "_sha256": "125d704ff5d9b8e9f5f0cb6cca178c4c188b870b57d1ff37e672ec005f53ea77", "_expires": "2026-10-22T09:14:48.000Z", "_created": "2026-07-14T09:11:21.000Z", "_published": "2026-07-14T09:14:50.151Z", "_jobs": [ { "job": 87045412602, "time": 162, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8305873332" }, { "job": 87045412562, "time": 171, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8305877244" }, { "job": 87045412621, "time": 70, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8305835325" }, { "job": 87045412575, "time": 111, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8305852230" }, { "job": 87044812374, "time": 174, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8305805092" }, { "job": 87045412568, "time": 99, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8305847677" }, { "job": 87045412584, "time": 66, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8305833631" }, { "job": 87045412578, "time": 73, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8305836226" }, { "job": 87045412660, "time": 63, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8305832379" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482", "_status": "success", "_upstream": "https://github.com/sekangakim/fapa", "_commit": { "id": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "author": "Se-Kang Kim ", "committer": "Se-Kang Kim ", "message": "Fix load_and_ipsatize example: self-contained tempfile; update DESCRIPTION v0.1.1\n", "time": 1775665045 }, "_maintainer": { "name": "Se-Kang Kim", "email": "se-kang.kim@bcm.edu" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "boot", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "sekangakim", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-12", "n": 3 }, { "week": "2026-14", "n": 2 }, { "week": "2026-15", "n": 1 } ], "_tags": [], "_stars": 1, "_userbio": { "uuid": 258041971, "type": "user", "name": "sekangakim", "followers": 0 }, "_downloads": { "count": 340, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/FAPA" }, "_devurl": "https://github.com/sekangakim/fapa", "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/FAPA.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/sekangakim/fapa", "_realowner": "sekangakim", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2026-04-15" } ], "_exports": [ "fapa_bca", "fapa_core", "fapa_pa", "fapa_person", "fapa_procrustes", "fapa_tucker", "load_and_ipsatize", "plot_fapa_core", "plot_pa_scree", "plot_person_match", "plot_principal_angles", "plot_tucker_cc", "print_pa", "print_procrustes", "print_tucker", "write_fapa_results", "write_verification" ], "_datasets": [ { "name": "fapa_simdata", "title": "Synthetic EDI-2 profile data for FAPA examples", "object": "fapa_simdata", "class": [ "data.frame" ], "fields": [], "rows": 0, "table": true, "tojson": true } ], "_help": [ { "page": "FAPA-package", "title": "FAPA: Factor Analytic Profile Analysis of Ipsatized Data", "topics": [ "FAPA-package", "FAPA" ] }, { "page": "fapa_bca", "title": "BCa bootstrap confidence intervals for FAPA core profiles", "topics": [ "fapa_bca" ] }, { "page": "fapa_core", "title": "Core FAPA estimation via SVD", "topics": [ "fapa_core" ] }, { "page": "fapa_pa", "title": "Stage 1: Horn's Parallel Analysis (variance-matched bootstrap)", "topics": [ "fapa_pa" ] }, { "page": "fapa_person", "title": "Person-level reconstruction and pattern weights", "topics": [ "fapa_person" ] }, { "page": "fapa_procrustes", "title": "Stage 2: Procrustes stability via principal angles", "topics": [ "fapa_procrustes" ] }, { "page": "fapa_simdata", "title": "Synthetic EDI-2 profile data for FAPA examples", "topics": [ "fapa_simdata" ] }, { "page": "fapa_tucker", "title": "Stage 3: Profile replicability via Tucker's congruence coefficients", "topics": [ "fapa_tucker" ] }, { "page": "load_and_ipsatize", "title": "Load a CSV and ipsatize (row-centre) it", "topics": [ "load_and_ipsatize" ] }, { "page": "plot_fapa_core", "title": "Plot a core profile with BCa confidence intervals", "topics": [ "plot_fapa_core" ] }, { "page": "plot_pa_scree", "title": "Scree plot for Horn's parallel analysis", "topics": [ "plot_pa_scree" ] }, { "page": "plot_person_match", "title": "Overlay a person's ipsatized profile against FAPA core profiles", "topics": [ "plot_person_match" ] }, { "page": "plot_principal_angles", "title": "Distribution plots for Stage 2 principal angles", "topics": [ "plot_principal_angles" ] }, { "page": "plot_tucker_cc", "title": "Distribution plots for Stage 3 Tucker congruence coefficients", "topics": [ "plot_tucker_cc" ] }, { "page": "print_pa", "title": "Print a summary of Stage 1 parallel analysis results", "topics": [ "print_pa" ] }, { "page": "print_procrustes", "title": "Print a summary of Stage 2 principal-angle results", "topics": [ "print_procrustes" ] }, { "page": "print_tucker", "title": "Print a summary of Stage 3 Tucker CC results", "topics": [ "print_tucker" ] }, { "page": "write_fapa_results", "title": "Write core-profile BCa CI tables to CSV", "topics": [ "write_fapa_results" ] }, { "page": "write_verification", "title": "Write three-stage verification results to CSV", "topics": [ "write_verification" ] } ], "_readme": "https://github.com/sekangakim/fapa/raw/HEAD/README.md", "_rundeps": [ "boot" ], "_vignettes": [ { "source": "fapa_example.Rmd", "filename": "fapa_example.html", "title": "FAPA: A complete worked example", "author": "Se-Kang Kim", "engine": "knitr::rmarkdown", "headings": [ "Overview", "1. User settings", "2. Load data and ipsatize", "3. Stage 1 — Horn's Parallel Analysis", "4. Core FAPA solution", "5. Stage 2 — Procrustes / principal angles", "6. Stage 3 — Tucker's congruence coefficients", "7. BCa confidence intervals for core profiles", "8. Person-level reconstruction", "9. Sanity check and output", "Session info" ], "created": "2026-03-20 21:54:16", "modified": "2026-03-20 21:54:16", "commits": 1 } ], "_score": 4.176091259055681, "_indexed": true, "_nocasepkg": "fapa", "_universes": [ "sekangakim" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-07-14T09:14:07.000Z", "distro": "resolute", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/64c1be8b1e9dce28b23286c37b301f54673f63009e06eeebc5117b479ec9d234", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.6.1", "os": "linux", "version": "0.1.1", "date": "2026-07-14T09:14:13.000Z", "distro": "resolute", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/91b1fa6d0d67d2b4acbd391f2191481b311e77ee80ffc18c0af25cf3d8a0cf2a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.5.3", "os": "mac", "version": "0.1.1", "date": "2026-07-14T09:12:39.000Z", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/84f8909d8d999c454ba990f70a8208761c99e7cea161a4f4692b27ba5f9bff2d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.6.1", "os": "mac", "version": "0.1.1", "date": "2026-07-14T09:13:10.000Z", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/335de49e09176d75763c1610e8f73444d7c2c73534b10ad5b42ef3163d196f0e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-07-14T09:13:17.000Z", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/d9f82ff23d4b3f0630e902f49ad63637d155fcbf8d47f56e062b73ab82820547", "status": "success", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.7.0", "os": "win", "version": "0.1.1", "date": "2026-07-14T09:12:27.000Z", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/2f42a30cb33186a698fc2d5ee3fc82bf4290261e2acb43ca86881a53f1cecfaf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.5.3", "os": "win", "version": "0.1.1", "date": "2026-07-14T09:12:31.000Z", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/a4dbe5bde0c9a1196439eca1bb0b27f72a732f970e629f7e8deafee1b12a2456", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" }, { "r": "4.6.1", "os": "win", "version": "0.1.1", "date": "2026-07-14T09:12:24.000Z", "commit": "dfc1d1391ba8316e828be1d7a3b16a8133c1ef65", "fileid": "https://r2.ropensci.org/f07673a981ee2e1a292c68b65572920dae163237012bd92d6e5da54dc1982106", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sekangakim/actions/runs/29320599482" } ] }