{ "_id": "6a21b1accd65a98ecbd39e73", "Package": "pridit", "Type": "Package", "Title": "Composite Scoring via Principal Component Analysis of Ridit\nScores", "Version": "1.1.1", "Authors@R": "person(\"Robert D.\", \"Lieberthal\",\nemail = \"rlieberthal@gmail.com\",\nrole = c(\"aut\", \"cre\"))", "Description": "Implements 'PRIDIT' (Principal Component Analysis applied\nto 'RIDITs'), an unsupervised, nonparametric method for\naggregating ordinal, categorical, and continuous indicators\ninto a single interpretable composite score. Originally\nproposed by Brockett et al. (2002)\n for insurance fraud detection and\nextended to hospital quality measurement by Lieberthal (2008)\n and Lieberthal and Comer\n(2013) . The package provides: (1)\nlow-level functions ridit(), PRIDITweight(), and PRIDITscore();\n(2) a unified pridit() entry point returning a classed object\nwith print, summary, 'autoplot', and 'coef' methods; (3)\npridit_boot() for bootstrap confidence intervals on scores and\nweights; (4) a step_pridit() recipe step for out-of-sample\nscoring within the 'tidymodels' framework; and (5)\npridit_longitudinal() for panel data, computing cross-period\nstability of scores and weights.", "License": "Apache License (>= 2)", "URL": "https://github.com/rlieberthal/PRIDIT", "BugReports": "https://github.com/rlieberthal/PRIDIT/issues", "Encoding": "UTF-8", "LazyData": "true", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Repository": "https://rlieberthal.r-universe.dev", "Date/Publication": "2026-06-04 14:26:50 UTC", "RemoteUrl": "https://github.com/rlieberthal/pridit", "RemoteRef": "HEAD", "RemoteSha": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 17:06:05 UTC", "User": "root" }, "Author": "Robert D. Lieberthal [aut, cre]", "Maintainer": "Robert D. Lieberthal ", "MD5sum": "6764a263700125fbe8c125ba40d4b845", "_user": "rlieberthal", "_type": "src", "_file": "pridit_1.1.1.tar.gz", "_fileid": "52068ccd7c42c2a2701507678b08e1db2ca8abf21e303d4ec18061308c6f8a2e", "_filesize": 190795, "_sha256": "52068ccd7c42c2a2701507678b08e1db2ca8abf21e303d4ec18061308c6f8a2e", "_created": "2026-06-04T17:06:05.000Z", "_published": "2026-06-04T17:11:08.072Z", "_distro": "noble", "_jobs": [ { "job": 79572612566, "time": 148, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7418007715" }, { "job": 79572612546, "time": 147, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7418007654" }, { "job": 79572612507, "time": 83, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7418059565" }, { "job": 79572612540, "time": 110, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7418022884" }, { "job": 79572050781, "time": 175, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7417951113" }, { "job": 79572612611, "time": 115, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7417995594" }, { "job": 79572612548, "time": 106, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7417992256" }, { "job": 79572612578, "time": 138, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7418005210" }, { "job": 79572612579, "time": 89, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7417985594" } ], "_buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rlieberthal/pridit", "_commit": { "id": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "author": "Rob Lieberthal ", "committer": "Rob Lieberthal ", "message": "Update CRAN-SUBMISSION\n", "time": 1780583210 }, "_maintainer": { "name": "Robert D. Lieberthal", "email": "rlieberthal@gmail.com", "login": "rlieberthal", "linkedin": "in/roblieberthal", "twitter": "@RobLieberthal", "description": "Strategic Health Economist \nDesigning Models that Maximize Value in Health and Spending\nModeling & Analytics | Healthcare Policy | Value-Based Care", "uuid": 50753146 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "ggplot2", "version": ">= 3.4.0", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "generics", "role": "Suggests" }, { "package": "patchwork", "role": "Suggests" }, { "package": "recipes", "version": ">= 1.0.0", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "rlieberthal", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-26", "n": 28 }, { "week": "2025-27", "n": 5 }, { "week": "2025-28", "n": 1 }, { "week": "2025-29", "n": 8 }, { "week": "2026-22", "n": 4 }, { "week": "2026-23", "n": 1 } ], "_tags": [ { "name": "v1.0-4", "date": "2025-07-08" }, { "name": "v1.1.0", "date": "2025-07-20" } ], "_stars": 0, "_contributors": [ { "user": "rlieberthal", "count": 69, "uuid": 50753146 } ], "_userbio": { "uuid": 50753146, "type": "user", "name": "Rob Lieberthal, PhD", "description": "Strategic Health Economist \r\nDesigning Models that Maximize Value in Health and Spending\r\nModeling & Analytics | Healthcare Policy | Value-Based Care" }, "_downloads": { "count": 156, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/pridit" }, "_devurl": "https://github.com/rlieberthal/pridit", "_searchresults": 3, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/pridit.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/rlieberthal/pridit", "_realowner": "rlieberthal", "_cranurl": true, "_releases": [ { "version": "1.0-4", "date": "2025-07-11" }, { "version": "1.1.0", "date": "2025-07-20" }, { "version": "1.1.1", "date": "2026-05-31" } ], "_exports": [ "pridit", "pridit_boot", "pridit_longitudinal", "PRIDITscore", "PRIDITweight", "ridit", "step_pridit" ], "_datasets": [ { "name": "test", "title": "Test dataset for PRIDIT analysis", "object": "test", "class": [ "data.frame" ], "fields": [ "ID", "Smoking_cessation", "ACE_Inhibitor", "Proper_Antibiotic" ], "rows": 5, "table": true, "tojson": true } ], "_help": [ { "page": "autoplot.pridit", "title": "Plot a PRIDIT model", "topics": [ "autoplot.pridit" ] }, { "page": "autoplot.pridit_boot", "title": "Plot bootstrap confidence intervals for a PRIDIT model", "topics": [ "autoplot.pridit_boot" ] }, { "page": "autoplot.pridit_longitudinal", "title": "Plot a longitudinal PRIDIT analysis", "topics": [ "autoplot.pridit_longitudinal" ] }, { "page": "coef.pridit", "title": "Extract PRIDIT weights", "topics": [ "coef.pridit" ] }, { "page": "pridit", "title": "pridit: Principal Component Analysis Applied to Ridit Scoring", "topics": [ "pridit-package", "pridit" ] }, { "page": "pridit_boot", "title": "Bootstrap confidence intervals for PRIDIT scores and weights", "topics": [ "pridit_boot" ] }, { "page": "pridit_longitudinal", "title": "Longitudinal PRIDIT analysis", "topics": [ "pridit_longitudinal" ] }, { "page": "PRIDITscore", "title": "Compute PRIDIT scores", "topics": [ "PRIDITscore" ] }, { "page": "PRIDITweight", "title": "Compute PRIDIT weights", "topics": [ "PRIDITweight" ] }, { "page": "ridit", "title": "Compute ridit scores", "topics": [ "ridit" ] }, { "page": "step_pridit", "title": "recipes step: PRIDIT composite score", "topics": [ "step_pridit" ] }, { "page": "test", "title": "Test dataset for PRIDIT analysis", "topics": [ "test" ] } ], "_readme": "https://github.com/rlieberthal/pridit/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "pridit-introduction.Rmd", "filename": "pridit-introduction.html", "title": "Introduction to PRIDIT Analysis", "author": "Robert D. Lieberthal", "engine": "knitr::rmarkdown", "headings": [ "Introduction to PRIDIT Analysis", "What is PRIDIT?", "The PRIDIT Methodology", "Step 1: Calculate Ridit Scores", "Step 2: Calculate PRIDIT Weights", "Step 3: Calculate Final PRIDIT Scores", "Package Functions", "Basic Example", "Using the Built-in Test Dataset", "Interpreting PRIDIT Scores", "Practical Applications", "Quality Assessment", "Variable Importance Analysis", "Best Practices", "Data Preparation", "Interpretation Guidelines", "Advanced Example: Longitudinal Analysis", "Conclusion", "References" ], "created": "2025-07-17 09:53:15", "modified": "2026-05-29 18:41:30", "commits": 2 } ], "_score": 4.477121254719663, "_indexed": true, "_nocasepkg": "pridit", "_universes": [ "rlieberthal" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.1", "date": "2026-06-04T17:08:21.000Z", "distro": "noble", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "5882ab63806a9dc7c27e7efce251d759786bbce67759fa7b861068e56e4250bf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.6.0", "os": "linux", "version": "1.1.1", "date": "2026-06-04T17:08:18.000Z", "distro": "noble", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "4d5d3bf455b684976df3bb40f9b60250783f8c575673142c6afcdc409cec1cee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.5.3", "os": "mac", "version": "1.1.1", "date": "2026-06-04T17:10:37.000Z", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "3c55d9ef67ff7eee9dbcf626c4917d8bf9c4281e6e7b6c8c7abc67c505317a34", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.6.0", "os": "mac", "version": "1.1.1", "date": "2026-06-04T17:09:05.000Z", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "6d9d0800fcd7da1c17d1e98206f1de32ddcee4cc8a0157a364fd5b4a7fa1c6ae", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.1", "date": "2026-06-04T17:08:16.000Z", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "a712bf5dc7b0ddd8ddf858cd7bf302c9b2edf241d6002311b62e20b27b3e37f4", "status": "success", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.7.0", "os": "win", "version": "1.1.1", "date": "2026-06-04T17:07:36.000Z", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "607568ef265ece29c13abf111012bf4e63b75c7408c8fc06090ffcc5ada884ee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.5.3", "os": "win", "version": "1.1.1", "date": "2026-06-04T17:08:08.000Z", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "2c0a340eae124bb0766af65f510daa5ed7dd78a90f7fff92179523736c6f630c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" }, { "r": "4.6.0", "os": "win", "version": "1.1.1", "date": "2026-06-04T17:07:17.000Z", "commit": "39f7296c597d5f6b34dbe9fee7f59ecfc66acd46", "fileid": "b0bc02eaf345c13328d6e8ca27869f2a837078dd02fa675889343bbea7d13135", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rlieberthal/actions/runs/26966956148" } ] }