{
  "_id": "6ac8a01bde46216d5edd4b2e",
  "Type": "Package",
  "Package": "recmetrics",
  "Title": "Psychometric Evaluation Using Relative Excess Correlations",
  "Version": "0.1.0",
  "Authors@R": "person(\"R. Noah\", \"Padgett\", , \"npadgett@hsph.harvard.edu\", role = c(\"aut\", \"cre\", \"cph\"), comment = c(ORCID = \"0000-0002-9114-3896\"))",
  "Description": "Modern results of psychometric theory are implemented to\nprovide users with a way of evaluating the internal structure\nof a set of items guided by theory. These methods are discussed\nin detail in VanderWeele and Padgett (2024)\n<doi:10.31234/osf.io/rnbk5>. The relative excess correlation\nmatrices will, generally, have numerous negative entries even\nif all of the raw correlations between each pair of indicators\nare positive. The positive deviations of the relative excess\ncorrelation matrix entries help identify clusters of indicators\nthat are more strongly related to one another, providing\ninsights somewhat analogous to factor analysis, but without the\nneed for rotations or decisions concerning the number of\nfactors. A goal similar to exploratory/confirmatory factor\nanalysis, but 'recmetrics' uses novel methods that do not rely\non assumptions of latent variables or latent variable\nstructures.",
  "License": "MIT + file LICENSE",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.0",
  "URL": "https://noah-padgett.github.io/recmetrics/,\nhttps://github.com/noah-padgett/recmetrics",
  "BugReports": "https://github.com/noah-padgett/recmetrics/issues",
  "Repository": "https://noah-padgett.r-universe.dev",
  "Date/Publication": "2024-02-27 20:59:41 UTC",
  "RemoteUrl": "https://github.com/noah-padgett/recmetrics",
  "RemoteRef": "HEAD",
  "RemoteSha": "42846c372dc781cad605044a812c72ba0ecb7473",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-09 07:58:59 UTC",
    "User": "root"
  },
  "Author": "R. Noah Padgett [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-9114-3896>)",
  "Maintainer": "R. Noah Padgett <npadgett@hsph.harvard.edu>",
  "_user": "noah-padgett",
  "_type": "src",
  "_file": "recmetrics_0.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/2693ec16abca5a4ab4dbafed9d136702e986675fb3ead31bdf91ff27f9ae8892",
  "_filesize": 136333,
  "_sha256": "2693ec16abca5a4ab4dbafed9d136702e986675fb3ead31bdf91ff27f9ae8892",
  "_expires": "2027-01-17T08:02:44.000Z",
  "_created": "2026-10-09T07:58:59.000Z",
  "_published": "2026-10-09T08:04:43.036Z",
  "_buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 113727115505,
      "time": 100,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11602797446"
    },
    {
      "job": 113727115563,
      "time": 113,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11602828797"
    },
    {
      "job": 113727115511,
      "time": 181,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11601994223"
    },
    {
      "job": 113727115574,
      "time": 151,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11603260244"
    },
    {
      "job": 113726260336,
      "time": 161,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11603060468"
    },
    {
      "job": 113727115772,
      "time": 77,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11602948346"
    },
    {
      "job": 113727115515,
      "time": 61,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11603275053"
    },
    {
      "job": 113727115520,
      "time": 61,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11602383283"
    },
    {
      "job": 113727115504,
      "time": 70,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11602439808"
    }
  ],
  "_upstream": "https://github.com/noah-padgett/recmetrics",
  "_commit": {
    "id": "42846c372dc781cad605044a812c72ba0ecb7473",
    "author": "noah-padgett <40502329+noah-padgett@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #1 from olivroy/patch-1\n\nAdd gh link to DESCRIPTION",
    "time": 1709067581
  },
  "_maintainer": {
    "name": "R. Noah Padgett",
    "email": "npadgett@hsph.harvard.edu",
    "login": "noah-padgett",
    "description": "",
    "uuid": 40502329,
    "orcid": "0000-0002-9114-3896"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "lifecycle",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tidyselect",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "noah-padgett",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "noah-padgett",
      "count": 20,
      "uuid": 40502329
    },
    {
      "user": "olivroy",
      "count": 1,
      "uuid": 52606734
    }
  ],
  "_userbio": {
    "uuid": 40502329,
    "type": "user",
    "name": "noah-padgett",
    "followers": 2
  },
  "_downloads": {
    "count": 216,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/recmetrics"
  },
  "_devurl": "https://github.com/noah-padgett/recmetrics",
  "_pkgdown": "https://noah-padgett.github.io/recmetrics/",
  "_searchresults": 3,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/recmetrics.html",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/noah-padgett/recmetrics",
  "_realowner": "noah-padgett",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2024-02-27"
    }
  ],
  "_exports": [
    "%>%",
    "append_observed_residuals",
    "cor.orc",
    "cor.rec",
    "cor.rowMeans",
    "cov.orc",
    "cov.rec",
    "rec.average",
    "rec.avg.wb.domains",
    "rec.coherence",
    "rec.pattern.matrix"
  ],
  "_datasets": [
    {
      "name": "SCWB",
      "title": "Subjective Community Well-Being Dataset (25 Variables)",
      "object": "SCWB",
      "class": [
        "spec_tbl_df",
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "cwbcloserel",
        "cwbrespect",
        "cwbtrust",
        "cwbmutuality",
        "cwbbeneficence",
        "cwbintegrity",
        "cwbcompetence",
        "cwbvision",
        "cwbrelgrowth",
        "cwbfairness",
        "cwbsustenance",
        "cwbachieve",
        "cwbsatisf",
        "cwbvalue",
        "cwbbelonging",
        "cwbwelcome",
        "cwbpurpose",
        "cwbcontrib",
        "cwbinterconn",
        "cwbsynergy",
        "total_goodrel",
        "total_prolead",
        "total_healthyprac",
        "total_satcomm",
        "total_strongmiss"
      ],
      "rows": 501,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "append_observed_residuals",
      "title": "Append Observed Correlations to Data",
      "topics": [
        "append_observed_residuals"
      ]
    },
    {
      "page": "cor.orc",
      "title": "Observed Residual Correlations",
      "topics": [
        "cor.orc"
      ]
    },
    {
      "page": "cor.rec",
      "title": "Relative Excess Correlations",
      "topics": [
        "cor.rec"
      ]
    },
    {
      "page": "cor.rowMeans",
      "title": "Compute rowMeans of a correlation matrix",
      "topics": [
        "cor.rowMeans"
      ]
    },
    {
      "page": "cov.orc",
      "title": "Observed Residual Covariances",
      "topics": [
        "cov.orc"
      ]
    },
    {
      "page": "cov.rec",
      "title": "Relative Excess Covariances",
      "topics": [
        "cov.rec"
      ]
    },
    {
      "page": "rec.average",
      "title": "REC Metric 1",
      "topics": [
        "rec.average"
      ]
    },
    {
      "page": "rec.avg.wb.domains",
      "title": "REC Metric 2",
      "topics": [
        "rec.avg.wb.domains"
      ]
    },
    {
      "page": "rec.coherence",
      "title": "REC Metric 3",
      "topics": [
        "rec.coherence"
      ]
    },
    {
      "page": "rec.pattern.matrix",
      "title": "REC Metric 3",
      "topics": [
        "rec.pattern.matrix"
      ]
    },
    {
      "page": "SCWB",
      "title": "Subjective Community Well-Being Dataset (25 Variables)",
      "topics": [
        "SCWB"
      ]
    }
  ],
  "_readme": "https://github.com/noah-padgett/recmetrics/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "dplyr",
    "generics",
    "glue",
    "lifecycle",
    "magrittr",
    "pillar",
    "pkgconfig",
    "R6",
    "rlang",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr"
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "recmetrics",
  "_universes": [
    "noah-padgett"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-10-09T08:00:40.000Z",
      "distro": "resolute",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/8b251a08ed2eb44af2121e60a2e59f9975b85bebd75fe0eda10696b91cd2df8c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-10-09T08:00:55.000Z",
      "distro": "resolute",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/c0c6a0e62028b2cfbc6dcd5ddf21b69b0e6653a067d910a8b45f09dd6a2c4ea4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-10-09T08:01:25.000Z",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/bfe82b5b24eec18b997ef45b29ffe21dd90bc1889878002b9de396adff151b60",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-10-09T08:01:02.000Z",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/e375ed2470659fedeb82b3948dc5548c38683b8ed67bcbbd48d8c1ccc2ddb687",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-10-09T08:00:44.000Z",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/ec2cf8d3d832a5b4e26278d4827750ff3291a74f81949aff9eae2964f2082aaf",
      "status": "success",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-10-09T07:59:56.000Z",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/7dc2b36056454ae527abb491150e4a296e918940b5342ef18b5718cda69f1acf",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-10-09T07:59:57.000Z",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/2b2c2b3691ad0f3ccdf9fbcc5d82b3763a25e90b88862df1e09736e0c1a14954",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-10-09T08:00:10.000Z",
      "commit": "42846c372dc781cad605044a812c72ba0ecb7473",
      "fileid": "https://r2.ropensci.org/da794c6c530a154b839d8ad34de939d42cbe03a39c9efa58d438731e60e92486",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/noah-padgett/actions/runs/37901899363"
    }
  ]
}