{
  "_id": "6a103874acfb0bcc41c9aad9",
  "Package": "mvrsquared",
  "Type": "Package",
  "Title": "Compute the Coefficient of Determination for Vector or Matrix\nOutcomes",
  "Version": "0.1.5.999",
  "Authors@R": "c(\nperson(\"Tommy\", \"Jones\", role = c(\"aut\", \"cre\"), email = \"jones.thos.w@gmail.com\",\ncomment = c(ORCID = \"0000-0001-6457-2452\")),\nperson(\"Thomas\", \"Nagler\",, \"mail@tnagler.com\", role = c(\"ctb\"),\ncomment = c(ORCID = \"0000-0003-1855-0046\"))\n)",
  "Description": "Compute the coefficient of determination for outcomes in\nn-dimensions. May be useful for multidimensional predictions\n(such as a multinomial model) or calculating goodness of fit\nfrom latent variable models such as probabilistic topic models\nlike latent Dirichlet allocation or deterministic topic models\nlike latent semantic analysis. Based on Jones (2019)\n<arXiv:1911.11061>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "URL": "https://github.com/TommyJones/mvrsquared",
  "BugReports": "https://github.com/TommyJones/mvrsquared/issues",
  "RoxygenNote": "7.2.3",
  "VignetteBuilder": "knitr",
  "Language": "en-US",
  "Repository": "https://tommyjones.r-universe.dev",
  "Date/Publication": "2023-08-22 13:48:59 UTC",
  "RemoteUrl": "https://github.com/tommyjones/mvrsquared",
  "RemoteRef": "HEAD",
  "RemoteSha": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-12 06:01:31 UTC",
    "User": "root"
  },
  "Author": "Tommy Jones [aut, cre] (ORCID: <https://orcid.org/0000-0001-6457-2452>),\nThomas Nagler [ctb] (ORCID: <https://orcid.org/0000-0003-1855-0046>)",
  "Maintainer": "Tommy Jones <jones.thos.w@gmail.com>",
  "MD5sum": "b7136a52990b31f234c7be5e32d470a8",
  "_user": "tommyjones",
  "_type": "src",
  "_file": "mvrsquared_0.1.5.999.tar.gz",
  "_fileid": "11fbf7cfe11445260fefd88c72d604171b0067edeea6b9a1d89213f9153caca3",
  "_filesize": 210157,
  "_sha256": "11fbf7cfe11445260fefd88c72d604171b0067edeea6b9a1d89213f9153caca3",
  "_created": "2026-05-12T06:01:31.000Z",
  "_published": "2026-05-22T11:05:24.090Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77367009573,
      "time": 147,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6936837601"
    },
    {
      "job": 77367009509,
      "time": 170,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6936842241"
    },
    {
      "job": 77367009917,
      "time": 209,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936850765"
    },
    {
      "job": 77367009735,
      "time": 148,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936838372"
    },
    {
      "job": 77367010086,
      "time": 113,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6936829411"
    },
    {
      "job": 77367009779,
      "time": 236,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6936857378"
    },
    {
      "job": 77367009667,
      "time": 102,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936826731"
    },
    {
      "job": 77367009278,
      "time": 251,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936861117"
    },
    {
      "job": 77367009242,
      "time": 202,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936803441"
    },
    {
      "job": 77367008804,
      "time": 155,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7158983510"
    },
    {
      "job": 77367009308,
      "time": 132,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6936833805"
    },
    {
      "job": 77367009589,
      "time": 129,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6936833302"
    },
    {
      "job": 77367009902,
      "time": 155,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936838828"
    }
  ],
  "_buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/tommyjones/mvrsquared",
  "_commit": {
    "id": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
    "author": "Tommy Jones <jones.thos.w@gmail.com>",
    "committer": "Tommy Jones <jones.thos.w@gmail.com>",
    "message": "update spell check\n",
    "time": 1692712139
  },
  "_maintainer": {
    "name": "Tommy Jones",
    "email": "jones.thos.w@gmail.com",
    "login": "tommyjones",
    "linkedin": "in/twjstats",
    "uuid": 4990978,
    "orcid": "0000-0001-6457-2452"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.0.2",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "RcppThread",
      "version": ">= 2.1.3",
      "role": "LinkingTo"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.2",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    },
    {
      "package": "furrr",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "nnet",
      "role": "Suggests"
    },
    {
      "package": "parallel",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "stats",
      "role": "Suggests"
    },
    {
      "package": "stringr",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "textmineR",
      "role": "Suggests"
    },
    {
      "package": "tidytext",
      "role": "Suggests"
    },
    {
      "package": "spelling",
      "role": "Suggests"
    }
  ],
  "_owner": "tommyjones",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "tommyjones",
      "count": 95,
      "uuid": 4990978
    },
    {
      "user": "tnagler",
      "count": 4,
      "uuid": 8761435
    }
  ],
  "_userbio": {
    "uuid": 4990978,
    "type": "user",
    "name": "Tommy Jones",
    "description": "Technology | Statistics | Machine Learning. "
  },
  "_downloads": {
    "count": 214,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mvrsquared"
  },
  "_devurl": "https://github.com/tommyjones/mvrsquared",
  "_searchresults": 14,
  "_topics": [
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mvrsquared.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/tommyjones/mvrsquared",
  "_realowner": "tommyjones",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.0.3",
      "date": "2020-02-20"
    },
    {
      "version": "0.1.0",
      "date": "2020-06-25"
    },
    {
      "version": "0.1.1",
      "date": "2020-10-21"
    },
    {
      "version": "0.1.2",
      "date": "2021-09-20"
    },
    {
      "version": "0.1.4",
      "date": "2022-06-01"
    },
    {
      "version": "0.1.5",
      "date": "2023-07-15"
    }
  ],
  "_exports": [
    "calc_rsquared"
  ],
  "_help": [
    {
      "page": "calc_rsquared",
      "title": "Calculate R-Squared.",
      "topics": [
        "calc_rsquared"
      ]
    },
    {
      "page": "mvrsquared",
      "title": "mvrsquared",
      "topics": [
        "mvrsquared-package",
        "mvrsquared"
      ]
    }
  ],
  "_pkglogo": "https://github.com/tommyjones/mvrsquared/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/tommyjones/mvrsquared/raw/HEAD/README.md",
  "_rundeps": [
    "lattice",
    "Matrix",
    "Rcpp",
    "RcppArmadillo",
    "RcppThread"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "getting_started_with_mvrsquared.Rmd",
      "filename": "getting_started_with_mvrsquared.html",
      "title": "Getting Started With mvrsquared",
      "author": "Tommy Jones",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Traditional R-squared",
        "Multivariate R-squared",
        "Multivariate prediction",
        "A silly example to prove a point",
        "A more realistic example",
        "Probabilistic topic modeling",
        "Latent semantic analysis topic modeling",
        "Parallelization/distributed computing for large data sets"
      ],
      "created": "2020-01-20 19:07:10",
      "modified": "2020-06-24 04:39:48",
      "commits": 9
    }
  ],
  "_score": 4.3222192947339195,
  "_indexed": true,
  "_nocasepkg": "mvrsquared",
  "_universes": [
    "tommyjones"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:56.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "86f20d6336de4e4b55bfc3050af0273f06c288952d5007b08d59dcd42b1bf2d5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:04:08.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "5c38ad3e8f18d4fdc4da5a2ed36016e61388d91eab8b81516bf09d99f55f1f8f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:04:48.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "87e0b4b92fd7b4140632829601b12457cb181e5afa362003895cb943627558ed",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:57.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "ef2f9c64e6a42b8e3195d0f74077ee8994c2fcbd6eaf3294f23261ee0f1f82ea",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:23.000Z",
      "arch": "aarch64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "b2a41474be4c6a2ab435be1153d54e5d055e029d2787bdde1500b17d4974bde5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:04:59.000Z",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "9af7d3c2c378654a6102d7f656e27008ad59ab439da9d905326e4d3df9faba6f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:13.000Z",
      "arch": "aarch64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "e750f7bf41f84ba48b941cff507aff6a291dc4a03744f04298dea4f73bcd3458",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:05:05.000Z",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "dd041bd8113b18e34e26ee379d98d4b8625f67023a428a42d0d0952db9130845",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:08.000Z",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "cf8b93d790edc0b688683a97b5a80d386ef86c5f9f18f7208034e28a000bdaf6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:00.000Z",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "90bd0edcbce1fe9c148be97e0fcb2412ba462c23ac42680c09c829b2f808c83c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.5.999",
      "date": "2026-05-12T06:03:14.000Z",
      "arch": "x86_64",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "b82def231dcb1776f9cf4852dedb2a42e048f5be4d2537dc78d28e6c8b744bd1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.5.999",
      "date": "2026-05-22T11:04:58.000Z",
      "arch": "emscripten",
      "commit": "5387c148e9ad7d8eef1791b4b5b70f8545469fa4",
      "fileid": "13fde980515e60168184810acbf91ebf99e18c7c4425c8866bd6f65cdc7b6682",
      "status": "success",
      "buildurl": "https://github.com/r-universe/tommyjones/actions/runs/25716409340"
    }
  ]
}