{
  "_id": "6ab0d9ed3d719c1f84083b79",
  "Package": "PlotNormTest",
  "Title": "Graphical Univariate/Multivariate Assessments for Normality\nAssumption",
  "Version": "1.0.2",
  "Authors@R": "c(person(\"Huong\", \"Tran\", email =  \"quynhhuong5335@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-3828-3862\")),\nperson(\"Ravindra\", \"Khattree\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-9305-2365\")\n)\n)",
  "Maintainer": "Huong Tran <quynhhuong5335@gmail.com>",
  "Description": "Graphical methods testing multivariate normality\nassumption. Methods including assessing score function, and\nmoment generating functions,independent transformations and\nlinear transformations. For more details see Tran\n(2024),\"Contributions to Multivariate Data Science: Assessment\nand Identification of Multivariate Distributions and Supervised\nLearning for Groups of Objects.\" , PhD thesis,\n<https://our.oakland.edu/items/c8942577-2562-4d2f-8677-cb8ec0bf6234>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RdMacros": "Rdpack",
  "Config/testthat/edition": "3",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.1",
  "VignetteBuilder": "knitr",
  "SysDataCompression": "xz",
  "Repository": "https://huongtran53.r-universe.dev",
  "Date/Publication": "2026-01-22 02:55:49 UTC",
  "RemoteUrl": "https://github.com/huongtran53/plotnormtest",
  "RemoteRef": "HEAD",
  "RemoteSha": "a364b677139bfdd6b0226f757029c0c50500b311",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-21 07:12:21 UTC",
    "User": "root"
  },
  "Author": "Huong Tran [aut, cre] (ORCID: <https://orcid.org/0000-0003-3828-3862>),\nRavindra Khattree [aut] (ORCID:\n<https://orcid.org/0000-0002-9305-2365>)",
  "_user": "huongtran53",
  "_type": "src",
  "_file": "PlotNormTest_1.0.2.tar.gz",
  "_fileid": "https://r2.ropensci.org/0559f580fcbac050d13cd92b0703cb5ca3599edcd703bdb14b89a38b3b762655",
  "_filesize": 1419528,
  "_sha256": "0559f580fcbac050d13cd92b0703cb5ca3599edcd703bdb14b89a38b3b762655",
  "_expires": "2026-12-30T07:16:59.000Z",
  "_created": "2026-09-21T07:12:21.000Z",
  "_published": "2026-09-21T07:17:01.312Z",
  "_jobs": [
    {
      "job": 106245055600,
      "time": 227,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10626372967"
    },
    {
      "job": 106245055483,
      "time": 168,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10625959151"
    },
    {
      "job": 106245055445,
      "time": 226,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10626193741"
    },
    {
      "job": 106245055554,
      "time": 171,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10626128832"
    },
    {
      "job": 106244211093,
      "time": 203,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10626257899"
    },
    {
      "job": 106245055507,
      "time": 122,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10626550983"
    },
    {
      "job": 106245055515,
      "time": 124,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10626580918"
    },
    {
      "job": 106245055614,
      "time": 100,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10626625863"
    },
    {
      "job": 106245055615,
      "time": 113,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10626471217"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587",
  "_status": "success",
  "_upstream": "https://github.com/huongtran53/plotnormtest",
  "_commit": {
    "id": "a364b677139bfdd6b0226f757029c0c50500b311",
    "author": "Huong Tran <quynhhuong5335@gmail.com>",
    "committer": "Huong Tran <quynhhuong5335@gmail.com>",
    "message": "d3hcgf\n\nupdate legend of plot\n",
    "time": 1769050549
  },
  "_maintainer": {
    "name": "Huong Tran",
    "email": "quynhhuong5335@gmail.com",
    "login": "huongtran53",
    "description": "",
    "uuid": 68052160,
    "orcid": "0000-0003-3828-3862"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Rdpack",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "MatrixExtra",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "huongtran53",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-03",
      "n": 5
    },
    {
      "week": "2026-04",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "huongtran53",
      "count": 53,
      "uuid": 68052160
    }
  ],
  "_userbio": {
    "uuid": 68052160,
    "type": "user",
    "name": "Huong Tran",
    "followers": 0
  },
  "_downloads": {
    "count": 228,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PlotNormTest"
  },
  "_devurl": "https://github.com/huongtran53/plotnormtest",
  "_searchresults": 0,
  "_gitlfs": true,
  "_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/PlotNormTest.html",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/huongtran53/plotnormtest",
  "_realowner": "huongtran53",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.1",
      "date": "2025-03-25"
    }
  ],
  "_exports": [
    "cox",
    "d3hCGF",
    "d3hCGF_plot",
    "d4hCGF",
    "d4hCGF_plot",
    "dhCGF_plot1D",
    "dhCGF1D",
    "dMGF",
    "kurtosis",
    "l_dhCGF",
    "linear_transform",
    "mt3_covLtLs",
    "mt3_covTtTs",
    "mt3_covZtZs",
    "mt3_get_param",
    "mt3_matrix_A",
    "mt3_pos",
    "mt3_rev_pos",
    "mt4_covLtLs",
    "mt4_covTtTs",
    "mt4_covZtZs",
    "mt4_get_param",
    "mt4_matrix_A",
    "mt4_pos",
    "Multi.to.Uni",
    "score_plot1D",
    "skewness"
  ],
  "_help": [
    {
      "page": "covLtLs",
      "title": "Linear combinations of distinct derivatives of empirical cumulant generating function (CGF).",
      "topics": [
        "covLtLs",
        "mt3_covLtLs",
        "mt4_covLtLs"
      ]
    },
    {
      "page": "covTtTs",
      "title": "Covariance matrix of derivatives of sample cumulant generating function (CGF).",
      "topics": [
        "covTtTs",
        "mt3_covTtTs",
        "mt4_covTtTs"
      ]
    },
    {
      "page": "covZtZs",
      "title": "Covariance matrix of derivatives of sample moment generating function (MGF).",
      "topics": [
        "covZtZs",
        "mt3_covZtZs",
        "mt4_covZtZs"
      ]
    },
    {
      "page": "dCGF",
      "title": "Calculation of derivatives of empirical cumulant generating function (CGF).",
      "topics": [
        "d3hCGF",
        "d4hCGF",
        "dCGF",
        "dhCGF1D",
        "l_dhCGF"
      ]
    },
    {
      "page": "dMGF",
      "title": "Moment generating functions (MGF) of standard normal distribution.",
      "topics": [
        "dMGF"
      ]
    },
    {
      "page": "get_params",
      "title": "Get parameters for plots derivatives of multivariate CGF to assess normality assumption.",
      "topics": [
        "get_params",
        "mt3_get_param",
        "mt4_get_param"
      ]
    },
    {
      "page": "Independent_transformation",
      "title": "Transformation to Independent Univariate Sample",
      "topics": [
        "Independent_transformation",
        "Multi.to.Uni"
      ]
    },
    {
      "page": "linear_transform",
      "title": "Best Linear Transformations",
      "topics": [
        "linear_transform"
      ]
    },
    {
      "page": "matrix_A",
      "title": "From derivatives of MGF to derivatives of CGF.",
      "topics": [
        "matrix_A",
        "mt3_matrix_A",
        "mt4_matrix_A"
      ]
    },
    {
      "page": "CGF_transformations",
      "title": "Derivatives of empirical moment generating function (MGF).",
      "topics": [
        "mt3_pos",
        "mt3_rev_pos",
        "mt4_pos"
      ]
    },
    {
      "page": "Multivariate_CGF_PLot",
      "title": "Graphical plots to assess multivariate normality assumption.",
      "topics": [
        "d3hCGF_plot",
        "d4hCGF_plot",
        "Multivariate_CGF_PLot"
      ]
    },
    {
      "page": "skewness_kurtosis",
      "title": "Sample skewness and Sample Kurtosis.",
      "topics": [
        "kurtosis",
        "skewness",
        "skewness_kurtosis"
      ]
    },
    {
      "page": "Univariate_CGF_plot",
      "title": "Graphical plots to assess multivariate univarite assumption of data.",
      "topics": [
        "dhCGF_plot1D",
        "Univariate_CGF_plot"
      ]
    },
    {
      "page": "Univariate_Score_function",
      "title": "Graphical plots to assess the univarite noramality assumption of data.",
      "topics": [
        "cox",
        "score_plot1D",
        "Univariate_Score_function"
      ]
    }
  ],
  "_readme": "https://github.com/huongtran53/plotnormtest/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cpp11",
    "farver",
    "float",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "MASS",
    "Matrix",
    "MatrixExtra",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "Rdpack",
    "RhpcBLASctl",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "intro-PlotNormTest.Rmd",
      "filename": "intro-PlotNormTest.html",
      "title": "Introduction to PlotNormTest",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Basic example: The Cork data set",
        "Marginal Univariate Normality Assessment",
        "Using Score function",
        "Using T3 plot",
        "Using T4 plot",
        "Multivariate Normality Assessment",
        "From multivariate normality to univariate normality",
        "MT3 plot",
        "MT4 plot"
      ],
      "created": "2026-01-15 02:43:50",
      "modified": "2026-01-15 02:43:50",
      "commits": 1
    }
  ],
  "_score": 4,
  "_indexed": true,
  "_nocasepkg": "plotnormtest",
  "_universes": [
    "huongtran53"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-09-21T07:15:26.000Z",
      "distro": "resolute",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/183e5014a1caf347bbaa607588d825654c35389ece89978cacfaee0e58fa6ac7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-09-21T07:14:38.000Z",
      "distro": "resolute",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/cc612ad5e3706400ef9bbcb5b1e7c7a7aa8f59b48965f728e969f8739fd0acc4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.2",
      "date": "2026-09-21T07:15:05.000Z",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/c426822041750465234caa8d638a6d176f9161704e776abd3f2d038de6c8198c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.2",
      "date": "2026-09-21T07:14:25.000Z",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/7a73282caa0057862be84c589b95f3ba4d6b820113b56095a1b9a3132f4fa393",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.2",
      "date": "2026-09-21T07:14:41.000Z",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/8c3269e59e2e794415baf93a1a1b83693960b33d9967a291eed98d6d601bdb43",
      "status": "success",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-09-21T07:13:41.000Z",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/96f426d01c20e90e90412ce50cc0ad3677375593613e399dd00d86df7e934843",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-09-21T07:13:28.000Z",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/bbb49a1eabb87228818db96173355f4e79885fa57c253ae3d7948f22d1f8fe4a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-09-21T07:13:31.000Z",
      "commit": "a364b677139bfdd6b0226f757029c0c50500b311",
      "fileid": "https://r2.ropensci.org/263c469057043c634122e03955e20295bf260d0e45bc423930a06ff31c8f5462",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/huongtran53/actions/runs/35571566587"
    }
  ]
}