{
  "_id": "6a106321acfb0bcc41ca832b",
  "Package": "nortsTest",
  "Title": "Assessing Normality of Stationary Process",
  "Version": "1.1.3",
  "Date": "2025-11-09",
  "Authors@R": "c(\nperson(\"Asael\",\"Alonzo Matamoros\", role = c(\"aut\", \"cre\"),email = \"asael.alonzo@gmail.com\"),\nperson(\"Alicia\",\"Nieto-Reyes\", role = 'aut', email = \"alicia.nieto@unican.es\"),\nperson(\"Rob\", \"Hyndman\", email=\"Rob.Hyndman@monash.edu\", role = \"ctb\"),\nperson(\"Mitchell\", \"O'Hara-Wild\", role = \"ctb\"),\nperson(\"Trapletti\", \"A.\", role = \"ctb\")\n)",
  "Description": "Despite that several tests for normality in stationary\nprocesses have been proposed in the literature, consistent\nimplementations of these tests in programming languages are\nlimited. Seven normality test are implemented. The asymptotic\nLobato & Velasco's, asymptotic Epps, Psaradakis and Vávra,\nLobato & Velasco's and Epps sieve bootstrap approximations, El\nbouch et al., and the random projections tests for univariate\nstationary process. Some other diagnostics such as, unit root\ntest for stationarity, seasonal tests for seasonality, and arch\neffect test for volatility; are also performed. Additionally,\nthe El bouch test performs normality tests for bivariate time\nseries. The package also offers residual diagnostic for linear\ntime series models developed in several packages.",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "NeedsCompilation": "no",
  "RoxygenNote": "7.3.3",
  "URL": "https://github.com/asael697/nortsTest",
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  "Repository": "https://asael697.r-universe.dev",
  "Date/Publication": "2025-11-09 18:42:52 UTC",
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  "Packaged": {
    "Date": "2026-05-08 07:23:55 UTC",
    "User": "root"
  },
  "Author": "Asael Alonzo Matamoros [aut, cre],\nAlicia Nieto-Reyes [aut],\nRob Hyndman [ctb],\nMitchell O'Hara-Wild [ctb],\nTrapletti A. [ctb]",
  "Maintainer": "Asael Alonzo Matamoros <asael.alonzo@gmail.com>",
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      "package": "MASS",
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/nortsTest.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
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      "date": "2020-07-27"
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      "date": "2021-06-17"
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  "_exports": [
    "arch.test",
    "autoplot",
    "check_plot",
    "check_residuals",
    "cvm_bootstrap.test",
    "elbouch.statistic",
    "elbouch.test",
    "epps_bootstrap.test",
    "epps.statistic",
    "epps.test",
    "ggacf",
    "gghist",
    "ggnorm",
    "ggpacf",
    "jb_bootstrap.test",
    "Lm.test",
    "lobato_bootstrap.test",
    "lobato.statistic",
    "lobato.test",
    "normal.test",
    "random.projection",
    "rp.sample",
    "rp.test",
    "seasonal.test",
    "shapiro_bootstrap.test",
    "sieve.bootstrap",
    "uroot.test",
    "vavra.sample",
    "vavra.test"
  ],
  "_help": [
    {
      "page": "nortsTest-package",
      "title": "Assessing Normality of a Stationary Process",
      "topics": [
        "nortsTest-package",
        "nortsTest"
      ]
    },
    {
      "page": "arch.test",
      "title": "The ARCH effect test function.",
      "topics": [
        "arch.test"
      ]
    },
    {
      "page": "autoplot.ts",
      "title": "Automatically create a ggplot for time series objects.",
      "topics": [
        "autoplot.numeric",
        "autoplot.ts",
        "fortify.ts"
      ]
    },
    {
      "page": "check_plot",
      "title": "Generic function for a visual check of residuals in time series models.",
      "topics": [
        "check_plot",
        "check_plot.Arima",
        "check_plot.arima0",
        "check_plot.ets",
        "check_plot.fGarch",
        "check_plot.forecast",
        "check_plot.HoltWinters",
        "check_plot.lm",
        "check_plot.numeric",
        "check_plot.ts"
      ]
    },
    {
      "page": "check_residuals",
      "title": "Generic functions for checking residuals in time series models",
      "topics": [
        "check_residuals",
        "check_residuals.Arima",
        "check_residuals.arima0",
        "check_residuals.ets",
        "check_residuals.fGarch",
        "check_residuals.forecast",
        "check_residuals.HoltWinters",
        "check_residuals.lm",
        "check_residuals.numeric",
        "check_residuals.ts"
      ]
    },
    {
      "page": "cvm_bootstrap.test",
      "title": "The Sieve Bootstrap Cramer Von Mises test for normality.",
      "topics": [
        "cvm_bootstrap.test"
      ]
    },
    {
      "page": "elbouch.statistic",
      "title": "Computes El Bouch, et al.'s z statistic.",
      "topics": [
        "elbouch.statistic"
      ]
    },
    {
      "page": "elbouch.test",
      "title": "Computes El Bouch, et al.'s test for normality of multivariate dependent samples.",
      "topics": [
        "elbouch.test"
      ]
    },
    {
      "page": "epps_bootstrap.test",
      "title": "The Sieve Bootstrap Epps and Pulley test for normality.",
      "topics": [
        "epps_bootstrap.test"
      ]
    },
    {
      "page": "epps.statistic",
      "title": "Estimates the Epps statistic.",
      "topics": [
        "epps.statistic"
      ]
    },
    {
      "page": "epps.test",
      "title": "The asymptotic Epps and Pulley Test for normality.",
      "topics": [
        "epps.test"
      ]
    },
    {
      "page": "ggacf",
      "title": "'acf' plot.",
      "topics": [
        "ggacf"
      ]
    },
    {
      "page": "gghist",
      "title": "Histogram with optional normal density functions.",
      "topics": [
        "gghist"
      ]
    },
    {
      "page": "ggnorm",
      "title": "'qqplot' with normal 'qqline'",
      "topics": [
        "ggnorm"
      ]
    },
    {
      "page": "ggpacf",
      "title": "'pacf' plot.",
      "topics": [
        "ggpacf"
      ]
    },
    {
      "page": "jb_bootstrap.test",
      "title": "The Sieve Bootstrap Jarque-Bera test for normality.",
      "topics": [
        "jb_bootstrap.test"
      ]
    },
    {
      "page": "Lm.test",
      "title": "The Lagrange Multiplier test for arch effect.",
      "topics": [
        "Lm.test"
      ]
    },
    {
      "page": "lobato_bootstrap.test",
      "title": "The Sieve Bootstrap Lobato and Velasco's Test for normality.",
      "topics": [
        "lobato_bootstrap.test"
      ]
    },
    {
      "page": "lobato.statistic",
      "title": "Computes the Lobato and Velasco statistic.",
      "topics": [
        "lobato.statistic"
      ]
    },
    {
      "page": "lobato.test",
      "title": "The asymptotic Lobato and Velasco's Test for normality.",
      "topics": [
        "lobato.test"
      ]
    },
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      "page": "normal.test",
      "title": "The normality test for stationary process",
      "topics": [
        "normal.test"
      ]
    },
    {
      "page": "random.projection",
      "title": "Generate a random projection.",
      "topics": [
        "random.projection"
      ]
    },
    {
      "page": "rp.sample",
      "title": "Generates a test statistics sample of random projections.",
      "topics": [
        "rp.sample"
      ]
    },
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      "title": "The k random projections test for normality.",
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        "rp.test"
      ]
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      ]
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        "vavra.sample"
      ]
    },
    {
      "page": "vavra.test",
      "title": "The Psaradakis and Vávra test for normality.",
      "topics": [
        "vavra.test"
      ]
    }
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