{
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  "Package": "mmirestriktor",
  "Title": "Informative Hypothesis Testing Web Applications",
  "Version": "0.3.1.9000",
  "Authors@R": "c(\nperson(\"Mackson\", \"Ncube\", , \"macksonncube.stats@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"mightymetrika, LLC\", role = c(\"cph\", \"fnd\"))\n)",
  "Description": "Offering enhanced statistical power compared to\ntraditional hypothesis testing methods, informative hypothesis\ntesting allows researchers to explicitly model their\nexpectations regarding the relationships among parameters. An\nimportant software tool for this framework is 'restriktor'. The\n'mmirestriktor' package provides 'shiny' web applications to\nimplement some of the basic functionality of 'restriktor'. The\nmmirestriktor() function launches a 'shiny' application for\nfitting and analyzing models with constraints. The FbarCards()\nfunction launches a card game application which can help build\nintuition about informative hypothesis testing. The\niht_interpreter() helps interpret informative hypothesis\ntesting results based on guidelines in Vanbrabant and Rosseel\n(2020) <doi:10.4324/9780429273872-14>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.1",
  "URL": "https://github.com/mightymetrika/mmirestriktor",
  "BugReports": "https://github.com/mightymetrika/mmirestriktor/issues",
  "Config/testthat/edition": "3",
  "Config/pak/sysreqs": "cmake make libuv1-dev libpq-dev zlib1g-dev",
  "Repository": "https://mightymetrika.r-universe.dev",
  "Date/Publication": "2024-08-02 14:54:45 UTC",
  "RemoteUrl": "https://github.com/mightymetrika/mmirestriktor",
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  "Packaged": {
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    "User": "root"
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  "Author": "Mackson Ncube [aut, cre],\nmightymetrika, LLC [cph, fnd]",
  "Maintainer": "Mackson Ncube <macksonncube.stats@gmail.com>",
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  "_published": "2026-06-02T15:07:34.214Z",
  "_distro": "noble",
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    "author": "Mackson Ncube <mightymetrika@proton.me>",
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    "twitter": "@mightymetrika",
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  "_tags": [],
  "_topics": [
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    "hypothesis",
    "infomative",
    "power",
    "restriktor",
    "statistics",
    "testing"
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  "_realowner": "mightymetrika",
  "_cranurl": true,
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      "date": "2023-10-12"
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    "deal_cards_to_grid",
    "FbarCards",
    "generate_datasets",
    "generate_datasets_reg",
    "iht_interpreter",
    "lr_pow",
    "mmir_model",
    "mmirestriktor",
    "mui",
    "pj_pow",
    "replext",
    "replext_pgsql",
    "replext_t1_c1",
    "replext_t2_c1",
    "rm_interpreter",
    "sim_reg"
  ],
  "_help": [
    {
      "page": "d_eq_spaced",
      "title": "Calculate Equally Spaced Differences",
      "topics": [
        "d_eq_spaced"
      ]
    },
    {
      "page": "deal_cards_to_grid",
      "title": "Deal Cards to Grid",
      "topics": [
        "deal_cards_to_grid"
      ]
    },
    {
      "page": "FbarCards",
      "title": "FbarCards Shiny App",
      "topics": [
        "FbarCards"
      ]
    },
    {
      "page": "generate_datasets",
      "title": "Generate Datasets for ANOVA Simulation",
      "topics": [
        "generate_datasets"
      ]
    },
    {
      "page": "generate_datasets_reg",
      "title": "Generate Multiple Datasets for Regression Simulation",
      "topics": [
        "generate_datasets_reg"
      ]
    },
    {
      "page": "iht_interpreter",
      "title": "Interpret Results of Informative Hypothesis Test",
      "topics": [
        "iht_interpreter"
      ]
    },
    {
      "page": "lr_pow",
      "title": "Calculate Power for Linear Regression Simulations",
      "topics": [
        "lr_pow"
      ]
    },
    {
      "page": "mmir_model",
      "title": "Fit Restriktor Supported Model",
      "topics": [
        "mmir_model"
      ]
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    {
      "page": "mmirestriktor",
      "title": "Mighty Metrika Interface to Restriktor Shiny App",
      "topics": [
        "mmirestriktor"
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      "title": "Calculate Group Means for One-Way ANOVA",
      "topics": [
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      ]
    },
    {
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      ]
    },
    {
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      "title": "Launch Replext Simulation Shiny Application",
      "topics": [
        "replext"
      ]
    },
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      ]
    },
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      ]
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      "title": "Interpret Results of Restricted Means Analysis",
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      ]
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