{
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  "Title": "Beginner-Friendly Statistics and Publication-Ready Tables",
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  "Description": "Provides beginner-friendly functions for common\ndescriptive and inferential statistical analyses, together with\ntools for creating publication-ready tables. The package\nincludes data description, summary statistics, distribution\nassessment, group comparisons, effect sizes, correlations,\nproportions and rates with confidence intervals, crosstabs for\nepidemiological measures, plots, and modular table-building\nworkflows. Statistical methods include unequal-variance\ncomparisons described by Welch (1947)\n<doi:10.1093/biomet/34.1-2.28>, score confidence intervals\ndescribed by Wilson (1927)\n<doi:10.1080/01621459.1927.10502953>, and robust variance\nassessment described by Brown and Forsythe (1974)\n<doi:10.1080/01621459.1974.10482955>.",
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  "Repository": "https://thinkdenominator.r-universe.dev",
  "Date/Publication": "2026-09-28 06:21:32 UTC",
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    "User": "root"
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  "Author": "Rubeshkumar Polani [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-0418-7592>),\nMogan Kaviprawin [aut] (ORCID: <https://orcid.org/0000-0002-1659-059X>),\nManikandanesan Sakthivel [aut] (ORCID:\n<https://orcid.org/0000-0002-5438-3970>),\nSalin K Eliyas [aut] (ORCID: <https://orcid.org/0000-0002-8020-5860>),\nYuvaraj Krishnamoorthy [aut] (ORCID:\n<https://orcid.org/0000-0003-4688-510X>)",
  "Maintainer": "Rubeshkumar Polani <rubesh@thinkdenominator.com>",
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    "add_proportion",
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    "add_total",
    "as_stats_table",
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    "crosstabs",
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    "denominators_stats",
    "describe_data",
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    "effect_size",
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    "plot_correlation",
    "proportion_stats",
    "rate_stats",
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    "summary_table",
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      "object": "birthwt",
      "class": [
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        "age",
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        "ht",
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      "table": true,
      "tojson": true
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      "object": "outbreak_data",
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        "onset_date",
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        "cabbage_salad",
        "jello",
        "rolls",
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        "milk",
        "coffee",
        "water",
        "cakes",
        "vanilla_ice_cream",
        "chocolate_ice_cream",
        "fruit_salad"
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      "table": true,
      "tojson": true
    },
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      "title": "Paired follow-up teaching data",
      "object": "paired_data",
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      "fields": [
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        "visit",
        "pain_score",
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        "symptom_present"
      ],
      "rows": 180,
      "table": true,
      "tojson": true
    },
    {
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      "title": "Archived weekly US hospital-admission surveillance data",
      "object": "surveillance_data",
      "class": [
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      ],
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        "population",
        "report_date",
        "week_end_date",
        "mmwr_week",
        "mmwr_year",
        "admissions",
        "admissions_per_100k",
        "admission_level"
      ],
      "rows": 808,
      "table": true,
      "tojson": true
    },
    {
      "name": "trial_data",
      "title": "Three-arm clinical trial teaching data",
      "object": "trial_data",
      "class": [
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      "fields": [
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        "arm",
        "age",
        "baseline_score",
        "change_score",
        "hospital_days",
        "biomarker_a",
        "followup_years",
        "biomarker_b",
        "response",
        "adverse_event",
        "rare_event",
        "infection_events"
      ],
      "rows": 180,
      "table": true,
      "tojson": true
    }
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      "page": "add_ci",
      "title": "Add confidence intervals to a summary table",
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    },
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      "page": "add_p",
      "title": "Add p-values to a descriptive table",
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      "page": "add_proportion",
      "title": "Add a proportion row to a descriptive table",
      "topics": [
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    },
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      "title": "Add an event-rate row",
      "topics": [
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    },
    {
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      "title": "Add a custom row to a descriptive table",
      "topics": [
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    },
    {
      "page": "add_summary",
      "title": "Add summary rows to a descriptive table",
      "topics": [
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      ]
    },
    {
      "page": "add_total",
      "title": "Add total counts to a descriptive table",
      "topics": [
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    },
    {
      "page": "as_stats_table",
      "title": "Convert an already summarised data frame into a publication table",
      "topics": [
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    },
    {
      "page": "assess_distribution",
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      "topics": [
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      ]
    },
    {
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      "title": "Assess variation of continuous variables across groups",
      "topics": [
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      ]
    },
    {
      "page": "assumptions_stats",
      "title": "Inspect statistical assumptions",
      "topics": [
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      ]
    },
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      "title": "Low birth weight data",
      "topics": [
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      ]
    },
    {
      "page": "compare_groups",
      "title": "Compare groups using common inferential tests",
      "topics": [
        "compare_groups"
      ]
    },
    {
      "page": "correlation",
      "title": "Correlation analysis for one pair or several continuous variables",
      "topics": [
        "correlation"
      ]
    },
    {
      "page": "crosstabs",
      "title": "Cross-tabulations with optional 2x2 epidemiological measures",
      "topics": [
        "crosstabs"
      ]
    },
    {
      "page": "customise_table",
      "title": "Customize a gtstats table",
      "topics": [
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      ]
    },
    {
      "page": "denominators_stats",
      "title": "Inspect statistical denominators",
      "topics": [
        "denominators_stats"
      ]
    },
    {
      "page": "describe_data",
      "title": "Understand a dataset before analysis",
      "topics": [
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      ]
    },
    {
      "page": "diagnostics_stats",
      "title": "Inspect statistical diagnostics",
      "topics": [
        "diagnostics_stats"
      ]
    },
    {
      "page": "effect_size",
      "title": "Estimate an effect size",
      "topics": [
        "effect_size"
      ]
    },
    {
      "page": "epi_table",
      "title": "Outbreak and surveillance summary table",
      "topics": [
        "epi_table"
      ]
    },
    {
      "page": "gtstats_app",
      "title": "Launch the gtstats graphical interface",
      "topics": [
        "gtstats_app"
      ]
    },
    {
      "page": "outbreak_data",
      "title": "Oswego foodborne-outbreak line list",
      "topics": [
        "outbreak_data"
      ]
    },
    {
      "page": "paired_data",
      "title": "Paired follow-up teaching data",
      "topics": [
        "paired_data"
      ]
    },
    {
      "page": "plot_compare",
      "title": "Plot a group comparison",
      "topics": [
        "plot_compare"
      ]
    },
    {
      "page": "plot_correlation",
      "title": "Plot the relationship between two continuous variables",
      "topics": [
        "plot_correlation"
      ]
    },
    {
      "page": "print.gt_compare",
      "title": "Print a gtstats compare object",
      "topics": [
        "print.gt_compare"
      ]
    },
    {
      "page": "print.gt_correlation",
      "title": "Print a gtstats correlation object",
      "topics": [
        "print.gt_correlation"
      ]
    },
    {
      "page": "print.gt_data_table",
      "title": "Print an already summarised gtstats table",
      "topics": [
        "print.gt_data_table"
      ]
    },
    {
      "page": "print.gt_describe",
      "title": "Print a gtstats describe object",
      "topics": [
        "print.gt_describe"
      ]
    },
    {
      "page": "print.gt_distribution",
      "title": "Print a gtstats distribution object",
      "topics": [
        "print.gt_distribution"
      ]
    },
    {
      "page": "print.gt_effect",
      "title": "Print a gtstats effect-size object",
      "topics": [
        "print.gt_effect"
      ]
    },
    {
      "page": "print.gt_epi_table",
      "title": "Print an outbreak and surveillance table",
      "topics": [
        "print.gt_epi_table"
      ]
    },
    {
      "page": "print.gt_prop",
      "title": "Print a gtstats proportion object",
      "topics": [
        "print.gt_prop"
      ]
    },
    {
      "page": "print.gt_rate",
      "title": "Print a gtstats rate object",
      "topics": [
        "print.gt_rate"
      ]
    },
    {
      "page": "print.gt_twobytwo",
      "title": "Print a gtstats 2x2 table object",
      "topics": [
        "print.gt_twobytwo"
      ]
    },
    {
      "page": "print.gt_variance",
      "title": "Print a gtstats variance object",
      "topics": [
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      ]
    },
    {
      "page": "print.gtstats_summary",
      "title": "Print a descriptive table",
      "topics": [
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      ]
    },
    {
      "page": "proportion_stats",
      "title": "Proportion statistics",
      "topics": [
        "proportion_stats"
      ]
    },
    {
      "page": "rate_stats",
      "title": "Incidence rate with exact Poisson confidence interval",
      "topics": [
        "rate_stats"
      ]
    },
    {
      "page": "save_output",
      "title": "Save a gtstats table or plot",
      "topics": [
        "save_output"
      ]
    },
    {
      "page": "summary_table",
      "title": "Create a summary table builder",
      "topics": [
        "summary_table"
      ]
    },
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      "title": "Archived weekly US hospital-admission surveillance data",
      "topics": [
        "surveillance_data"
      ]
    },
    {
      "page": "to_flextable",
      "title": "Convert a gtstats object to flextable",
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        "to_flextable"
      ]
    },
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      "page": "to_gt",
      "title": "Convert a gtstats result to a gt table",
      "topics": [
        "to_gt"
      ]
    },
    {
      "page": "trial_data",
      "title": "Three-arm clinical trial teaching data",
      "topics": [
        "trial_data"
      ]
    }
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