Summary of Continuous Variables — summarydata • ClinicoPathDescriptives

This module generates descriptive statistics for continuous variables. It provides both a textual summary and a visually appealing summary table. Optionally, you can enable distribution diagnostics to examine normality, skewness, and kurtosis.

Usage

summarydata(data, vars, distr = FALSE, decimal_places = 1)

Arguments

data: The data as a data frame.
vars: a string naming the variables from data that contains the continuous values used for the report
distr: If TRUE, additional distribution diagnostics (Shapiro-Wilk test, skewness, and kurtosis) will be computed and explained.
decimal_places: Number of decimal places to display for statistical measures.

Value

A results object containing:

`results$todo`					a html
`results$text`					a html
`results$text1`					a html

Examples

# \donttest{
# Example:
# 1. Load your data frame.
# 2. Select one or more continuous variables.
# 3. (Optional) Enable Distribution Diagnostics to view additional tests.
# 4. Run the summarydata module to see descriptive statistics and distribution characteristics.
# }