tidy_distribution_summary_tbl: Tidy Distribution Summary Statistics Tibble

In TidyDensity: Functions for Tidy Analysis and Generation of Random Data

Tidy Distribution Summary Statistics Tibble

Description

This function returns a summary statistics tibble. It will use the y column from the tidy_ distribution function.

Usage

tidy_distribution_summary_tbl(.data, ...)

Arguments

.data	The data that is going to be passed from a a tidy_ distribution function.
...	This is the grouping variable that gets passed to dplyr::group_by() and dplyr::select().

Details

This function takes in a tidy_ distribution table and will return a tibble of the following information:

• sim_number

• mean_val

• median_val

• std_val

• min_val

• max_val

• skewness

• kurtosis

• range

• iqr

• variance

• ci_hi

• ci_lo

The kurtosis and skewness come from the package healthyR.ai

Value

A summary stats tibble

Author(s)

Steven P. Sanderson II, MPH

Examples

library(dplyr)

tn <- tidy_normal(.num_sims = 5)
tb <- tidy_beta(.num_sims = 5)

tidy_distribution_summary_tbl(tn)
tidy_distribution_summary_tbl(tn, sim_number)

data_tbl <- tidy_combine_distributions(tn, tb)

tidy_distribution_summary_tbl(data_tbl)
tidy_distribution_summary_tbl(data_tbl, dist_type)

TidyDensity documentation built on May 29, 2024, 11:06 a.m.