average_fre_z: Simulation based Z-scores for average frequence

In josh-mc/fabricated: Tools to Audit Survey Data Quality

Simulation based Z-scores for average frequence

Description

The 'average_fre_z()' function uses 'average_fre()' to calculate the average frequency for a data set and 'shuffle()' to calculate average frequency for shuffles (simulations) of the same data set. The mean and sd for the simulated data is then used to calculate Z-scores.

Usage

average_fre_z(data, variable, group = NULL, decimal_place = 1, reps = 1000)

Arguments

data	A data frame
variable	A numeric variable that includes the first decimal place.
group	A second variable used to group the primary variable such that average frequency Z-scores are calculated separately for each group.
decimal_place	The number of decimal places used for the calculation. The default is set to "1" meaning decimals in the second (hundreds place) and below are discarded.
reps	The number of shuffles (simulations) to perform. The default is set to 1,000.

Value

A tibble

Examples

average_fre_z(bodyweight, obs, group, reps = 100)

josh-mc/fabricated documentation built on April 25, 2022, 1:31 p.m.