reduce_outliers: Reduce outliers with the interquartile range method

In clessn/clessn-verse: Package for Data Domestication, Analysis, and Visualization

Reduce outliers with the interquartile range method

Description

Interquartile range method based off https://www.scribbr.com/statistics/outliers/

Usage

reduce_outliers(vector)

Arguments

vector

Numeric vector.

Value

Numeric vector.

Examples

# Create a random vector following a normal distribution
vector <- round(rnorm(20, mean = 5, sd = 3))
vector
hist(vector)

# Add outliers
vector[c(4,11)] <- c(-24, 32)
vector
hist(vector)

# Apply function
new_vector <- reduce_outliers(vector)
new_vector
hist(new_vector)

clessn/clessn-verse documentation built on Feb. 18, 2024, 12:42 p.m.