ols_test_bartlett: Bartlett test

In olsrr: Tools for Building OLS Regression Models

Bartlett test

Description

Test if k samples are from populations with equal variances.

Usage

ols_test_bartlett(data, ...)

## Default S3 method:
ols_test_bartlett(data, ..., group_var = NULL)

Arguments

data	A data.frame or tibble.
...	Columns in data.
group_var	Grouping variable.

Details

Bartlett's test is used to test if variances across samples is equal. It is sensitive to departures from normality. The Levene test is an alternative test that is less sensitive to departures from normality.

Value

ols_test_bartlett returns an object of class "ols_test_bartlett". An object of class "ols_test_bartlett" is a list containing the following components:

fstat	f statistic
pval	p-value of fstat
df	degrees of freedom

References

Snedecor, George W. and Cochran, William G. (1989), Statistical Methods, Eighth Edition, Iowa State University Press.

See Also

Other heteroskedasticity tests: ols_test_breusch_pagan(), ols_test_f(), ols_test_score()

Examples

# using grouping variable
if (require("descriptr")) {
  library(descriptr)
  ols_test_bartlett(mtcarz, 'mpg', group_var = 'cyl')
}

# using variables
ols_test_bartlett(hsb, 'read', 'write')

olsrr documentation built on May 29, 2024, 12:35 p.m.