ols_test_bartlett: Bartlett test

Description Usage Arguments Details Value Deprecated Function References See Also Examples

View source: R/ols-bartlett-test.R

Description

Test if k samples are from populations with equal variances.

Usage

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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

Deprecated Function

ols_bartlett_test() has been deprecated. Instead use ols_test_bartlett().

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

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# using grouping variable
library(descriptr)
ols_test_bartlett(mtcarz, 'mpg', group_var = 'cyl')

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

olsrr documentation built on Feb. 10, 2020, 5:07 p.m.