ols_test_bartlett {olsrr} | R Documentation |
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 |
... |
Columns in |
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 |
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')
[Package olsrr version 0.6.0 Index]