levene_test {miceafter} | R Documentation |
Calculates the Levene's test
Description
levene_test
Calculates the Levene's test for homogeneity
of variance across groups, model coefficients, the
variance-covariance matrix and the degrees of freedom.
Usage
levene_test(y, x, formula, data)
Arguments
y |
numeric (continuous) response variable. |
x |
categorical group variable. |
formula |
A formula object to specify the model as normally used by glm. Use 'factor' to define the grouping x variable. Only one variable is allowed. |
data |
An objects of class |
Details
The Levene's test centers on group means to calculate outcome residuals, the Brown-Forsythe test on the median.
Value
An object from which the following objects are extracted:
-
fstats
F-test value, including numerator and denominator degrees of freedom. -
qhat
model coefficients. -
vcov
variance-covariance matrix. -
dfcom
degrees of freedom obtained fromdf.residual
.
Author(s)
Martijn Heymans, 2021
See Also
with.milist
, pool_levenetest
, bf_test
Examples
imp_dat <- df2milist(lbpmilr, impvar="Impnr")
ra <- with(imp_dat, expr=levene_test(Pain ~ factor(Carrying)))