durbinWatsonTest_tidiers: Tidy/glance a(n) durbinWatsonTest object

In tidymodels/broom: Convert Statistical Objects into Tidy Tibbles

Tidy/glance a(n) durbinWatsonTest object

Description

For models that have only a single component, the tidy() and glance() methods are identical. Please see the documentation for both of those methods.

Usage

## S3 method for class 'durbinWatsonTest'
tidy(x, ...)

## S3 method for class 'durbinWatsonTest'
glance(x, ...)

Arguments

x

An object of class durbinWatsonTest created by a call to car::durbinWatsonTest().

...

Additional arguments. Not used. Needed to match generic signature only. Cautionary note: Misspelled arguments will be absorbed in ..., where they will be ignored. If the misspelled argument has a default value, the default value will be used. For example, if you pass conf.lvel = 0.9, all computation will proceed using conf.level = 0.95. Two exceptions here are: tidy() methods will warn when supplied an exponentiate argument if it will be ignored. augment() methods will warn when supplied a newdata argument if it will be ignored.

Value

A tibble::tibble() with columns:

alternative	Alternative hypothesis (character).
autocorrelation	Autocorrelation.
p.value	The two-sided p-value associated with the observed statistic.
statistic	Test statistic for Durbin-Watson test.
method	Always 'Durbin-Watson Test'.

See Also

tidy(), glance(), car::durbinWatsonTest()

Other car tidiers: leveneTest_tidiers

Examples

# load modeling library
library(car)

# fit model
dw <- durbinWatsonTest(lm(mpg ~ wt, data = mtcars))

# summarize model fit with tidiers
tidy(dw)

# same output for all durbinWatsonTests
glance(dw)

tidymodels/broom documentation built on Nov. 11, 2024, 7:34 a.m.