infer_oneway_anova: One Way ANOVA

In inferr: Inferential Statistics

Description

One way analysis of variance

Usage

infer_oneway_anova(data, x, y, ...)

Arguments

data	a data.frame or a tibble
x	numeric; column in data
y	factor; column in data
...	additional arguments passed to or from other methods

Value

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

adjusted_r2	adjusted r squared value
df_btw	between groups degress of freedom
df_within	within groups degress of freedom
df_total	total degress of freedom
fstat	f value
group_stats	group statistics
ms_btw	between groups mean square
ms_within	within groups mean square
obs	number of observations
pval	p value
r2	r squared value
rmse	root mean squared error
ss_between	between group sum of squares
ss_within	within group sum of squares
ss_total	total sum of squares

References

Kutner, M. H., Nachtsheim, C., Neter, J., & Li, W. (2005). Applied linear statistical models. Boston: McGraw-Hill Irwin.

See Also

anova

Examples

infer_oneway_anova(mtcars, mpg, cyl)
infer_oneway_anova(hsb, write, prog)

inferr documentation built on May 29, 2021, 1:07 a.m.