infer_oneway_anova {inferr}

One Way ANOVA

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)