Easily make nice per-group QQ plots through
a wrapper around the ggplot2
and qqplotr
packages.
nice_qq(
data,
variable,
group = NULL,
colours,
groups.labels = NULL,
grid = TRUE,
shapiro = FALSE,
title = variable
)
A qq plot of class ggplot, by group (if provided), along a reference interpretation helper, the 95% confidence band.
The data frame.
The dependent variable to be plotted.
The group by which to plot the variable.
Desired colours for the plot, if desired.
How to label the groups.
Logical, whether to keep the default background grid or not. APA style suggests not using a grid in the background, though in this case some may find it useful to more easily estimate the slopes of the different groups.
Logical, whether to include the p-value from the Shapiro-Wilk test on the plot.
An optional title, if desired.
Other functions useful in assumption testing:
nice_assumptions
, nice_density
,
nice_normality
, nice_var
,
nice_varplot
. Tutorial:
https://rempsyc.remi-theriault.com/articles/assumptions