gglm

Provides four standard visual model diagnostic plots with ggplot2.

Usage

gglm(data, mapping = ggplot2::aes(), theme = ggplot2::theme_gray(), ...)

Arguments

data

A model object.

mapping

Additional aesthetic mappings to add to each layer, e.g. aes(color = some_var).

theme

The theme of the ggplots to be produced.

...

Additional arguments passed on to each stat_*() layer.

Value

A ggplot2 object for visual diagnostic of model validity.

Examples

data(mtcars)
m1 <- lm(mpg ~ cyl + disp + hp, data = mtcars)
gglm(m1)