Plot Multiple MID Component Functions

mid.plots() applies ggmid() or plot() to the component functions of a "mid" object.

Usage

mid.plots(
  object,
  terms = mid.terms(object, interaction = FALSE),
  limits = c(NA, NA),
  intercept = FALSE,
  main.effects = FALSE,
  max.plots = NULL,
  engine = c("ggplot2", "graphics"),
  ...
)

Arguments

object: a "mid" object.
terms: a character vector. The names of the terms to be visualized.
limits: NULL or a numeric vector of length two specifying the limits of the plotting scale. NAs are replaced by the minimum and/or maximum MID values.
intercept: logical. If TRUE, the intercept is added to the MID values and the plotting scale is shifted.
main.effects: logical. If TRUE, the main effects are included in the interaction plot.
max.plots: an integer specifying the number of maximum number of plots.
engine: character string. One of "ggplot2" or "graphics".
...: optional parameters to be passed to ggmid() or plot().

Value

If engine is "ggplot2", mid.plots() returns a list of "ggplot" objects. Otherwise mid.plots() produces plots and returns NULL.

Examples

data(diamonds, package = "ggplot2")
set.seed(42)
idx <- sample(nrow(diamonds), 1e4L)
mid <- interpret(price ~ (carat + cut + color + clarity) ^ 2, diamonds[idx, ])
#> 'model' not passed: response variable in 'data' is used
mid.plots(mid, c("carat", "color", "carat:color", "clarity:color"), limits = NULL)
#> $carat

#> 
#> $color

#> 
#> $`carat:color`

#> 
#> $`clarity:color`

#>