plot.see_performance_simres: Plot method for check model for (non-)normality of residuals

In see: Model Visualisation Toolbox for 'easystats' and 'ggplot2'

Plot method for check model for (non-)normality of residuals

Description

The plot() method for the performance::check_residuals() resp. performance::simulate_residuals() function.

Usage

## S3 method for class 'see_performance_simres'
plot(
  x,
  size_line = 0.8,
  size_point = 2,
  size_title = 12,
  size_axis_title = base_size,
  base_size = 10,
  alpha = 0.2,
  dot_alpha = 0.8,
  colors = c("#3aaf85", "#1b6ca8"),
  detrend = FALSE,
  transform = NULL,
  style = theme_lucid,
  ...
)

Arguments

x	An object.
size_line	Numeric value specifying size of line geoms.
size_point	Numeric specifying size of point-geoms.
base_size, size_axis_title, size_title	Numeric value specifying size of axis and plot titles.
alpha	Numeric value specifying alpha level of the confidence bands.
dot_alpha	Numeric value specifying alpha level of the point geoms.
colors	Character vector of length two, indicating the colors (in hex-format) for points and line.
detrend	Logical that decides if Q-Q and P-P plots should be de-trended (also known as worm plots).
transform	Function to transform the residuals. If NULL (default), no transformation is applied and uniformly distributed residuals are expected. See argument quantileFuntion in ?DHARMa:::residuals.DHARMa for more details.
style	A ggplot2-theme.
...	Arguments passed to or from other methods.

Value

A ggplot2-object.

See Also

See also the vignette about check_model().

Examples

data(Salamanders, package = "glmmTMB")
model <- glmmTMB::glmmTMB(
  count ~ mined + spp + (1 | site),
  family = poisson(),
  data = Salamanders
)
simulated_residuals <- performance::simulate_residuals(model)
plot(simulated_residuals)

# or
simulated_residuals <- performance::simulate_residuals(model)
result <- performance::check_residuals(simulated_residuals)
plot(result)

see documentation built on Sept. 11, 2024, 5:51 p.m.