Plot alternative-estimation replications — plot.mars

Visualize replicate estimates from bootstrap, jackknife, or permutation output on a single base R figure, with one histogram panel per effect.

# S3 method for class 'mars_boot'
plot(
  x,
  terms = NULL,
  xlab = "Estimate",
  ylab = "Frequency",
  main = NULL,
  breaks = "Sturges",
  col = "grey85",
  border = "white",
  panel_layout = NULL,
  ...
)

Arguments

x: A "mars_boot" object created by compute_alt_stats().
terms: Optional character vector of terms to plot. Defaults to the fixed effect terms stored in the model summary when available, otherwise all replicated terms.
xlab: Label for the x-axis.
ylab: Label for the y-axis.
main: Optional plot title. If NULL, a title is generated from the alternative-estimation type.
breaks: Histogram breaks passed to hist().
col: Fill color for the histograms.
border: Border color for the histograms.
panel_layout: Optional length-2 numeric vector giving the mfrow panel layout. By default a near-square layout is chosen.
...: Additional arguments passed to the underlying base plotting call.

Value

Invisibly returns the matrix of replicated estimates that was plotted.