Multi-dataset log-cumulant diagram — multi_lc

Overlays bootstrap clouds for several datasets on the log-cumulant diagram, distinguishing datasets by colour and plotting symbol (the “empirical data” legend) while the theoretical loci keep the “theoretical curve” legend.

Usage

multi_lc_diagram(
  datasets_list,
  dataset_names = NULL,
  B = 1000,
  seed = 42,
  xlim = c(-2, 2),
  ylim = c(0, 2),
  alpha_points = 0.35,
  point_size = 2.6
)

Arguments

datasets_list: Named list of numeric vectors.
dataset_names: Optional character vector of names to use.
B: Integer; bootstrap replicates per dataset.
seed: Integer random seed.
xlim, ylim: Numeric length-2 axis limits.
alpha_points: Numeric; point transparency.
point_size: Numeric; point size.

Value

A ggplot object.

Examples

data(reliability_datasets)
multi_lc_diagram(reliability_datasets[c("Airplane","BallBearing","Yarn")], B = 300)