Plot resample median distributions

Plot density distributions of parameter medians across resample iterations.

Usage

plot_resample_medians(data, n_rows = 2, n_cols = 2, interactive = FALSE)

Arguments

data

List of abc results from abc_resample

n_rows

Number of rows in plot grid (default 2)

n_cols

Number of columns in plot grid (default 2)

interactive

Whether to pause between pages (default FALSE)

Value

No return value, called for side effects (plotting). Creates density plots displayed in the graphics device.

Examples

# Load ABC input data from example simulation
abc_input <- readRDS(
  system.file("extdata", "rdm_minimal", "abc", "abc_input.rds", package = "eam")
)

# Perform ABC resampling
results <- abc_resample(
  target = abc_input$target,
  param = abc_input$param,
  sumstat = abc_input$sumstat,
  n_iterations = 100,
  n_samples = 100,
  tol = 0.5,
  method = "rejection"
)

# plot the resample medians for each parameter
plot_resample_medians(results)