eam (version 1.0.1)

plot_resample_medians: Plot resample median distributions

Description

Plot density distributions of parameter medians across resample iterations.

Usage

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

Value

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

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)

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)