Create HISEA Summary Report — create_hisea_summary

Generates a comprehensive summary from HISEA estimation results, including means, standard deviations, MSE (for simulations), and covariance/correlation for ML estimates (often for bootstrap).

Usage

create_hisea_summary_report(
  all_estimates_array,
  actual_proportions = NULL,
  run_type
)

Arguments

all_estimates_array: An array of dimension (nsamps, np, n_estimators) containing all estimation results. The 3rd dimension should have estimator names.
actual_proportions: Optional numeric vector of true stock proportions. Required if MSE is to be calculated (typically for "SIMULATION" run_type).
run_type: Character string, e.g., "SIMULATION", "ANALYSIS", "BOOTSTRAP". Used to decide if actual_proportions are expected for MSE.

Value

A list containing the summary statistics.