run_convergence_robustness_tests: Run comprehensive robustness test suite

Description

Executes all available robustness tests (permutation, reweighting, jackknife) and synthesizes results into an integrated assessment.

Usage

run_convergence_robustness_tests(
  results_robust,
  X_matrix,
  Y_matrix,
  path_cpi = NULL,
  path_weights = NULL,
  sector_names = NULL,
  run_permutation = TRUE,
  run_reweighting = FALSE,
  run_jackknife = TRUE,
  run_leadlag = FALSE,
  run_common_factor = FALSE,
  sensitivity_analysis = TRUE,
  verbose = TRUE
)

Value

List with components:

permutation: Results from permutation test.
reweighting: Results from reweighting test (if applicable).
jackknife: Results from jackknife test (if requested).
summary: Data frame summarizing all tests.
overall_robust: Logical indicating if convergence is robust across all tests.

Arguments

results_robust: Output from run_complete_factor_analysis_robust()
X_matrix: Matrix of first set of variables
Y_matrix: Matrix of second set of variables
path_cpi: Path to CPI data (default: NULL)
path_weights: Path to weights data (default: NULL)
sector_names: Vector of sector names (default: NULL)
run_permutation: Logical, run permutation test (default: TRUE)
run_reweighting: Logical, run reweighting test (default: FALSE)
run_jackknife: Logical, run jackknife test (default: TRUE)
run_leadlag: Logical, run lead-lag test (default: FALSE)
run_common_factor: Logical, run common factor test (default: FALSE)
sensitivity_analysis: Logical, run sensitivity analysis (default: TRUE)
verbose: Logical; print progress and diagnostic information. Default TRUE.