Corrected compute_kupiec() so that VaR violations
are evaluated against an explicitly supplied realized
outcome series rather than against the benchmark forecast
column.
Updated compute_kupiec() documentation and
examples.
Updated run_comprehensive_erc_analysis().
Added direct numerical validation of the Kupiec LR-UC statistic against an independent implementation.
Added regression tests for forecast evaluation.
Added reproducibility scripts.
Added a required realized argument to
estimate_forecast_variance().
Corrected variance scaling in SPA, CPA, CDF-based Reality Check, KLIC, and ZP procedures.
Corrected bootstrap recentering in
white_reality_check_cdf_approx().
Corrected one-sided alternative directions in
compute_per_model_statistics().
Updated package documentation and description text.