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This study investigates the limitations of aggregate VaR tests, proposing the FinRegimeBench framework to enhance error isolation and detection power. It compares various methodologies, including bootstrap and GARCH, while applying rigorous coverage tests. Findings reveal persistent errors during calm and crisis periods across multiple assets, highlighting the impact of small crisis samples on uncertainty. The research underscores the necessity for distinct diagnostics for generators,...