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When Stress Tests Miss the Risk: Statistical Scenario Analysis for Financial Portfolios

Cai, Zhongze et al.
arXiv (All) · Papers
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Scenario analysis is widely used to stress test financial portfolios, yet conventional approaches often summarize scenario gains using point estimates that overlook dependence between stressed and unstressed risk factors. We develop a machine learning framework for quantifying uncertainty in realize
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