压力情景的设计

Designing Stress Scenarios

Journal of Finance · 2025
被引 3
人大 A+FT50UTD24ABS 4*

中文导读

研究监管者如何设计压力情景来了解银行的风险暴露,发现信息对定向干预比宽泛的资本要求更有价值。

Abstract

ABSTRACT We study the optimal design of stress scenarios. A principal manages the unknown risk exposures of agents by asking them to report losses under hypothetical scenarios before taking remedial actions. We apply a Kalman filter to solve the learning problem, and we relate the optimal design to the risk environment, the principal's preferences, and available interventions. In a banking context, optimal capital requirements cover losses under an adverse scenario, while targeted interventions depend on covariances among residual exposures and systematic risks. Our calibration reveals that information is particularly valuable for targeted interventions as opposed to broad capital requirements.

压力测试设计最优资本要求卡尔曼滤波风险暴露