央行公告和监测投资组合风险

IF 5.6 2区 经济学 Q1 BUSINESS, FINANCE
Huynh Tuan Duy Bui , Helmut Herwartz , Shu Wang
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引用次数: 0

摘要

本文通过评估有条件风险指标(特别是风险价值(VaR)和预期缺口(ES))的实时表现,研究了FOMC公告如何影响投资组合风险。我们使用带有偏t型创新的阈值GARCH模型,研究了2006-2019年期间股票、债券和黄金的六个投资组合。虽然基于模型的风险预测通常与名义覆盖水平保持一致,但我们记录了FOMC公告前后的显著表现不佳,特别是当货币政策(MP)意外提高中长期债券收益率时。相比之下,短期利率冲击和基于市场的风险转移的影响更为温和。超出VaR阈值的情况不成比例地发生在公告发布后的第二天,这表明投资组合对政策信号的反应滞后。为了支持风险监控,我们提出了一个综合MP新闻指标,该指标将意外成分汇总为单个标量度量。该指标有效地预测了紧缩公告期间的缺口风险升高,并为实时投资组合再平衡和监管压力测试提供了相关的预警信号。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Central bank announcements and monitoring portfolio risks
This paper examines how FOMC announcements affect portfolio risks by assessing the real-time performance of conditional risk measures—specifically, value-at-risk (VaR) and expected shortfall (ES). Using threshold GARCH models with skewed-t innovations, we study six portfolios spanning equities, bonds, and gold over the period 2006–2019. While model-based risk forecasts generally align with nominal coverage levels, we document significant underperformance surrounding FOMC announcements, particularly when monetary policy (MP) surprises raise medium- and long-term bond yields. In contrast, short-term rate shocks and market-based risk shifts have more modest effects. Violations of VaR thresholds occur disproportionately on the day following announcements, revealing a delayed portfolio response to policy signals. To support risk monitoring, we propose a composite MP news indicator that aggregates the surprise components into a single scalar metric. This indicator effectively anticipates elevated shortfall risk during contractionary announcements and provides early-warning signals relevant for real-time portfolio rebalancing and regulatory stress testing.
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来源期刊
CiteScore
7.30
自引率
2.20%
发文量
253
期刊介绍: The International Review of Economics & Finance (IREF) is a scholarly journal devoted to the publication of high quality theoretical and empirical articles in all areas of international economics, macroeconomics and financial economics. Contributions that facilitate the communications between the real and the financial sectors of the economy are of particular interest.
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