所属栏目:银行与金融机构/风险管理

Tail risk contagion across Belt and Road Initiative stock networks: Result from conditional higher co-moments approach
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发布日期:2025年12月06日 上次修订日期:2025年12月06日

摘要

We study tail-risk contagion in Belt and Road (BRI) stock markets by conditioning on shocks from China and global commodities. We construct time-varying contagion indices from conditional higher co-moments (CoHCM) estimated within a DCC-GARCH model with generalized hyperbolic innovations, and apply them to daily data for 32 BRI markets. The higher-moment index isolates two channels: a China-driven financial-institutional channel and a WTI-driven commodity-real-economy channel, whereas a covariance benchmark fails to recover this separation. Furthermore, the system-GMM estimates link the China-conditional channel to institutional quality and financial depth, and the WTI-conditional channel to real activity. In out-of-sample portfolio tests, the WTI-conditional signal improves risk-adjusted performance relative to equally weighted and mean-variance benchmarks, while the China-conditional signal does not. Tail-based measurement thus sharpens identification of contagion paths and yields information that is economically relevant for risk management in interconnected emerging markets.
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史文慧 Tail risk contagion across Belt and Road Initiative stock networks: Result from conditional higher co-moments approach (2025年12月06日) https://www.cfrn.com.cn/lw/16499.html

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