Tail connectedness: Measuring the volatility connectedness network of equity markets during crises

IF 4.8 2区 经济学 Q1 BUSINESS, FINANCE
Tingting Cheng , Fei Liu , Junli Liu , Wenying Yao
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引用次数: 0

Abstract

This paper studies the global volatility connectedness network among 16 stock markets under different market conditions. We construct measures of tail connectedness following Ando et al. (2022) by introducing quantile regression into the classic Diebold–Yilmaz network model. We demonstrate the advantages of using tail connectedness for measuring extreme systemic risk, and examine the dynamic evolution of volatility connectedness from 2005 to 2021 at different quantiles. Our empirical results suggest that when the market is calm, the strength of volatility connectedness is determined by the closeness of economic and trade ties. Although (North) American and European stock markets tend to act as net risk providers during crises, Asian markets have become increasingly influential in the past two decades. We also find that the spillover of extreme risks is predominantly unidirectional, with either the U.S. or China sitting at the center of the spillover network and transmitting risks to the regional centers and peripheral markets.

尾部连通性:衡量危机期间股票市场的波动连接网络
本文研究了 16 个股票市场在不同市场条件下的全球波动连通性网络。我们按照 Ando 等人(2022 年)的方法,通过在经典的 Diebold-Yilmaz 网络模型中引入量子回归,构建了尾部连通性的测量方法。我们证明了使用尾部连通性衡量极端系统性风险的优势,并考察了 2005 年至 2021 年不同量级的波动连通性的动态演变。我们的实证结果表明,当市场平静时,波动连通性的强弱取决于经济和贸易联系的密切程度。尽管(北美)和欧洲股票市场在危机期间往往是净风险提供者,但亚洲市场在过去二十年中的影响力越来越大。我们还发现,极端风险的溢出主要是单向的,美国或中国位于溢出网络的中心,并将风险传递给区域中心和外围市场。
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来源期刊
Pacific-Basin Finance Journal
Pacific-Basin Finance Journal BUSINESS, FINANCE-
CiteScore
6.80
自引率
6.50%
发文量
157
期刊介绍: The Pacific-Basin Finance Journal is aimed at providing a specialized forum for the publication of academic research on capital markets of the Asia-Pacific countries. Primary emphasis will be placed on the highest quality empirical and theoretical research in the following areas: • Market Micro-structure; • Investment and Portfolio Management; • Theories of Market Equilibrium; • Valuation of Financial and Real Assets; • Behavior of Asset Prices in Financial Sectors; • Normative Theory of Financial Management; • Capital Markets of Development; • Market Mechanisms.
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