非对称收益-波动关系、波动传导与隐含波动指数

IF 2.2 3区 经济学 Q2 BUSINESS, FINANCE
Ihsan Badshah
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引用次数: 18

摘要

本文的研究目的有两方面:一是采用新引入的稳健波动指数VIX、vx、VDAX和VSTOXX来研究非对称收益-波动现象。其次,采用格兰杰因果关系、广义脉冲响应函数和方差分解等方法研究了隐含波动率在各隐含波动率指标之间的动态传递。我们发现每个波动率指数与其对应的股票市场指数之间存在显著的负和非对称的收益-波动关系。VIX波动率指数表现出最高的非对称收益-波动关系,其次是VSTOXX、VDAX和VXN波动率指数。此外,各波动率指数之间存在显著的溢出效应,波动率指数之间存在双向因果关系。此外,在创新会计调查中,VIX波动率指数对其他三个波动率指数影响较大。然而,在欧洲,VDAX是主要的信息来源。我们的研究结果对交易策略、对冲投资组合、定价和对冲波动衍生品以及风险管理具有启示意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Asymmetric Return-Volatility Relation, Volatility Transmission and Implied Volatility Indexes
The purpose of this study is twofold: First, to investigate the asymmetric return-volatility phenomenon with newly adapted robust volatility indexes VIX, VXN, VDAX and VSTOXX. Second, we examine the dynamic implied volatility transmissions across the implied volatility indexes using techniques such as Granger causality, generalized impulse response function and variance decomposition. We find pronounced negative and asymmetric return-volatility relationships between each volatility index and its corresponding stock market index. The VIX volatility index presents the highest asymmetric return-volatility relationship followed by the VSTOXX, VDAX and VXN volatility indexes, respectively. Moreover, there are significant spillover effects across the volatility indexes, bi-directional causality running between the volatility indexes. Further, in innovation accounting investigations, the VIX volatility index influences the other three volatility indexes considerably. However, in the European context, VDAX is the dominant source of information. Our findings have implications for trading strategies, hedging portfolios, pricing and hedging volatility derivatives, and risk management.
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来源期刊
European Journal of Finance
European Journal of Finance BUSINESS, FINANCE-
CiteScore
5.40
自引率
8.00%
发文量
72
期刊介绍: The European Journal of Finance publishes a full range of research into theoretical and empirical topics in finance. The emphasis is on issues that reflect European interests and concerns. The journal aims to publish work that is motivated by significant issues in the theory or practice of finance. The journal promotes communication between finance academics and practitioners by providing a vehicle for the publication of research into European issues, stimulating research in finance within Europe, encouraging the international exchange of ideas, theories and the practical application of methodologies and playing a positive role in the development of the infrastructure for finance research.
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