美国的宏观新闻意外会影响外汇隐含波动率吗?1997-2015年日元贬值的证据

Michael C. S. Wong, Wei Li
{"title":"美国的宏观新闻意外会影响外汇隐含波动率吗?1997-2015年日元贬值的证据","authors":"Michael C. S. Wong, Wei Li","doi":"10.4172/2168-9458.1000184","DOIUrl":null,"url":null,"abstract":"This paper aims to provide an updated research on how macroeconomic news announcements a�?ٴect forex option implied volatility (IV). Forex options are actively traded and used by corporations and financial institutions for risk management, arbitrage and speculation. According to Bank of International Settlement, forex options make up the second largest segment of the global OTC option market [1]. At the end of 2014, the notional amount of outstanding foreign exchange option contracts is totaled at US$15 trillion. Given the important role of IV in options pricing, risk management, trading, investment and forex transaction services, it is worthwhile to explore how IV is a�?ٴected by macroeconomic news. Implied volatility (IV) as important market information Many previous studies analyze how a realized volatility can be predicted by news surprises, information embedded in forex options IV and econometrics models. For instance, Andersen conclude that historical volatility in the forex market is more powerful than predicted volatility obtained from GARCH-related models in forecasting future realized volatility [2-5]. Bush applies heterogeneous autoregressive (HAR) model suggested by Corsi and demonstrates that IV remains to be useful to predict future volatility if it is considered with together jump components in the forex market [6,7]. However, in the crude oil futures market, Agnolucci finds that GARCH-type models seem to outperform IV in predicting realized volatility [8]. Нese studies focus mainly on realized volatility and ignore a fact that IV itself is a collective perception on risk and a fundamental input for derivatives pricing. As information on risk, IV itself can a�?ٴect how market makers manage their quotes. For instance, studies on bid-ask spreads, such as Bollerslev and Melvin and King, find that spreads tend to be higher when IV increases [9,10]. Traders may consider IV as a pre-condition of specific hedge fund strategies. Studies on currency carry trades, such as Egbers and Swinkels, suggest that carry-trade strategies tend to su�?ٴer serious lose when IV turns sharply higher [11]. Нis may explain why traders tend to reverse their carry-trade positions a�?er increased IV see, Menkho�?ٴ] 12]. All these indicate that IV, regardless of its association with realized volatility, is important market information for asset pricing and trading. How market participants form their risk perception and determine the IV is an interesting research area.","PeriodicalId":315937,"journal":{"name":"Journal of Stock & Forex Trading","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Do Macro News Surprises of the US Affect Forex Implied Volatility? The Evidence of Japanese Yen in 1997-2015\",\"authors\":\"Michael C. S. Wong, Wei Li\",\"doi\":\"10.4172/2168-9458.1000184\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper aims to provide an updated research on how macroeconomic news announcements a�?ٴect forex option implied volatility (IV). Forex options are actively traded and used by corporations and financial institutions for risk management, arbitrage and speculation. According to Bank of International Settlement, forex options make up the second largest segment of the global OTC option market [1]. At the end of 2014, the notional amount of outstanding foreign exchange option contracts is totaled at US$15 trillion. Given the important role of IV in options pricing, risk management, trading, investment and forex transaction services, it is worthwhile to explore how IV is a�?ٴected by macroeconomic news. Implied volatility (IV) as important market information Many previous studies analyze how a realized volatility can be predicted by news surprises, information embedded in forex options IV and econometrics models. For instance, Andersen conclude that historical volatility in the forex market is more powerful than predicted volatility obtained from GARCH-related models in forecasting future realized volatility [2-5]. Bush applies heterogeneous autoregressive (HAR) model suggested by Corsi and demonstrates that IV remains to be useful to predict future volatility if it is considered with together jump components in the forex market [6,7]. However, in the crude oil futures market, Agnolucci finds that GARCH-type models seem to outperform IV in predicting realized volatility [8]. Нese studies focus mainly on realized volatility and ignore a fact that IV itself is a collective perception on risk and a fundamental input for derivatives pricing. As information on risk, IV itself can a�?ٴect how market makers manage their quotes. For instance, studies on bid-ask spreads, such as Bollerslev and Melvin and King, find that spreads tend to be higher when IV increases [9,10]. Traders may consider IV as a pre-condition of specific hedge fund strategies. Studies on currency carry trades, such as Egbers and Swinkels, suggest that carry-trade strategies tend to su�?ٴer serious lose when IV turns sharply higher [11]. Нis may explain why traders tend to reverse their carry-trade positions a�?er increased IV see, Menkho�?ٴ] 12]. All these indicate that IV, regardless of its association with realized volatility, is important market information for asset pricing and trading. How market participants form their risk perception and determine the IV is an interesting research area.\",\"PeriodicalId\":315937,\"journal\":{\"name\":\"Journal of Stock & Forex Trading\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Stock & Forex Trading\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4172/2168-9458.1000184\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Stock & Forex Trading","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4172/2168-9458.1000184","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文旨在对宏观经济新闻公告如何影响经济增长进行最新研究。ٴect外汇期权隐含波动率(IV)外汇期权是企业和金融机构进行风险管理、套利和投机的活跃交易和使用。根据国际清算银行的数据,外汇期权是全球场外期权市场的第二大板块[1]。截至2014年底,未偿外汇期权合约的名义金额总计为15万亿美元。鉴于IV在期权定价、风险管理、交易、投资和外汇交易服务中的重要作用,有必要探讨IV是如何成为一种?ٴected宏观经济新闻。隐含波动率(IV)作为重要的市场信息许多先前的研究分析了如何通过新闻意外、外汇期权IV中嵌入的信息和计量经济学模型来预测已实现的波动率。例如,Andersen得出结论,在预测未来实现波动率方面,外汇市场的历史波动率比garch相关模型获得的预测波动率更强大[2-5]。Bush采用Corsi提出的异质自回归(HAR)模型,并证明如果将外汇市场中的跳跃成分与IV一起考虑,IV仍然有助于预测未来的波动性[6,7]。然而,在原油期货市场中,Agnolucci发现garch型模型在预测已实现波动率方面似乎优于IV模型[8]。Нese研究主要关注已实现波动率,而忽略了一个事实,即IV本身是一种对风险的集体感知,是衍生品定价的基本输入。作为关于风险的信息,静脉注射本身就可以提供信息。ٴect做市商如何管理他们的报价。例如,Bollerslev、Melvin和King等对买卖价差的研究发现,当IV增加时,价差趋于更高[9,10]。交易者可能将IV视为特定对冲基金策略的先决条件。对货币套息交易的研究(如Egbers和Swinkels)表明,套息交易策略倾向于盈利。ٴer IV急转高时损失严重[11]。Нis可以解释为什么交易者倾向于逆转他们的套息交易头寸。我看到了吗?ٴ]12]。这些都表明,无论其与已实现波动率的关系如何,IV都是资产定价和交易的重要市场信息。市场参与者如何形成他们的风险认知并决定风险投资是一个有趣的研究领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Do Macro News Surprises of the US Affect Forex Implied Volatility? The Evidence of Japanese Yen in 1997-2015
This paper aims to provide an updated research on how macroeconomic news announcements a�?ٴect forex option implied volatility (IV). Forex options are actively traded and used by corporations and financial institutions for risk management, arbitrage and speculation. According to Bank of International Settlement, forex options make up the second largest segment of the global OTC option market [1]. At the end of 2014, the notional amount of outstanding foreign exchange option contracts is totaled at US$15 trillion. Given the important role of IV in options pricing, risk management, trading, investment and forex transaction services, it is worthwhile to explore how IV is a�?ٴected by macroeconomic news. Implied volatility (IV) as important market information Many previous studies analyze how a realized volatility can be predicted by news surprises, information embedded in forex options IV and econometrics models. For instance, Andersen conclude that historical volatility in the forex market is more powerful than predicted volatility obtained from GARCH-related models in forecasting future realized volatility [2-5]. Bush applies heterogeneous autoregressive (HAR) model suggested by Corsi and demonstrates that IV remains to be useful to predict future volatility if it is considered with together jump components in the forex market [6,7]. However, in the crude oil futures market, Agnolucci finds that GARCH-type models seem to outperform IV in predicting realized volatility [8]. Нese studies focus mainly on realized volatility and ignore a fact that IV itself is a collective perception on risk and a fundamental input for derivatives pricing. As information on risk, IV itself can a�?ٴect how market makers manage their quotes. For instance, studies on bid-ask spreads, such as Bollerslev and Melvin and King, find that spreads tend to be higher when IV increases [9,10]. Traders may consider IV as a pre-condition of specific hedge fund strategies. Studies on currency carry trades, such as Egbers and Swinkels, suggest that carry-trade strategies tend to su�?ٴer serious lose when IV turns sharply higher [11]. Нis may explain why traders tend to reverse their carry-trade positions a�?er increased IV see, Menkho�?ٴ] 12]. All these indicate that IV, regardless of its association with realized volatility, is important market information for asset pricing and trading. How market participants form their risk perception and determine the IV is an interesting research area.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信