Arbitrage-free smile construction on FX option markets using Garman-Kohlhagen deltas and implied volatilities.

IF 0.7 4区 经济学 Q4 BUSINESS, FINANCE
Review of Derivatives Research Pub Date : 2022-01-01 Epub Date: 2022-09-18 DOI:10.1007/s11147-022-09189-9
Matthias Muck
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Abstract

This paper addresses arbitrage-free FX smile construction from near-term implied volatility dynamics proposed by Carr (J Financ Econ, 120(1), 1-20, 2016). The approach is directly applicable to FX option market conventions. Prices of market benchmark contracts (risk reversals and butterflies) are identified as the roots of a cubic polynomial and ATM-volatility can be matched by construction. Implied volatilities are computed with respect to (non-premium adjusted) option deltas. The approach is compared to the Vanna Volga Approach, which does not guarantee arbitrage-free prices. An empirical application to a normal and a stress scenario demonstrates that arbitrage-free implied volatilities coincide with those from the Vanna Volga Approach when prices are interpolated between the Δ 25-call and Δ 25-put options. Differences are observed when implied volatilities are extrapolated to the wings. Empirically, these differences are particularly relevant in a stress scenario during the Coronavirus crises (2020).

Abstract Image

基于Garman-Kohlhagen delta和隐含波动率的外汇期权市场无套利微笑构建
本文从Carr提出的近期隐含波动率动态中解决无套利外汇微笑构建问题(J finance economics, 120(1), 1- 20,2016)。该方法直接适用于外汇期权市场惯例。市场基准合约(风险逆转和蝴蝶)的价格被识别为三次多项式的根,atm波动率可以通过构造匹配。隐含波动率是相对于(非溢价调整)期权delta计算的。该方法与Vanna Volga方法进行了比较,后者不保证无套利价格。对正常和压力情景的经验应用表明,当价格在Δ 25-看涨期权和Δ 25-看跌期权之间插入时,无套利隐含波动率与Vanna Volga方法的隐含波动率一致。当隐含波动率外推到机翼时,可以观察到差异。从经验上看,这些差异在冠状病毒危机(2020年)期间的压力情景中尤为重要。
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来源期刊
CiteScore
1.40
自引率
0.00%
发文量
8
期刊介绍: The proliferation of derivative assets during the past two decades is unprecedented. With this growth in derivatives comes the need for financial institutions, institutional investors, and corporations to use sophisticated quantitative techniques to take full advantage of the spectrum of these new financial instruments. Academic research has significantly contributed to our understanding of derivative assets and markets. The growth of derivative asset markets has been accompanied by a commensurate growth in the volume of scientific research. The Review of Derivatives Research provides an international forum for researchers involved in the general areas of derivative assets. The Review publishes high-quality articles dealing with the pricing and hedging of derivative assets on any underlying asset (commodity, interest rate, currency, equity, real estate, traded or non-traded, etc.). Specific topics include but are not limited to: econometric analyses of derivative markets (efficiency, anomalies, performance, etc.) analysis of swap markets market microstructure and volatility issues regulatory and taxation issues credit risk new areas of applications such as corporate finance (capital budgeting, debt innovations), international trade (tariffs and quotas), banking and insurance (embedded options, asset-liability management) risk-sharing issues and the design of optimal derivative securities risk management, management and control valuation and analysis of the options embedded in capital projects valuation and hedging of exotic options new areas for further development (i.e. natural resources, environmental economics. The Review has a double-blind refereeing process. In contrast to the delays in the decision making and publication processes of many current journals, the Review will provide authors with an initial decision within nine weeks of receipt of the manuscript and a goal of publication within six months after acceptance. Finally, a section of the journal is available for rapid publication on `hot'' issues in the market, small technical pieces, and timely essays related to pending legislation and policy. Officially cited as: Rev Deriv Res
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