Option Smile Volatility and Implied Probabilities: Implications of Concavity in IV Curves

Darsh Kachhara, John K. E Markin, Astha Singh
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Abstract

Earnings announcements (EADs) are corporate events that provide investors with fundamentally important information. The prospect of stock price rises may also contribute to EADs increased volatility. Using data on extremely short term options, we study that bimodality in the risk neutral distribution and concavity in the IV smiles are ubiquitous characteristics before an earnings announcement day. This study compares the returns between concave and non concave IV smiles to see if the concavity in the IV curve leads to any information about the risk in the market and showcases how investors hedge against extreme volatility during earnings announcements. In fact, our paper shows in the presence of concave IV smiles; investors pay a significant premium to hedge against the uncertainty caused by the forthcoming announcement.
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期权微笑波动率和隐含概率:IV曲线凹凸性的含义
收益公告(EADs)是向投资者提供基本重要信息的企业活动。股价上涨的前景也可能加剧EADs的波动性。利用极短期期权的数据,我们研究了风险中性分布的双峰性和IV微笑的凹凸性在收益公告日之前是普遍存在的特征。本研究比较了凹型和非凹型IV曲线的回报率,以了解IV曲线的凹性是否会导致有关市场风险的任何信息,并展示了投资者如何在收益公告期间对冲极端波动。事实上,我们的论文显示,在凹IV微笑的存在;为了对冲即将发布的公告带来的不确定性,投资者支付了相当高的溢价。
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