Where Do Options Returns Come From

Subscribe to newsletter

Short volatility is a popular trading strategy that seeks to profit from selling volatility through Exchange Trade Notes or listed options. It is understood that the profit comes from the volatility risk premium, i.e. the fact that implied volatility generally overstates actual volatility. Some investors even consider this overstatement a “mispricing”.

Reference [1] examined the index option returns and argued that there is no mispricing in the options market,

First, we find that individual put option returns are not particularly informative about potential option mispricing. The finite-sample distributions are extremely dispersed, due to the difficulty in estimating the equity premium and the highly skewed return distributions generated by put options. In fact, we find that one of the biggest puzzles in the literature, the very large (in absolute value) returns to deep OTM options, is, in fact, not inconsistent with the Black-Scholes or Heston stochastic volatility models. Second, we find little added benefit from using CAPM alphas or Sharpe ratios as diagnostic tools because the results are similar to those from average option returns.

Subscribe to newsletter https://harbourfrontquant.beehiiv.com/subscribe Newsletter Covering Trading Strategies, Risk Management, Financial Derivatives, Career Perspectives, and More

Third, we provide evidence that option portfolios, especially straddles, are far more informative because they are approximately neutral to movements in the underlying. Unlike returns on individual option positions, straddle returns are shown to be inconsistent with the Black-Scholes and SV models with no risk premiums beyond an equity premium. Finally, we find that option portfolio returns are consistent with explanations such as estimation risk or jump risk premiums that arise in the context of models with jumps in prices.

In short, the authors showed that the options prices are consistent with the option pricing models and there is no mispricing. However, we note that in their formulation, the options returns come from the equity premium that is magnified by the embedded leverage. And the equity premium is the difference in the drifts under P and Q measures, which relates directly to the volatility risk premium.

In our view, an important contribution of this paper is to establish a formal link between returns earned from the volatility risk premium and the positive drift in the equity market.

Let us know what you think.

References

[1] Mark Broadie, Mikhail Chernov, Michael Johannes, Understanding Index Option Returns, The Review of Financial Studies, Volume 22, Issue 11, November 2009, Pages 4493–4529

Further questions

What's your question? Ask it in the discussion forum

Have an answer to the questions below? Post it here or in the forum

LATEST NEWSChina revises up 2023 GDP, sees little impact on 2024 growth
China revises up 2023 GDP, sees little impact on 2024 growth
Stay up-to-date with the latest news - click here
LATEST NEWSTarget's Holiday Clearance Event Begins Today, Featuring Deals of up to 50% off on Clothing, Shoes, Beauty, Toys and More
Target's Holiday Clearance Event Begins Today, Featuring Deals of up to 50% off on Clothing, Shoes, Beauty, Toys and More
Stay up-to-date with the latest news - click here
LATEST NEWSOil prices extend gains on fresh China stimulus measures, declining US inventories
Oil prices extend gains on fresh China stimulus measures, declining US inventories
Stay up-to-date with the latest news - click here
LATEST NEWS‘Rich people pay lots of tax’ and a ‘woke’ Statistics Canada: How FP columnists saw it in 2024
‘Rich people pay lots of tax’ and a ‘woke’ Statistics Canada: How FP columnists saw it in 2024

Read excerpts from columns that appeared in April, May and June 2024 in FP Comment. This in the second instalment in a series

Stay up-to-date with the latest news - click here
LATEST NEWSWhat ails Canada’s EV sector? ‘Everything, everywhere, all at once’
What ails Canada’s EV sector? ‘Everything, everywhere, all at once’

For many companies in the EV space, the biggest question is what it will take to reverse the declining momentum and regain solid footing

Stay up-to-date with the latest news - click here

Leave a Reply