Volatility Smile, the Black-Scholes Model, and Asset Classes
Blog post description.
FINANCE


The volatility smile and its connection to the Black-Scholes model have long been topics of interest for finance academics. This article explores the implications of the Black-Scholes model for the volatility smile and examines the volatility surface across different asset classes such as equities, currencies, commodities, and bonds. We will also discuss the limitations of the Black-Scholes model in the context of bonds.
The volatility smile is a term used to describe the curve observed when plotting implied volatility against strike prices for options. This curve often takes the shape of a smile or a smirk, with implied volatility increasing as we move away from the at-the-money (ATM) options. The Black-Scholes model, a widely used pricing model for options, assumes constant volatility for all options on the same underlying asset with the same maturity date. However, the volatility smile contradicts this assumption, as the implied volatility varies across different strike prices.
When the Black-Scholes model is applied and its assumptions hold true, the volatility smile should not exist. In this scenario, the implied volatility would be constant across all strike prices, resulting in a flat volatility surface. However, in practice, the volatility smile is consistently observed, signaling that market participants do not adhere to the constant volatility assumption of the Black-Scholes model. The existence of the volatility smile suggests that the Black-Scholes model might not fully capture the complexities of option pricing in the real world.
The shape of the volatility smile and surface varies across different asset classes:
Equities: The equity option market often exhibits a skew or a smirk, with higher implied volatility for lower strike prices. This pattern suggests that market participants view downside risk as more significant than upside potential. The 1987 stock market crash is often cited as a catalyst for the emergence of the volatility skew in equity options.
Currencies: In the foreign exchange option market, the volatility smile is more symmetrical. This shape indicates that market participants perceive similar risks for both appreciations and depreciations of the underlying currency.
Commodities: The shape of the volatility smile for commodities depends on the specific commodity in question. For example, the smile for crude oil options is generally upward-sloping, reflecting higher implied volatility for higher strike prices. This pattern is associated with concerns about supply disruptions, which could lead to sudden price increases.
Bonds: The Black-Scholes model is less applicable to bond options, as the model does not account for the convergence of a bond's value to its par value as it approaches maturity. Bond options generally exhibit a downward-sloping volatility smile, with higher implied volatility for lower strike prices. This shape reflects the higher perceived risk of interest rate increases, which would reduce bond prices.
The volatility smile and its connection to the Black-Scholes model are important topics in finance academia. While the Black-Scholes model provides a foundational framework for option pricing, the existence of the volatility smile across various asset classes indicates that the model's assumptions might not always hold true. As such, academics should continue to explore the intricacies of option pricing and the factors contributing to the volatility smile to better understand the complex financial markets.