Category: DERIVATIVES

Machine Learning Models for Predicting Implied Volatility Surfaces

The Implied Volatility Surface (IVS) represents the variation of implied volatility across different strike prices and maturities for options on the same underlying asset. It provides a three-dimensional view where implied volatility is plotted against strike price (moneyness) and time to expiration, capturing market sentiment about expected future volatility. Unlike …

Term Structure of VIX Futures

VIX futures are financial derivatives that allow traders to speculate on or hedge against future volatility in the stock market, specifically the S&P 500 index. They are based on the CBOE Volatility Index (VIX), which measures market expectations of near-term volatility. Unlike spot VIX, which reflects current market volatility, VIX …

Airbag Options: What They Are and How to Price

Airbag options are a new structured product that has gained popularity among investors in the over-the-counter derivatives market. They offer protection against downside losses, similar to how an airbag protects in a car crash. Airbag options provide investors with downside risk protection in the event of a market “collision.” However, …

Volatility Risk Premium Across Different Asset Classes

The volatility risk premium (VRP) is the compensation investors receive for bearing the risk associated with fluctuations in market volatility, typically measured as the difference between implied and realized volatility. The VRP in equities has been studied extensively. However, relatively little attention has been paid to the VRP in other …

Implied Volatilities From a Behavioural Finance Perspective

We have discussed at length the implied volatility and its relationships with realized volatility, volatility skew, dividend yield, and correlations. Moreover, it is interesting to examine implied volatility from a behavioural finance perspective. Reference studied the relationship between various countries’ implied volatilities and their cultural characteristics. Specifically, it utilized …