Model-Free Approaches

Methodology

Valuation and hedging techniques that derive option prices or risk metrics directly from observable market data, such as implied volatility surfaces, without assuming a specific underlying stochastic process for the asset price. This approach circumvents the need to estimate unobservable parameters like the true long-run volatility mean. Such methods are particularly valuable where underlying asset dynamics are poorly understood or highly non-Gaussian.