Pricing, risk, and hedging of European options: uncertainty versus stochastic approaches

In this paper, we introduce a novel method for comparing the prices and the delta and vega risks for European options. Our approach, which considers Liu’s stock model of uncertainty and the stochastic Black and Scholes model, offers a comparative perspective. We aim to extract a set of data-driven facts that can improve decision-making in the financial market.