Normal Distribution

Assumption

The normal distribution serves as a foundational statistical premise in financial modeling, positing that asset returns cluster symmetrically around a mean value. In traditional finance, it facilitates the calculation of option prices via the Black-Scholes model by assuming price changes follow a continuous geometric Brownian motion. Quantitative analysts leverage this framework to estimate probabilities of market movements within defined confidence intervals, providing a structural basis for risk assessment.