Normal CDF Approximation

Calculation

The Normal CDF Approximation serves as a foundational element in pricing cryptocurrency options, representing the cumulative probability of an underlying asset’s price reaching a specific strike price before expiration. Its application within decentralized finance relies on modeling price distributions, often assuming log-normality for asset returns, despite observed deviations in volatile crypto markets. Accurate implementation requires careful consideration of parameters like implied volatility, which reflects market expectations and differs significantly from historical volatility in this asset class.