A continuous probability distribution. For a log-normal distribution, the logarithm of random variable x is normally distributed. Log-normal distributions are widely used in mathematical finance to describe the movement of random variables, such as stock prices, in options pricing models such as Black Scholes. Implied volatilities for European options are typically quoted as log-normal volatilities.