Maximum entropy distribution of stock price fluctuations

► We describe stock price dynamics with a double stochastic process. ► We maximize its information entropy to obtain volatility distribution. ► We discuss how the model parameter depend on publicly available information. ► We validate the model with a careful comparison with market data. ► We produce an analytic expression for return distribution useful to derivative pricing.