This paper investigates the maximum entropy method for estimating the option implied volatility, skewness and kurtosis …. The maximum entropy method allows for non-parametric estimation of the risk neutral distribution and construction of … confidence intervals around the implied volatility. Numerical study shows that the maximum entropy method outperforms the …