Under Black-Scholes (BS) assumptions, empirical volatility and risk neutral volatility are given by a single parameter …, which captures all aspects of risk. Inverting the model to extract implied volatility from an option's market price gives … the market's forecast of future empirical volatility. But real world returns are not lognormal, volatility is stochastic …