Efficient Estimation of Stochastic Volatility Using Noisy Observations: A Multi-Scale Approach

Lan Zhang

With the availability of high frequency financial data, nonparametric estimation of volatility of an asset return process becomes feasible. A major problem is how to estimate the v…