Kernel Estimation of Spot Volatility with Microstructure Noise Using Pre-Averaging

José E. Figueroa-López, Bei Wu

We first revisit the problem of estimating the spot volatility of an Itô semimartingale using a kernel estimator. We prove a Central Limit Theorem with optimal convergence rate for…