Spot volatility estimation for high-frequency data

Abstract

The availability of high-frequency intraday data allows us to accurately estimate stock volatility. This paper em- ploys a bivariate diffusion to model the price and volatility of an asset and investigates kernel type estimators of spot volatility based on high-frequency return data.We establish both pointwise and global asymptotic distributions for the estimators. Keywords