Empirical Characteristic Function Method for Leverage Effect and Volatility of Volatility: Estimation and Feasible Inference

Qiang Liu, Zhi Liu, Guangren Yang +1

We develop jump-robust estimators of the leverage effect and volatility of volatility using high-frequency data. Our construction begins with a spot volatility estimator based on t…