Estimating Factor-Based Spot Volatility Matrices with Noisy and Asynchronous High-Frequency Data

Degui Li, Oliver Linton, Haoxuan Zhang

We propose a new estimator of high-dimensional spot volatility matrices satisfying a low-rank plus sparse structure from noisy and asynchronous high-frequency data collected for an…