Multiscale Inference for High-Frequency Data

Sofia Olhede, Adam Sykulski, Grigorios Pavliotis

This paper proposes a novel multiscale estimator for the integrated volatility of an Ito process, in the presence of market microstructure noise (observation error). The multiscale…