Volatility estimation under one-sided errors with applications to limit order books

Markus Bibinger, Moritz Jirak, Markus Reiß

For a semi-martingale $X_t$, which forms a stochastic boundary, a rate-optimal estimator for its quadratic variation $⟨X,X{⟩}_t$ is constructed based on observations i…