Gugushvili, Shota; van der Meulen, Frank; Schauer, Moritz; … - 2018
Aiming at financial applications, we study the problem of learning the volatility under market microstructure noise. Specifically, we consider noisy discrete time observations from a stochastic differential equation and develop a novel computational method to learn the diffusion coefficient of...