Spectral-free estimation of Lévy densities in high-frequency regime

Céline Duval, Ester Mariucci

We construct an estimator of the Lévy density of a pure jump Lévy process, possibly of infinite variation, from the discrete observation of one trajectory at high frequency. The no…