Risk bounds for the non-parametric estimation of Lévy processes

José E. Figueroa-López, Christian Houdré

Estimation methods for the Lévy density of a Lévy process are developed under mild qualitative assumptions. A classical model selection approach made up of two steps is studied. Th…