Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process

Charlotte Dion, Sarah Lemler

We consider a 1-dimensional diffusion process X with jumps. The particularity of this model relies in the jumps which are driven by a multidimensional Hawkes process denoted N. Thi…