Parametric estimation of Hawkes processes based on ordinary least squares

Benjamin Poignard, Yoann Potiron

We develop a parametric estimation framework for self-exciting Hawkes processes whose intensity functions admit a parametric form. The estimation procedure is based on ordinary lea…