Non-parametric kernel estimation for symmetric Hawkes processes. Application to high frequency financial data

E. Bacry, K. Dayri, J. F. Muzy

We define a numerical method that provides a non-parametric estimation of the kernel shape in symmetric multivariate Hawkes processes. This method relies on second order statistica…