Abstract: | Summary A maximum likelihood estimation procedure of Hawkes' self-exciting point process model is proposed with explicit presentations
of the log-likelihood of the model and its gradient and Hessian. A simulation method of the process is also presented. Some
numerical results are given.
The Institute of Statistical Mathematics |