Estimation of the Hawkes Process With Renewal Immigration Using the EM Algorithm

Spencer Wheatley, Vladimir Filimonov, Didier Sornette

We introduce the Hawkes process with renewal immigration and make its statistical estimation possible with two Expectation Maximization (EM) algorithms. The standard Hawkes process…