Before revision:  Specifically, we develop a multivariate Cox process to model the joint arrival process of insurance claims in multiple Lines of Business .
After revision:  Specifically, we develop a multivariate Cox process with shot noise intensities to jointly model the arrival process of insurance claims in multiple Lines of Business .