Abstract:
Necessary and sufficient conditions are presented for weak convergence of one-dimensional distributions of compound doubly stochastic Poisson processes in which jumps have finite variances, whereas no moment-type restrictions are imposed on the controlling process. Criteria of convergence of distributions of these processes to stable laws are presented.
Keywords:doubly stochastic Poisson process (Cox process), compound Cox process, heavy tails, strictly stable distribution.