Abstract
In this paper we introduce Levy-driven Cox point processes (LCPs) as Cox point processes with driving intensity function defined by a kernel smoothing of a Levy basis (an independently scattered, infinitely divisible random measure). We study the theoretical properties of Levy-based Cox processes, including moment properties described by nth-order product densities, mixing properties, specification of inhomogeneity, and spatio-temporal extensions.