Lévy processes and infinitely divisible distributions are increasingly defined in terms of their Lévy measure. In order to describe the dependence structure of a multivariate Lévy measure, Tankov (2003) introduced Lévy copulas on <formula format="inline"><file name="sjos_527_mu1.gif" type="gif" /></formula>. (For an extension to <b><openface>R</openface>-super-<b>""m""</b></b>, see Kallsen & Tankov,...

type="main" xml:id="sjos12056-abs-0001" <title type="main">ABSTRACT</title>This paper introduces a new continuous-time framework for modelling serially correlated count and integer-valued data. The key component in our new model is the class of integer-valued trawl processes, which are serially correlated, stationary,...