{ "id": "1811.04567", "version": "v1", "published": "2018-11-12T05:59:13.000Z", "updated": "2018-11-12T05:59:13.000Z", "title": "Time-changed Poisson processes of order $k$", "authors": [ "Ayushi S. Sengar", "A. Maheshwari", "N. S. Upadhye" ], "comment": "19 Pages, 6 figures", "categories": [ "math.PR" ], "abstract": "In this article, we study the Poisson process of order k (PPoK) time-changed with an independent L\\'evy subordinator and its inverse, which we call respectively, as TCPPoK-I and TCPPoK-II, through various distributional properties, long-range dependence and limit theorems for the PPoK and the TCPPoK-I. Further, we study the governing difference-differential equations of the TCPPoK-I for the case inverse Gaussian subordinator. Similarly, we study the distributional properties, asymptotic moments and the governing difference-differential equation of TCPPoK-II. As an application to ruin theory, we give a governing differential equation of ruin probability in insurance ruin using these processes. Finally, we present some simulated sample paths of both the processes.", "revisions": [ { "version": "v1", "updated": "2018-11-12T05:59:13.000Z" } ], "analyses": { "subjects": [ "60G55", "60G51" ], "keywords": [ "time-changed poisson processes", "governing difference-differential equation", "case inverse gaussian subordinator", "distributional properties", "independent levy subordinator" ], "note": { "typesetting": "TeX", "pages": 19, "language": "en", "license": "arXiv", "status": "editable" } } }