Integer valued autoregressive processes with generalized discrete Mittag-Leffler marginals
In this paper we consider a generalization of discrete Mittag-Leffler distributions. We introduce and study the properties of a new distribution called geometric generalized discrete Mittag-Leffler distribution. Autoregressive processes with geometric generalized discrete Mittag-Leffler distributions are developed and studied. The distributions are further extended to develop a more general class of geometric generalized discrete semi-Mittag-Leffler distributions. The processes are extended to higher orders also. An application with respect to an empirical data on customer arrivals in a bank counter is also given. Various areas of potential applications like human resource development, insect growth, epidemic modeling, industrial risk modeling, insurance and actuaries, town planning etc are also discussed.
| Year of publication: |
2012
|
|---|---|
| Authors: | Jose, K. K. ; Mariyamma, K. D. |
| Published in: |
Statistica. - Dipartimento di Scienze Statistiche "Paolo Fortunati", ISSN 0390-590X. - Vol. 72.2012, 2, p. 195-209
|
| Publisher: |
Dipartimento di Scienze Statistiche "Paolo Fortunati" |
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