Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5129721 | Statistics & Probability Letters | 2017 | 10 Pages |
Abstract
We study a class of Markov-modulated compound Poisson processes whose arrival rates and the compound random variables are both modulated by a stationary finite-state Markov process. The compound random variables are i.i.d. in each state of the Markov process, while having a distribution depending on the state of the Markov process. We prove a functional central limit theorem and local limit theorems under appropriate scalings of the arrival process, compound random variables and underlying Markov process.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Guodong Pang, Yi Zheng,