An efficient method of posterior sampling for Poisson INGARCH models

Yixuan Fan, Zhengwei Liu, Fukang Zhu

We develop an efficient posterior sampling scheme for the Poisson INGARCH models. The proposed method is based on the approximation of the posterior density that exploits the Poiss…