Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series

Rui Huang, Sikun Yang, Heinz Koeppl

Modeling count-valued time series has been receiving increasing attention since count time series naturally arise in physical and social domains. Poisson gamma dynamical systems (P…