Statistical Inference for Cumulative INAR($\infty$) Processes via Least-Squares

Yingli Wang, Xiaohong Duan, Ping He

This paper investigates the cumulative Integer-Valued Autoregressive model of infinite order, denoted as INAR($\infty$), a class of processes crucial for modeling count time series…