Robust parameter change test for Poisson autoregressive models

This study considers the problem of testing for a parameter change in Poisson autoregressive models in the presence of outliers. For this purpose, we propose a cumulative sum test based on the robust estimator introduced by Kang and Lee (2014a), and derive its limiting null distribution. Simulation results demonstrate the robust properties of the proposed test.