This paper extends the classical two-regime threshold autoregressive model by introducing hysteresis to its regime-switching structure, which leads to a new model: the hysteretic autoregressive model.

This is a preview. Log in through your library . Abstract Based on an idea of Granger (1986. "Oxford Bulletin of Economics and Statistics" 48, 213-228), we analyze a new vector autoregressive model ...