The importance of non-linear models in time series analysis has been recognized increasingly over the past ten years. A number of discrete time non-linear processes have been introduced and found valuable for the modelling of observed series. Among these processes are the discrete time threshold models, discussed extensively in the book of Tong (1983). The purpose of this paper is to define a continuous time analogue of the threshold AR(p) process and to discuss some of its …