 The transition might depend on the past values of the "x" series (similar to the SETAR models), or exogenous variables.The model consists of "2" autoregressive (AR) parts linked by the transition function.The model is usually referred to as the STAR("p") models proceeded by the letter describing the transition function (see below) and "p" is the order of the autoregressive part.