This paper proposes an automatic procedure to identify Threshold Autoregressive
models and specify the threshold values. The proposed procedure is based on recursive
estimation of arranged autoregression. The main advantage of the proposed procedure
over its competitors is that the threshold values are automatically detected. The
performance of the proposed procedure is evaluated using simulations and real data
