Abstract: A test procedure for discriminating among different nonlinear time series models is proposed. This test procedure is seen to perform reasonably well in simulation experiments. One advantage of the test procedure is its simplicity. A real example based on the annual sunspot series is also given.
Key words and phrases: Bilinear models, Lagrange multiplier statistics, non-nested alternatives, threshold models.