ing test can be implemented against an investigator's preferred non-linear function.??? When that is non-linear in the parameters, such as a threshold model, the overall approach can only be semi-automatic.??? The method is applied to re-analyze an empirical model of real wages in the UK over 1860-2004, updated and extended to 2005-2011 for forecast evaluation.