Is non-linearity a permanent feature? Evidence from recursive and rolling estimation

Abstract

Using recursive and rolling estimation evidence is reported that STAR non-linearity is ever present within the DJIA. Further, the parameters of interest exhibit some temporal dependence. These results suggest that non-linearity is a regular feature of the data that should be modelled and used in forecasting, although variation in parameter values may need to be incorporated.