Performing BDS test to check for nonlinearity in timeseries regression in Eviews
The BDS (Brock-Dechert-Scheinkman) test is used to detect nonlinearity and chaos in time series data. When applied to residuals (in OLS or ARDL model), it helps identify any remaining dependence or omitted nonlinear structure after fitting a model.