My ARDL based model is good without intercept and goes bad with addition of Intercept which is also insignificant . I have Case I of the Pesaran Bounds Testing framework. My friends tell me that Intercept must be added even if non-significant as there will be interpretation problems without Intercept as the model will be estimated through the origin.
I need suggestions on this please.