 Theoretical understanding can then guide the modification of the model in such a way as to retain theoretical validity while removing the sources of misspecification.But if it proves impossible to find a theoretically acceptable specification that fits the data, the theoretical model may have to be rejected and replaced with another one.A quotation from Karl Popper is apposite here