Po. Edlund et Ht. Sogaard, FIXED VERSUS TIME-VARYING TRANSFER-FUNCTIONS FOR MODELING BUSINESS CYCLES, Journal of forecasting, 12(3-4), 1993, pp. 345-364
Transfer function models can be used to model the relationship between
leading indicators and the business cycle. The traditional transfer f
unction approach assumes that the pure delay (lead) as well as the oth
er parameters of the model are constant. Results from studies on Swedi
sh business cycle data indicate that the relationship between the lead
ing indicators and the business cycle may be time varying. In this pap
er the traditional approach is compared to a recursive estimation proc
edure that allows the model to change over time. The results show that
the recursive procedure is useful and that the estimates of the model
parameters indeed vary over time.