backgrounds in local regression models are adopted. By using the Taiwan stock index as the forecasting target, the empirical … importance of each individual fuzzy relationship in forecasting. The weighted models are compared with the local regression … models in which weight functions also play an important role. Both models are different by nature, but certain theoretical …