Forecasting of time series with trend and seasonal cycle using the airline model and artiﬁcial neural networks

Many time series with trend and seasonal cycles are successfully modeled and predicted using the airline model of Box and Jenkins; However, the presence of nonlinearities in the data is neglected by this model. In this article, a new non-linear version of the airline model is proposed; for this, the...