Forecasting from non‐linear models in practice

If a simple non‐linear autoregressive time‐series model is suggested for a series, it is not straightforward to produce multi‐step forecasts from it. Several alternative theoretical approaches are discussed and then compared with a simulation study only for the two‐step case. It is suggested that fitting a new model for each forecast horizon may be a satisfactory strategy.