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Abstract
Autoregressive models are widely used in time series. However, these models are based on the linear relationship of the series with its own past, a restriction that does not allow exploring non-linear relationships in the dynamics of the data. Aiming at greater flexibility, non-linear autoregressive models were proposed and competitive results in terms of prediction have been seen in seve…