Nonlinear modeling and its prediction range.
Ahmet Ademoğlu, Michael E. Brandt, Tamer Demıralp · 1999
The linear theory of prediction is capable of performing long term forecasting when the observed time series is linear. For the chaotic signals, where linear modeling techniques are insufficient, nonlinear approximation theory can be used effectively for predicting.