A significant proportion of nonlinear systems can be represented by a NARMAX model including systems with exotic behaviours such as chaos, bifurcations, and subharmonics.While NARMAX started as the name of a model it has now developed into a philosophy of nonlinear system identification,. The NARMAX approach consists of several steps:

* Structure detection: which terms are in the model
* Parameter estimation: determine