Parameter Estimation in System Identification

1. System Identification = Model structure selection or define + Model parameter estimation

2. Parameter estimation is a mapping: Z----> sigma*

3. Essence of Model is its prediction ability.

4. Two criteria:

Scalar norm or function of errors

Data are not related to Predictive error.