Farah Nassif

Automatic Order Selection in Autoregressive Modeling with Application in EEG Sleep-Stage Classification

This paper investigates the order selection problem for autoregressive models from a new perspective. It is known that the modeling error is a decreasing function of the model complexity and cannot directly be used for order selection. In the proposed approach, denoted by minimum mismatch modeling e…