Rate-Optimal Non-Asymptotics for the Quadratic Prediction Error Method

Charis Stamouli, Ingvar Ziemann, George J. Pappas

We study the quadratic prediction error method -- i.e., nonlinear least squares -- for a class of time-varying parametric predictor models satisfying a certain identifiability cond…