Bayes and Biased Estimators Without Hyper-parameter Estimation: Comparable Performance to the Empirical-Bayes-Based Regularized Estimator

Yue Ju, Bo Wahlberg, Håkan Hjalmarsson

Regularized system identification has become a significant complement to more classical system identification. It has been numerically shown that kernel-based regularized estimator…