Dealing with collinearity in large-scale linear system identification using Bayesian regularization

Wenqi Cao, Gianluigi Pillonetto

We consider the identification of large-scale linear and stable dynamic systems whose outputs may be the result of many correlated inputs. Hence, severe ill-conditioning may affect…