Toeplitz Least Squares Problems, Fast Algorithms and Big Data

Ali Eshragh, Oliver Di Pietro, Michael A. Saunders

In time series analysis, when fitting an autoregressive model, one must solve a Toeplitz ordinary least squares problem numerous times to find an appropriate model, which can sever…