Sequential Preconditioned Conjugate Gradient Method for Linear Statistical Models

Guan-Yu Chen, Dong-Yue Xie, Xi Yang +1

We propose a randomized iterative method for the ordinary least-squares estimation problem in large-scale linear statistical models, namely the Sequential Preconditioned Conjugate…