Panpan Yu

A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging

This work is concerned with the estimation problem of linear model when the sample size is extremely large and the data dimension can vary with the sample size. In this setting, the least square estimator based on the full data is not feasible with limited computational resources. Many existing meth…