no code implementations • 21 Oct 2023 • Yue Chao, Lei Huang, Xuejun Ma
With the availability of extraordinarily huge data sets, solving the problems of distributed statistical methodology and computing for such data sets has become increasingly crucial in the big data area.
no code implementations • 18 Apr 2020 • Xuejun Ma, Shaochen Wang, Wang Zhou
In this paper, we propose a new statistical inference method for massive data sets, which is very simple and efficient by combining divide-and-conquer method and empirical likelihood.