Simultaneous Inference for Massive Data: Distributed Bootstrap

Yang Yu, Shih-Kang Chao, Guang Cheng

Abstract: In this paper, we propose a bootstrap method applied to massive data processed distributedly in a large number of machines. This new method is computationally efficient in that we bootstrap on the ...