22 citations · 22 across the 2 of their papers we have counts for
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stat.ME2024★ 22 cited
A Selective Review on Statistical Methods for Massive Data Computation: Distributed Computing, Subsampling, and Minibatch Techniques
Xuetong Li, Yuan Gao, Hong Chang +11
This paper presents a selective review of statistical computation methods for massive data analysis. A huge amount of statistical methods for massive data computation have been rap…
stat.ME2023
CluBear: A Subsampling Package for Interactive Statistical Analysis with Massive Data on A Single Machine
Ke Xu, Yingqiu Zhu, Yijing Liu +1
This article introduces CluBear, a Python-based open-source package for interactive massive data analysis. The key feature of CluBear is that it enables users to conduct convenient…