1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Subbagging Variable Selection for Big Data
Xian Li, Xuan Liang, Tao Zou
This article introduces a subbagging (subsample aggregating) approach for variable selection in regression within the context of big data. The proposed subbagging approach not only…
stat.ME2025
On Robust Aggregation for Distributed Data
Xian Li, Xuan Liang, A. H. Welsh +1
When data are stored across multiple locations, directly pooling all the data together for statistical analysis may be impossible due to communication costs and privacy concerns. D…
stat.ME2021★ 1 cited
On the Subbagging Estimation for Massive Data
Tao Zou, Xian Li, Xuan Liang +1
This article introduces subbagging (subsample aggregating) estimation approaches for big data analysis with memory constraints of computers. Specifically, for the whole dataset wit…