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stat.ME2025
A Proportional Random Effect Block Bootstrap for General Clustered Data
Zhi Yang Tho, Raymond Chambers, A. H. Welsh
Clustered data arise naturally in many scientific and applied research settings where units are grouped within clusters. Such data are commonly analyzed using linear mixed models t…
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…