200 citations · 244 across the 14 of their papers we have counts for
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stat.ME2022★ 8 cited
Diversity Subsampling: Custom Subsamples from Large Data Sets
Boyang Shang, Daniel W. Apley, Sanjay Mehrotra
Subsampling from a large data set is useful in many supervised learning contexts to provide a global view of the data based on only a fraction of the observations. Diverse (or spac…
stat.ME2015
Designed Sampling from Large Databases for Controlled Trials
Liwen Ouyang, Daniel W. Apley, Sanjay Mehrotra
The increasing prevalence of rich sources of data and the availability of electronic medical record databases and electronic registries opens tremendous opportunities for enhancing…