2 papers
stat.ME2022
Model-free Subsampling Method Based on Uniform Designs
Mei Zhang, Yongdao Zhou, Zheng Zhou +1
Subsampling or subdata selection is a useful approach in large-scale statistical learning. Most existing studies focus on model-based subsampling methods which significantly depend…
math.ST2021
Uniformity criterion for designs with both qualitative and quantitative factors
Mei Zhang, Feng Yang, Yongdao Zhou
Experiments with both qualitative and quantitative factors occur frequently in practical applications. Many construction methods for this kind of designs, such as marginally couple…