24 citations · 30 across the 4 of their papers we have counts for
4 papers
Efficient subsampling for high-dimensional data
Vasilis Chasiotis, Lin Wang, Dimitris Karlis
In the field of big data analytics, the search for efficient subdata selection methods that enable robust statistical inferences with minimal computational resources is of high imp…
Orthogonal Subsampling for Big Data Linear Regression
Lin Wang, Jake Elmstedt, Weng Kee Wong +1
The dramatic growth of big datasets presents a new challenge to data storage and analysis. Data reduction, or subsampling, that extracts useful information from datasets is a cruci…
A Class of Multilevel Nonregular Designs for Studying Quantitative Factors
Lin Wang, Hongquan Xu
Fractional factorial designs are widely used for designing screening experiments. Nonregular fractional factorial designs can have better properties than regular designs, but their…
Application of Kriging Models for a Drug Combination Experiment on Lung Cancer
Qian Xiao, Lin Wang, Hongquan Xu
Combinatorial drugs have been widely applied in disease treatment, especially chemotherapy for cancer, due to its improved efficacy and reduced toxicity compared with individual dr…