23 citations · 44 across the 10 of their papers we have counts for
3 papers · 1 filter
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…
Optimal designs for dose-finding experiments in toxicity studies
Holger Dette, Andrey Pepelyshev, Weng Kee Wong
We construct optimal designs for estimating fetal malformation rate, prenatal death rate and an overall toxicity index in a toxicology study under a broad range of model assumption…
Recent Developments in Nonregular Fractional Factorial Designs
Hongquan Xu, Frederick K. H. Phoa, Weng Kee Wong
Nonregular fractional factorial designs such as Plackett-Burman designs and other orthogonal arrays are widely used in various screening experiments for their run size economy and…