17 citations · 95 across the 19 of their papers we have counts for
4 papers · 1 filter
Applying multiple testing procedures to detect change in East African vegetation
Nicolle Clements, Sanat K. Sarkar, Zhigen Zhao +1
The study of vegetation fluctuations gives valuable information toward effective land use and development. We consider this problem for the East African region based on the Normali…
Rate optimal multiple testing procedure in high-dimensional regression
Pengsheng Ji, Zhigen Zhao
In the high dimensional regression analysis when the number of predictors is much larger than the sample size, an important question is to select the important variable which are r…
Capturing the Severity of Type II Errors in High-Dimensional Multiple Testing
Li He, Sanat K. Sarkar, Zhigen Zhao
The severity of type II errors is frequently ignored when deriving a multiple testing procedure, even though utilizing it properly can greatly help in making correct decisions. Thi…
An empirical Bayes testing procedure for detecting variants in analysis of next generation sequencing data
Zhigen Zhao, Wei Wang, Zhi Wei
Because of the decreasing cost and high digital resolution, next-generation sequencing (NGS) is expected to replace the traditional hybridization-based microarray technology. For g…