30 citations · 115 across the 12 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.AP2020★ 1 cited
Handling highly correlated genes in prediction analysis of genomic studies
Li Xing, Songwan Joun, Kurt Mackay +2
Background: Selecting feature genes to predict phenotypes is one of the typical tasks in analyzing genomics data. Though many general-purpose algorithms were developed for predicti…
stat.ME2020★ 10 cited
The Optimal Design of Clinical Trials with Potential Biomarker Effects, A Novel Computational Approach
Yitao Lu, Julie Zhou, Li Xing +1
As a future trend of healthcare, personalized medicine tailors medical treatments to individual patients. It requires to identify a subset of patients with the best response to tre…
stat.ME2020
Optimal Study Design for Reducing Variances of Coefficient Estimators in Change-Point Models
Li Xing, Xuekui Zhang, Ardo van den Hout +2
In longitudinal studies, we observe measurements of the same variables at different time points to track the changes in their pattern over time. In such studies, scheduling of the…