14 citations · 25 across the 6 of their papers we have counts for
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stat.ME2023
DMseg: a Python algorithm for de novo detection of differentially or variably methylated regions
Xiaoyu Wang, Ming Yu, William Grady +3
Detecting and assessing statistical significance of differentially methylated regions (DMRs) is a fundamental task in methylome association studies. While the average differential…
stat.ME2023
Incorporating increased variability in testing for cancer DNA methylation
James Y. Dai, Heng Chen, Xiaoyu Wang +4
Cancer development is associated with aberrant DNA methylation, including increased stochastic variability. Statistical tests for discovering cancer methylation biomarkers have foc…
stat.ME2021★ 1 cited
Addressing patient heterogeneity in disease predictive model development
Xu Gao, Weining Shen, Jing Ning +2
This paper addresses patient heterogeneity associated with prediction problems in biomedical applications. We propose a systematic hypothesis testing approach to determine the exis…