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stat.ME2026
A Fast Screening Approach for High-dimensional Outcomes and High-dimensional Predictors
Hongju Park, Zhenyao Ye, Shuo Chen
Modeling interactions among multimodal, high-dimensional data is intrinsically challenging due to ultra-high dimensionality and complex dependence structure with high level noise.…
stat.ME2023★ 1 cited
The Effect of Alcohol intake on Brain White Matter Microstructural Integrity: A New Causal Inference Framework for Incomplete Phenomic Data
Chixiang Chen, Shuo Chen, Zhenyao Ye +3
Although substance use, such as alcohol intake, is known to be associated with cognitive decline during aging, its direct influence on the central nervous system remains incomplete…