1 citations · 3 across the 5 of their papers we have counts for
5 papers · 1 filter
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…
Robust distance correlation for variable screening
Tianzhou Ma, Hongjie Ke, Zhao Ren
High-dimensional data are commonly seen in modern statistical applications, variable selection methods play indispensable roles in identifying the critical features for scientific…
Multivariate Bayesian variable selection with application to multi-trait genetic fine mapping
Travis Canida, Hongjie Ke, Shuo Chen +2
Variable selection has played a critical role in modern statistical learning and scientific discoveries. Numerous regularization and Bayesian variable selection methods have been d…
Bayesian response adaptive randomization design with a composite endpoint of mortality and morbidity
Zhongying Xu, Andriy I. Bandos, Tianzhou Ma +3
Allocating patients to treatment arms during a trial based on the observed responses accumulated prior to the decision point, and sequential adaptation of this allocation,, could m…
Variable screening with multiple studies
Tianzhou Ma, Zhao Ren, George C. Tseng
Advancement in technology has generated abundant high-dimensional data that allows integration of multiple relevant studies. Due to their huge computational advantage, variable scr…