3 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ME2021
Ridge-penalized adaptive Mantel test and its application in imaging genetics
Dustin Pluta, Tong Shen, Gui Xue +3
We propose a ridge-penalized adaptive Mantel test (AdaMant) for evaluating the association of two high-dimensional sets of features. By introducing a ridge penalty, AdaMant tests t…
stat.ME2017★ 3 cited
Adaptive Mantel Test for AssociationTesting in Imaging Genetics Data
Dustin Pluta, Hernando Ombao, Chuansheng Chen +3
Mantel's test (MT) for association is conducted by testing the linear relationship of similarity of all pairs of subjects between two observational domains. Motivated by applicatio…
stat.ME2017★ 1 cited
Statistical Challenges in Modeling Big Brain Signals
Zhaoxia Yu, Dustin Pluta, Tong Shen +3
Brain signal data are inherently big: massive in amount, complex in structure, and high in dimensions. These characteristics impose great challenges for statistical inference and l…