3 papers
stat.ME2025
A novel multi-exposure-to-multi-mediator mediation model for imaging genetic study of brain disorders
Neng Wang, Eric V. Slud, Tianzhou Ma
Common psychiatric and brain disorders are highly heritable and affected by a number of genetic risk factors, yet the mechanism by which these genetic factors contribute to the dis…
stat.ML2025
Graph Canonical Correlation Analysis
Hongju Park, Shuyang Bai, Zhenyao Ye +3
Canonical correlation analysis (CCA) is a widely used technique for estimating associations between two sets of multi-dimensional variables. Recent advancements in CCA methods have…
stat.ME2024
Semi-Confirmatory Factor Analysis for High-Dimensional Data with Interconnected Community Structures
Yifan Yang, Tianzhou Ma, Chuan Bi +1
Confirmatory factor analysis (CFA) is a statistical method for identifying and confirming the presence of latent factors among observed variables through the analysis of their cova…