3 papers
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…
stat.ME2022
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…