2 papers
stat.ME2022
Joint and Individual Component Regression
Peiyao Wang, Haodong Wang, Quefeng Li +2
Multi-group data are commonly seen in practice. Such data structure consists of data from multiple groups and can be challenging to analyze due to data heterogeneity. We propose a…
math.ST2019
Integrative Factor Regression and Its Inference for Multimodal Data Analysis
Quefeng Li, Lexin Li
Multimodal data, where different types of data are collected from the same subjects, are fast emerging in a large variety of scientific applications. Factor analysis is commonly us…