2 papers
stat.ME2025
Change-plane analysis in functional response quantile regression
Xin Guan, Yiyuan Li, Xu Liu +1
Change-plane analysis is a pivotal tool for identifying subgroups within a heterogeneous population, yet it presents challenges when applied to functional data. In this paper, we c…
stat.ME2025
Subgroup learning in functional regression models under the RKHS framework
Xin Guan, Yiyuan Li, Xu Liu +1
Motivated by the inherent heterogeneity observed in many functional or imaging datasets, this paper focuses on subgroup learning in functional or image responses. While change-plan…