2 papers
stat.ME2025
Two Sample Testing for High-dimensional Functional Data: A Multi-resolution Projection Method
Shouxia Wang, Jiguo Cao, Hua Liu +2
It is of great interest to test the equality of the means in two samples of functional data. Past research has predominantly concentrated on low-dimensional functional data, a focu…
stat.ME2024
SID: A Novel Class of Nonparametric Tests of Independence for Censored Outcomes
Jinhong Li, Jicai Liu, Jinhong You +1
We propose a new class of metrics, called the survival independence divergence (SID), to test dependence between a right-censored outcome and covariates. A key technique for derivi…