2 papers
stat.AP2025
Quantile Function-Based Models for Neuroimaging Classification Using Wasserstein Regression
Jie Li, Gary Green, Jian Zhang
We propose a novel quantile function-based approach for neuroimaging classification using Wasserstein-Fréchet regression, specifically applied to the detection of mild traumatic b…
stat.ME2025
Modelling Loss of Complexity in Intermittent Time Series and its Application
Jie Li, Jian Zhang, Samantha L. Winter +1
In this paper, we developed a novel method of nonparametric relative entropy (RlEn) for modelling loss of complexity in intermittent time series. The method consists of two steps.…