2 papers
stat.ME2026
Spatio-temporal model via Locally Adaptive Regression Splines
Carlos Misael Madrid Padilla, Oscar Hernan Madrid Padilla, Daren Wang
This paper focuses on the estimation of a non-parametric regression function in the presence of data with spatio-temporal dependencies. In such a context, we study Locally Adaptive…
math.ST2024
Optimal Change-point Testing for High-dimensional Linear Models with Temporal Dependence
Zifeng Zhao, Xiaokai Luo, Zongge Liu +1
In this paper, we study change-point testing for high-dimensional linear models, an important problem that has not been well explored in the literature. Specifically, we propose a…