2 papers
stat.ME2024
Spatial Heterogeneous Additive Partial Linear Model: A Joint Approach of Bivariate Spline and Forest Lasso
Xin Zhang, Shan Yu, Zhengyuan Zhu +1
Identifying spatial heterogeneous patterns has attracted a surge of research interest in recent years, due to its important applications in various scientific and engineering field…
stat.ME2024
Simultaneously detecting spatiotemporal changes with penalized Poisson regression models
Zerui Zhang, Xin Wang, Xin Zhang +1
In the realm of large-scale spatiotemporal data, abrupt changes are commonly occurring across both spatial and temporal domains. This study aims to address the concurrent challenge…