2 papers
stat.ME2024
Wrapped Gaussian Process Functional Regression Model for Batch Data on Riemannian Manifolds
Jinzhao Liu, Chao Liu, Jian Qing Shi +1
Regression is an essential and fundamental methodology in statistical analysis. The majority of the literature focuses on linear and nonlinear regression in the context of the Eucl…
stat.ME2016
Multiple Influential Point Detection in High-Dimensional Spaces
Junlong Zhao, Chao Liu, Lu Niu +1
Influence diagnosis is an integrated component of data analysis, but is severely under-investigated in a high-dimensional setting. One of the key challenges, even in a fixed-dimens…