11 citations · 11 across the 3 of their papers we have counts for
3 papers
stat.ME2024
Least Squares Inference for Data with Network Dependency
Jing Lei, Kehui Chen, Haeun Moon
We address the inference problem concerning regression coefficients in a classical linear regression model using least squares estimates. The analysis is conducted under circumstan…
stat.ME2015
Localized Functional Principal Component Analysis
Kehui Chen, Jing Lei
We propose localized functional principal component analysis (LFPCA), looking for orthogonal basis functions with localized support regions that explain most of the variability of…
stat.ME2014★ 11 cited
Network Cross-Validation for Determining the Number of Communities in Network Data
Kehui Chen, Jing Lei
The stochastic block model and its variants have been a popular tool in analyzing large network data with community structures. In this paper we develop an efficient network cross-…