3 papers
stat.ME2024
High-dimensional Factor Analysis for Network-linked Data
Jinming Li, Gongjun Xu, Ji Zhu
Factor analysis is a widely used statistical tool in many scientific disciplines, such as psychology, economics, and sociology. As observations linked by networks become increasing…
math.ST2023
Statistical Inference on Latent Space Models for Network Data
Jinming Li, Shihao Wu, Chengyu Cui +2
Latent space models are powerful statistical tools for modeling and understanding network data. While the importance of accounting for uncertainty in network analysis has been well…
stat.ME2023
Hyperbolic Network Latent Space Model with Learnable Curvature
Jinming Li, Gongjun Xu, Ji Zhu
Network data is ubiquitous in various scientific disciplines, including sociology, economics, and neuroscience. Latent space models are often employed in network data analysis, but…