4 papers
Pseudo-Likelihood Ratio Screening based on Network Data with Applications
Wei Hu, Danyang Huang, Bo Zhang
Social network platforms today generate vast amounts of data, including network structures and a large number of user-defined tags, which reflect users' interests. The dimensionali…
Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks
Jiayi Deng, Danyang Huang, Bo Zhang
This paper proposes a distributed pseudo-likelihood method (DPL) to conveniently identify the community structure of large-scale networks. Specifically, we first propose a block-wi…
Statistical Inference for Regression with Imputed Binary Covariates with Application to Emotion Recognition
Ziqian Lin, Danyang Huang, Ziyu Xiong +1
In the flourishing live streaming industry, accurate recognition of streamers' emotions has become a critical research focus, with profound implications for audience engagement and…
Privacy-Protected Spatial Autoregressive Model
Danyang Huang, Ziyi Kong, Shuyuan Wu +1
Spatial autoregressive (SAR) models are important tools for studying network effects. However, with an increasing emphasis on data privacy, data providers often implement privacy p…