Collaboration mechanisms and community detection of statisticians based on ERGMs and \(k\)NN-walktrap

DOI10.1016/j.csda.2021.107372OpenAlexW3209009976MaRDI QIDQ2076133

Huilin Ge, Jie Liu

Publication date: 18 February 2022

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2021.107372

zbMATH Keywords

community detectionsmall-world networkERGMscoauthorship network\(k\)NN-walktrap

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Coauthorship and citation networks for statisticians
• Logit models and logistic regressions for social networks. I: An introduction to Markov graphs and \(p^*\)
• On the statistical detection of clusters in undirected networks
• Weighted modularity optimization for crisp and fuzzy community detection in large-scale networks
• Community structure detection for directed networks through modularity optimisation
• Logit models and logistic regressions for social networks. III: Valued relations
• Markov Graphs
• Unnamed Item

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