A Hypothesis Testing Framework for Modularity Based Network Community Detection

DOI10.5705/ss.202015.0040zbMath1468.62299OpenAlexW2574892661MaRDI QIDQ2960524

Jingfei Zhang, Yuguo Chen

Publication date: 17 February 2017

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/3dd2c4cacaf538f1a88fdf9b790e998d4a81c4b2

zbMATH Keywords

consistencyhypothesis testingcommunity detectiondegree-corrected stochastic block modelmodularity function

Mathematics Subject Classification ID

Hypothesis testing in multivariate analysis (62H15) Deterministic network models in operations research (90B10) Applications of Markov renewal processes (reliability, queueing networks, etc.) (60K20)

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Asymptotic distribution of modularity in networks ⋮ Moderate deviation principle of modularity in network

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