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Logistic Regression with Network Structure

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Publication:5109914
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DOI10.5705/ss.202017.0281zbMath1439.62173OpenAlexW2954096935MaRDI QIDQ5109914

Hansheng Wang, Rui Pan, Xu Zhang, Guoyu Guan, Xuening Zhu

Publication date: 14 May 2020

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

Full work available at URL: https://doi.org/10.5705/ss.202017.0281


zbMATH Keywords

classificationlogistic regressionnetwork structuresocial network datanetwork-based logistic regression (NLR) model


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Social networks; opinion dynamics (91D30) Applications of statistics to social sciences (62P25) Generalized linear models (logistic models) (62J12)


Related Items (5)

Nonconcave penalized estimation in sparse vector autoregression model ⋮ Polynomial network autoregressive models with divergent orders ⋮ Bipartite network influence analysis of a two-mode network ⋮ Consistency of the \(k\)-nearest neighbor classifier for spatially dependent data ⋮ Depth-based classification for relational data with multiple attributes




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