Spatial autoregression with repeated measurements for social networks

DOI10.1080/03610926.2017.1361989OpenAlexW2743913919MaRDI QIDQ5160289

Hansheng Wang, Danyang Huang, Xiang Yu Chang

Publication date: 28 October 2021

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2017.1361989

zbMATH Keywords

social networkrepeated measurementspseudo-maximum likelihood estimatesocial autocorrelation

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Social networks; opinion dynamics (91D30) Applications of statistics to social sciences (62P25) Random graphs (graph-theoretic aspects) (05C80)

Uses Software

• Arc_Mat
• plfit

Cites Work

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• A close look at the spatial structure implied by the CAR and SAR models.
• Mixed Models
• Specification and estimation of social interaction models with network structures
• Emergence of Scaling in Random Networks
• Power-Law Distributions in Empirical Data
• Estimation Methods for Models of Spatial Interaction
• Estimation and Prediction for Stochastic Blockstructures
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Stochastic Blockmodels for Directed Graphs

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