Two-mode network autoregressive model for network analysis with core nodes

doi:10.1016/j.socnet.2026.01.004

Two-mode network autoregressive model for network analysis with core nodes

2026-02-05

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DOI：10.1016/j.socnet.2026.01.004

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Abstract

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• We propose a new autoregressive model for two-mode networks with core nodes. • The model allows different cross-mode network effects for core and ordinary nodes. • The interaction effects between different node groups is also allowed. • We establish theoretical properties for the proposed model. • A financial security dataset is analyzed for illustration.

Keywords:

Two-mode network

Autoregressive model

Core nodes

Network effects

Interaction effects

Two-mode network autoregressive model for network analysis with core nodes

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