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Bayesian Two-Mode Network Analysis/Evidence
Method evidence record

Bayesian Two-Mode Network Analysis

Bayesian two-mode network analysis applies probabilistic Bayesian inference to bipartite (two-mode) networks — graphs linking two distinct sets of nodes such as actors and events, authors and papers, or consumers and products. By placing priors over tie probabilities and structural parameters, analysts obtain uncertainty estimates around centrality, community membership, and projection metrics rather than single-point estimates.

Sources recorded, not reviewed

Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Bayesian Two-Mode (Bipartite) Network Analysis
Taxonomic method record · ml-model / network-analysis
  • Borgatti, S. P., & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19(3), 243–269. · DOI 10.1016/S0378-8733(96)00301-2
  • Latouche, P., Birmele, E., & Ambroise, C. (2011). Overlapping stochastic block models with application to the French political blogosphere. Annals of Applied Statistics, 5(1), 309–336. · DOI 10.1214/10-AOAS382
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

No curated claims yet

This view does not invent a claim assessment when the ledger has none.

Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketBayesian Community Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Social Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultilayer Two-Mode Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTwo-mode Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted Two-Mode Network Analysismachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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