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Ekonometrik Rangkaian (Kesan Rakan Sejawat)×Analisis Sentraliti×
BidangEkonometrikAnalisis Rangkaian
KeluargaRegression modelProcess / pipeline
Tahun asal20091979
PengasasYann Bramoullé, Habiba Djebbari & Bernard FortinLinton C. Freeman
JenisLinear-in-means peer effects regressionDescriptive / exploratory network measure family
Sumber perintisBramoullé, Y., Djebbari, H., & Fortin, B. (2009). Identification of peer effects through social networks. Journal of Econometrics, 150(1), 41–55. DOI ↗Freeman, L.C. (1979). Centrality in Social Networks: Conceptual Clarification. Social Networks, 1(3), 215-239. DOI ↗
AliasSocial Interactions Model, Peer Effects Model, Social Network Regression, Ağ EkonometrisiMerkeziyet Analizi (Degree, Betweenness, Eigenvector), node centrality, centrality measures, graph centrality
Berkaitan35
RingkasanNetwork econometrics estimates how individuals' outcomes are causally shaped by the behaviour and characteristics of their social-network neighbours. Formalised by Bramoullé, Djebbari, and Fortin (2009), the framework embeds a row-normalised adjacency matrix into a linear regression, separating endogenous peer effects (imitation of outcomes), exogenous contextual effects (influence of neighbours' attributes), and correlated effects (shared environment), while using network topology to construct valid instruments.Centrality analysis is a family of network-analytic measures, formalized by Freeman (1979), that quantifies the structural importance of individual nodes within a graph. Each centrality index captures a distinct mechanism of influence: degree centrality reflects direct connectivity, betweenness centrality identifies nodes that broker information flow, closeness centrality captures proximity to all others, and eigenvector centrality (along with PageRank) rewards connection to highly connected neighbors.
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ScholarGateBandingkan kaedah: Network Econometrics · Centrality Analysis. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare