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אקונומטריקה רשתית (השפעות עמיתים)×שיטת המשתנים המתערבים (IV) להסקה סיבתית×
תחוםאקונומטריקהכלכלת בריאות
משפחהRegression modelProcess / pipeline
שנת המקור20091990s (modern applications)
הוגה השיטהYann Bramoullé, Habiba Djebbari & Bernard FortinAngrist & Pischke (applied econometrics); rooted in econometric theory
סוגLinear-in-means peer effects regressionMethod
מקור מכונןBramoullé, Y., Djebbari, H., & Fortin, B. (2009). Identification of peer effects through social networks. Journal of Econometrics, 150(1), 41–55. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
כינוייםSocial Interactions Model, Peer Effects Model, Social Network Regression, Ağ EkonometrisiIV, two-stage least squares, TSLS, causal estimation
קשורות33
תקצירNetwork 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.Instrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes.
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ScholarGateהשוואת שיטות: Network Econometrics · Instrumental Variables in Health Research. אוחזר בתאריך 2026-06-18 מתוך https://scholargate.app/he/compare