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Tīklu ekonometrija (vienaudžu ietekme)×Instrumentālo mainīgo (IV) metode cēloņsakarību noteikšanai×
NozareEkonometrijaVeselības ekonomika
SaimeRegression modelProcess / pipeline
Izcelsmes gads20091990s (modern applications)
AutorsYann Bramoullé, Habiba Djebbari & Bernard FortinAngrist & Pischke (applied econometrics); rooted in econometric theory
TipsLinear-in-means peer effects regressionMethod
PirmavotsBramoullé, 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 ↗
Citi nosaukumiSocial Interactions Model, Peer Effects Model, Social Network Regression, Ağ EkonometrisiIV, two-stage least squares, TSLS, causal estimation
Saistītās33
KopsavilkumsNetwork 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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ScholarGateSalīdzināt metodes: Network Econometrics · Instrumental Variables in Health Research. Izgūts 2026-06-18 no https://scholargate.app/lv/compare