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Model d'efectes fixos per a dades de panell×Mètode de Variables Instrumentals (IV) per a la Inferència Causal×
CampEconometriaEconomia de la salut
FamíliaRegression modelProcess / pipeline
Any d'origen20141990s (modern applications)
Autor originalHsiao (textbook treatment); within transformation of panel dataAngrist & Pischke (applied econometrics); rooted in econometric theory
TipusPanel data regressionMethod
Font seminalHsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
Àliesfixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler ModeliIV, two-stage least squares, TSLS, causal estimation
Relacionats53
ResumThe Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014).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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ScholarGateCompara mètodes: Panel Fixed Effects · Instrumental Variables in Health Research. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare