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Mètode de Variables Instrumentals (IV) per a la Inferència Causal×Regressió per Mínims Quadrats Ordinàris (MQO)×
CampEconomia de la salutEconometria
FamíliaProcess / pipelineRegression model
Any d'origen1990s (modern applications)2019
Autor originalAngrist & Pischke (applied econometrics); rooted in econometric theoryWooldridge (textbook treatment); classical least squares
TipusMethodLinear regression
Font seminalAngrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
ÀliesIV, two-stage least squares, TSLS, causal estimationordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Relacionats35
ResumInstrumental 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.Ordinary Least Squares is the classical linear regression method that explains a continuous outcome as a linear combination of predictors. It estimates the coefficients by minimising the sum of squared residuals, and under the Gauss-Markov assumptions these estimates are the best linear unbiased estimator (BLUE).
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ScholarGateCompara mètodes: Instrumental Variables in Health Research · OLS Regression. Recuperat el 2026-06-18 de https://scholargate.app/ca/compare