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Fourier Hausman-test×Instrumentalvariabel (IV) Metoden til Kausal Inferens×
FagområdeØkonometriSundhedsøkonomi
FamilieRegression modelProcess / pipeline
Oprindelsesår2000s–2010s1990s (modern applications)
OphavspersonExtends Hausman (1978) using Gallant's (1981) Fourier flexible functional form; applied in panel/time-series settings by Christopoulos & Leon-Ledesma (2004) and subsequent literatureAngrist & Pischke (applied econometrics); rooted in econometric theory
TypeSpecification / endogeneity testMethod
Oprindelig kildeChristopoulos, D. K., & Leon-Ledesma, M. A. (2004). Current account sustainability in the US: What do we really know about it? Journal of International Money and Finance, 23(5), 821–840. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
AliasserFourier-Hausman endogeneity test, Fourier augmented Hausman test, nonlinear Hausman test, flexible Hausman specification testIV, two-stage least squares, TSLS, causal estimation
Relaterede53
ResuméThe Fourier Hausman test extends the classical Hausman endogeneity test by augmenting the regression with Fourier trigonometric terms — sines and cosines of time — so that the test remains valid even when the data-generating process contains smooth structural breaks or gradual nonlinearities that conventional linear specifications miss.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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ScholarGateSammenlign metoder: Fourier Hausman test · Instrumental Variables in Health Research. Hentet 2026-06-19 fra https://scholargate.app/da/compare