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Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.

Rozdíl v rozdílech (Diff-in-Diff)×Metoda instrumentálních proměnných (IV) pro kauzální inferenci×
OborEkonometrieEkonomika zdravotnictví
RodinaRegression modelProcess / pipeline
Rok vzniku19941990s (modern applications)
TvůrceCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)Angrist & Pischke (applied econometrics); rooted in econometric theory
TypCausal inference / panel regressionMethod
Původní zdrojAngrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
Další názvydiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)IV, two-stage least squares, TSLS, causal estimation
Příbuzné53
ShrnutíDifference-in-Differences is a causal-inference method that estimates the effect of an intervention by comparing how a treatment group and a control group change over time. Made famous by Card and Krueger's 1994 minimum-wage study and developed in Angrist and Pischke's Mostly Harmless Econometrics, it isolates the treatment effect as the difference between the two groups' before-after changes.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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ScholarGatePorovnat metody: Difference-in-Differences · Instrumental Variables in Health Research. Získáno 2026-06-15 z https://scholargate.app/cs/compare