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Ujian Plasebo Penilaian Dasar×Perbezaan-dalam-Perbezaan (Diff-in-Diff)×
BidangInferens KausalEkonometrik
KeluargaRegression modelRegression model
Tahun asal1990s–2000s1994
PengasasBertrand, Duflo & Mullainathan (2004 canonical formalization); Imbens & Wooldridge (2009 textbook treatment)Card & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
JenisFalsification / specification checkCausal inference / panel regression
Sumber perintisImbens, G. W., & Wooldridge, J. M. (2009). Recent Developments in the Econometrics of Program Evaluation. Journal of Economic Literature, 47(1), 5-86. DOI ↗Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
Aliasplacebo test, falsification test, fake treatment test, placebo regressiondiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
Berkaitan45
RingkasanA policy evaluation placebo test is a falsification check used in quasi-experimental research to validate a causal identification strategy. The researcher applies the same estimation method to a pseudo-treatment — a time period, group, or outcome where the real policy could not have had an effect — and checks that no spurious effect is detected. A null placebo result builds confidence that the main estimate reflects a genuine causal impact rather than bias or confounding.Difference-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.
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ScholarGateBandingkan kaedah: Policy Evaluation Placebo Test · Difference-in-Differences. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare