方法证据记录
Panel Data Placebo Test
A panel data placebo test is a falsification procedure used to assess the credibility of causal estimates in quasi-experimental panel designs. By applying the same estimation strategy to a period, group, or outcome where no true effect should exist, researchers verify that the observed treatment effect is not merely an artifact of model specification, coincidental trends, or data patterns unrelated to the intervention.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Panel Data Placebo Test for Causal Inference Validation
分类方法记录 · regression-model / causal-inference
- Bertrand, M., Duflo, E., & Mullainathan, S. (2004). How Much Should We Trust Differences-in-Differences Estimates? Quarterly Journal of Economics, 119(1), 249-275. · DOI 10.1162/003355304772839588
- Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. · DOI 10.1198/jasa.2009.ap08746
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