方法证据记录
Counterfactual Impact Evaluation
Counterfactual Impact Evaluation is a family of causal methods that estimates the effect of an intervention by comparing what actually happened to participants with what would have happened had the intervention not taken place. Formalised in the Rubin Causal Model and extended by Heckman, Imbens and others, CIE underlies most modern program and policy evaluation practice.
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。
Counterfactual Impact Evaluation
分类方法记录 · regression-model / causal-inference
- Heckman, J. J., & Vytlacil, E. J. (2007). Econometric evaluation of social programs, Part I: Causal models, structural models and econometric policy evaluation. Handbook of Econometrics, 6B, 4779-4874. · DOI 10.1016/S1573-4412(07)06070-9
- Imbens, G. W., & Wooldridge, J. M. (2009). Recent developments in the econometrics of program evaluation. Journal of Economic Literature, 47(1), 5-86. · DOI 10.1257/jel.47.1.5
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