Zapis dokaza metode
Heterogeneous Treatment Effect Propensity Score Matching
Heterogeneous Treatment Effect Propensity Score Matching extends standard PSM to estimate how treatment effects vary across subgroups or individual characteristics. Rather than reporting a single average treatment effect, it uses the matched sample to estimate conditional average treatment effects (CATE), revealing which types of units benefit most or least from a treatment.
Izvorni zapis
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Heterogeneous Treatment Effect Estimation via Propensity Score Matching
Taksonomski zapis metode · regression-model / causal-inference
- Athey, S., & Imbens, G. W. (2016). Recursive Partitioning for Heterogeneous Causal Effects. Proceedings of the National Academy of Sciences, 113(27), 7353-7360. · DOI 10.1073/pnas.1510489113
- Rosenbaum, P. R., & Rubin, D. B. (1983). The Central Role of the Propensity Score in Observational Studies for Causal Effects. Biometrika, 70(1), 41-55. · DOI 10.1093/biomet/70.1.41
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