Propensity Score-Based Methods versus MTE-Based Methods in Causal Inference : Identification, Estimation, and Application
Since the seminal introduction of the propensity score by Rosenbaum and Rubin, propensity-score-based (PS-based) methods have been widely used for drawing causal inferences in the behavioral and social sciences. However, the propensity score approach depends on the ignorability assumption: there are...
| Veröffentlicht in: | Sociological methods & research. - 1977. - 45(2016), 1 vom: 26. Feb., Seite 3-40 |
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| Format: | Aufsatz |
| Sprache: | English |
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2016
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| Zugriff auf das übergeordnete Werk: | Sociological methods & research |
| Schlagworte: | Journal Article causal effects exclusion restriction heterogeneity ignorability instrumental variable marginal treatment effect propensity score selection bias |