The Future Strikes Back : Using Future Treatments to Detect and Reduce Hidden Bias
Conventional advice discourages controlling for postoutcome variables in regression analysis. By contrast, we show that controlling for commonly available postoutcome (i.e., future) values of the treatment variable can help detect, reduce, and even remove omitted variable bias (unobserved confoundin...
| Veröffentlicht in: | Sociological methods & research. - 1977. - 51(2022), 3 vom: 25. Aug., Seite 1014-1051 |
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| Format: | Online-Aufsatz |
| Sprache: | English |
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2022
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| Zugriff auf das übergeordnete Werk: | Sociological methods & research |
| Schlagworte: | Journal Article bias causal inference confounding directed acyclic graphs future treatments |
| Online verfügbar |
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