The consistency statement in causal inference: a definition or an assumption?
By Stephen R. Cole, C. Frangakis. Epidemiology, 2009
437 citations recorded by the source corpus.
Subfields: Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/9e6818a102af7a104bd3f4125691e614cb383149
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In Statistics and Probability
Citations in the corpus
- Estimating Average Causal Effects Under Interference Between Units (2013, background): “Interference represents a departure from the traditional causal inference scenario wherein units are assigned directly to treatment or control, and the potential outcomes that would be observed for a unit in either the treatment or control condition are fixed (Cole and Frangakis, 2009) and do not de”
- Propensity score matching and subclassification in observational studies with multi‐level treatments (2015, neutral): “…with more than two treatment levels (exceptions include Imbens, 2000; Robins, Hernan, and Brumback, 2000; Lechner, 2001; Foster, 2003; Hirano and Imbens, 2004; Imai and Van Dyk, 2004; Cole and Frangakis, 2009; Cadarette et al., 2010; Cattaneo, 2010; Mc-Caffrey et al., 2013; Rassen et al., 2013).”