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stat.ME2026
Identification and Semiparametric Estimation of Conditional Means from Aggregate Data
Cory McCartan, Shiro Kuriwaki
We introduce a new method for estimating the mean of an outcome variable within groups when researchers only observe the average of the outcome and group indicators across a set of…
stat.ME2026
Relative Bias Under Imperfect Identification in Observational Causal Inference
Melody Huang, Cory McCartan
To conduct causal inference in observational settings, researchers must rely on certain identifying assumptions. In practice, these assumptions are unlikely to hold exactly. This p…