Regression to the Mean's Impact on the Synthetic Control Method: Bias and Sensitivity Analysis

Nicholas Illenberger, Dylan S. Small, Pamela A. Shaw

To make informed policy recommendations from observational data, we must be able to discern true treatment effects from random noise and effects due to confounding. Difference-in-D…