Measurement Error-Robust Causal Inference via Constructed Instrumental Variables

Caleb H. Miles, Linda Valeri, Brent Coull

Measurement error can often be harmful when estimating causal effects. Two scenarios in which this is the case are in the estimation of (a) the average treatment effect when confou…