Two-stage Least Squares with Clustered Data under the Local Average Treatment Effect Framework

Anqi Zhao, Peng Ding, Fan Li

To estimate the causal effect of an endogenous treatment using clustered data, the canonical two-stage least squares (2sls) estimates a linear regression of the outcome on treatmen…