Sparse Models and Methods for Optimal Instruments with an Application to Eminent Domain

Alexandre Belloni, Daniel Chen, Victor Chernozhukov +1

We develop results for the use of Lasso and Post-Lasso methods to form first-stage predictions and estimate optimal instruments in linear instrumental variables (IV) models with ma…