The structural parameter δ can be correctly estimated by using instrumental variables,
where the instruments are provided by the exogenous variation in eligibility rules introduced
by the immigrant provisions in the welfare reform legislation, as well as by the responses of
individual states to the changes in the federal safety net. In particular, consider a first-stage
regression model given by