Huynh, Kim P.; Jacho-Chávez, David T.; Voia, Marcel C. - In: Missing-data methods: cross-sectional methods and …, (pp. 247-268). 2011
This chapter uses the nonlinear difference-in-difference (NL-DID) methodology developed by Athey and Imbens (2006) to estimate the effects of a treatment program on the entire distribution of an outcome variable. The NL-DID estimates the entire counterfactual distribution of an outcome variable...