Simplifying the estimation of difference in differences treatment effects with Stata
This paper explains the insights of the Stata's user written command diff for the estimation of Difference in Differences treatment effects (DID). The options and the formulas are detailed for the single DID, Kernel Propensity Score DID, Quantile DID and the balancing properties . An example of the features of diff is presented by using the dataset from Card and Krueger (1994).
|Date of creation:||Nov 2012|
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- David Card & Alan B. Krueger, 1993.
"Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania,"
694, Princeton University, Department of Economics, Industrial Relations Section..
- Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
- David Card & Alan B. Krueger, 1993. "Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania," NBER Working Papers 4509, National Bureau of Economic Research, Inc.
- Bruce D. Meyer & W. Kip Viscusi & David L. Durbin, 1990.
"Workers' Compensation and Injury Duration: Evidence from a Natural Experiment,"
NBER Working Papers
3494, National Bureau of Economic Research, Inc.
- Meyer, Bruce D & Viscusi, W Kip & Durbin, David L, 1995. "Workers' Compensation and Injury Duration: Evidence from a Natural Experiment," American Economic Review, American Economic Association, vol. 85(3), pages 322-340, June.
- James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," Review of Economic Studies, Oxford University Press, vol. 65(2), pages 261-294.
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