Casual Identification
- Abbring, Jaap H., James J. Heckman, and Leamer Edward. 2007. “Econometric Evaluation of Social Programs, Part III: Distributional Treatment Effects, Dynamic Treatment Effects, Dynamic Discrete Choice, and General Equilibrium Policy Evaluation.” In Handbook of Econometrics: Elsevier.
- Chamberlain, Gary, Griliches Zvi, and D. Intriligator Michael. 1984. “Panel data.” Handbook of Econometrics: Elsevier.
- Card, David. 1999.“The Causal Effect of Education on Earnings.” Handbook of Labor Economics, ed. O.A.D Card. Amsterdam: Elsevier Science.
- Dunning, Thad. 2008. “Improving Casual Inference: Strengths and Limitations of Natural Experiments.” Political Research Quarterly, 61 (2):282.
- Gerber, Alan S., Donald P. Green and Edward H. Kaplan. 2004.“The Illusion of Learning from Observational Research”. In Ian Shapiro, Rogers Smith, and Tarek Massoud: Problems and Methods in the Study of Politics, 2004. New York: Cambridge University Press, pp 251-73.
- Heckman, James .2000. “Causal Parameters and policy analysis in economics: A twentieth century retrospective.The Quarterly Journal of Economics, 115(1): 45-97
- Heckman, James J., Edward J Vytlacil, and E. Leamer Edward. 2007. “Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation.” In Handbook of Econometrics: Elsevier.
- Heckman, James J., Edward J Vytlacil, and E. Leamer Edward. 2007. Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators. In Handbook of Econometrics: Elsevier.
- Heckman, James J. “Econometric Casuality.” International Statistical Review, 2008.
- Hollan, Paul. 1986. “Statistics and Causal Inference.” Journal of the American Statistical Association, December 1986.
- Imbens, Guido W. 2004. “Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review.”Review of Economics and Statistics 86(1): 4-29.
- Joshua D. Angrist and Alan B. Krueger. 1999. “Empirical Strategies in Labor Economics.” Handbook of Labor Economics, ed. O.A.D Card. Amsterdam: Elsevier Science.
- Green and Gerber “Reclaiming the Experimental Tradition in Political Science.” In Katznelson, Ira and Helen V. Milner. Political Science: The State of the Discipline, 3rd Edition, 2002.
- Rubin, Donald B. 1974. “Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies.” Journal of Educational Psychology, 1974.
- William G. Cochran and Donald Rubin. 1973. Controlling Bias in Observational Studies: A Review.” In Donald Rubin 2006. Matched Sampling for Causal Effects. Cambridge, UK: Cambridge University Press. Chapter2.
Measurement and Measurement Error
- Bound, J., C. Brown and N. Mathiowetz. 2001. Measurement Error in Survey Data. In Handbook of Econometrics, edited by J.J. Heckman & E.E. Leamer, 2: 3705-3843.
- Bound, J., and Alan B. Krueger. 1991.“The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right?” Journal of Labor Economics 9(1):1.
- Griliches, Zvi, and D. Intriligator Michael. 1986. “Economic data issues.” In Handbook of Econometrics, edited by J.J. Heckman & E.E. Leamer, 2: 3705-3843.
- Hyslop, Dean R., and Guido W. Imbens. 2001.“Bias From Classical and Other Forms of Measurement Error.” Journal of Business & Economic Statistics 19 (4):475-81.
Difference in Differences
- Alberto Abadie. 2005. Semiparametric Difference in Differences Estimators. Review of Economic Studies 72, 1-19.
- Marianne Bertrand, Esther Duflo, and Sendhil Mullainathan. 2004. How Much Should We Trust Differences-in-Differences Estimates? Quarterly Journal of Economics (February):249-275.
- Stephen Donald and Kevin Lang. 2007. Inference with Difference in Differences and Other Panel Data. The Review of Economics and Statistics 89 (2):221- 233.
- Susan Athey and Guido Imbens. 2006. Identification and Inference in Nonlinear Difference in Differences Models.” Econometrica Vol. 74 No. 2 (March):431-497.