- (1972b): “Selection Bias in Evaluating Treatment Effects: The Case of Interaction,†Unpublished manuscript.
Paper not yet in RePEc: Add citation now
- (2005): “Semiparametric Difference-in-Difference Estimators,†Review of Economic Studies, 72(1), 1–19.
Paper not yet in RePEc: Add citation now
Abadie, A. (2003): “Semiparametric Instrumental Variables Estimation of Treatment Response Models,†Journal of Econometrics, 113(2), 231–263.
- Abadie, A., G. Imbens, and F. Zheng (2011): “Robust Inference for Misspeciï¬ed Models Conditional on Covariates,†NBER Working Paper, 17442.
Paper not yet in RePEc: Add citation now
Abadie, A., J. D. Angrist, and G. Imbens (2002): “Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings,†Econometrica, 70(1), 91–117.
Abdulkadiroğlu, A., J. D. Angrist, S. M. Dynarski, T. J. Kane, and P. Pathak (2011): “Accountability and Flexibility in Public Schools: Evidence from Boston’s Charters and Pilots,†Quarterly Journal of Economics, 126(2), 699–748. Abdulkadiroğlu, A., J. D. Angrist, and P. Pathak (forthcoming): “The Elite Illusion: Achievement Effects at Boston and New York Exam Schools,†Econometrica.
Ait-Sahalia, Y., P. J. Bickel, and T. M. Stoker (2001): “Goodness-of-Fit Tests for Kernel Regression with an Application to Option Implied Volatilities,†Journal of Econometrics, 105(2), 363–412.
Angrist, J. D., and G. M. Kuersteiner (2011): “Causal Effects of Monetary Shocks: Semiparametric Conditional Independence Tests with a Multinomial Propensity Score,†Review of Economics and Statistics, 93(3), 725–747.
- Angrist, J. D., and G. W. Imbens (1995): “Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity,†Journal of the American Statistical Association, 90(430), 431–442.
Paper not yet in RePEc: Add citation now
Angrist, J. D., and I. Fernandez-Val (2010): “ExtrapoLATE-ing: External Validity and Overidentiï¬cation in the LATE Framework,†NBER Working Paper, 16566.
- Angrist, J. D., and J.-S. Pischke (2009): Mostly Harmless Econometrics: An Empiricist’s Companion. Princeton University Press.
Paper not yet in RePEc: Add citation now
- Angrist, J. D., S. R. Cohodes, S. M. Dynarski, P. A. Pathak, and C. D. Walters (2013): “Charter Schools and the Road to College Readiness: The Effects on College Preparation, Attendance and Choice,†Research Report Prepared for the Boston Foundation and NewSchools Venture Fund.
Paper not yet in RePEc: Add citation now
- Barnow, B. S. (1972): Conditions for the Presence or Absence of a Bias in Treatment Effect: Some Statistical Models for Head Start Evaluation. University of Wisconsin-Madison.
Paper not yet in RePEc: Add citation now
Battistin, E., and E. Rettore (2008): “Ineligibles and Eligible Non-Participants as a Double Comparison Group in Regression-Discontinuity Designs,†Journal of Econometrics, 142(2), 715– 730.
- Belloni, A., V. Chernozhukov, and C. Hansen (2012): “Inference on Treatment Effects After Selection Amongst High-Dimensional Controls,†ArXiv:1201.02243.
Paper not yet in RePEc: Add citation now
- Campbell, D. T., and J. Stanley (1963): Experimental and Quasi-experimental Designs for Research. Rand McNally.
Paper not yet in RePEc: Add citation now
Cook, T. D. (2008): “Waiting for Life to Arrive: A History of the Regression-Discontinuity Design in Psychology, Statistics and Economics,†Journal of Econometrics, 142(2), 636–654.
- Cook, T. D., and C. Wing (2012): “Strengthening the Regression Discontinuity Design Using Additional Design Elements - A Within-Study Comparison,†Unpublished manuscript.
Paper not yet in RePEc: Add citation now
- Dehejia, R. H., and S. Wahba (1999): “Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs,†Journal of the American Statistical Association, 94(448), 1053–1062.
Paper not yet in RePEc: Add citation now
- DesJardins, S., and B. McCall (2008): “The Impact of Gates Millennium Scholars Program on the Retenion, College Finance- and Work-Related Choices, and Future Educational Aspirations of Low-Income Minority Students,†Unpublished manuscript, University of Michigan.
Paper not yet in RePEc: Add citation now
- DiNardo, J., and D. S. Lee (2011): Program Evaluation and Research Designschap. 5, pp. 463– 536, Handbook of Labor Economics 4. Elsevier.
Paper not yet in RePEc: Add citation now
- Dobbie, W., and R. G. Fryer (2012): “Exam High Schools and Academic Achievement: Evidence from New York City,†NBER Working Paper, 17286.
Paper not yet in RePEc: Add citation now
Dong, Y., and A. Lewbel (2012): “Identifying the Effects of Changing the Policy Threshold in Regression Discontinuity Models,†Unpublished manuscript.
Duflo, E., P. Dupas, and M. Kremer (2011): “Peer Effects and the Impacts of Tracking: Evidence from a Randomized Evaluation in Kenya,†American Economic Review, 101(5), 1739– 1774.
Fan, Y., and Q. Li (1996): “Consistent Model Speciï¬cation Tests: Omitted Variables and Semiparametric Functional Forms,†Econometrica, 64(4), 865–890.
Frandsen, B. R., M. Frölich, and B. Melly (2012): “Quantile Treatment Effects in the Regression Discontinuity Design,†Journal of Econometrics, 168(2), 382–395.
Frolich, M. (2007): “Nonparametric IV Estimation of Local Average Treatment Effects with Covariates, †Journal of Econometrics, 139(1), 35–75.
- Goldberger, A. S. (1972a): “Selection Bias in Evaluating Treatment Effects: Some Formal Illustrations, †Unpublished manuscript.
Paper not yet in RePEc: Add citation now
Heckman, J. J., H. Ichimura, and P. Todd (1998): “Matching as an Econometric Evaluation Estimator,†Review of Economic Studies, 65(2), 261–294.
Hirano, K., G. W. Imbens, and G. Ridder (2003): “Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score,†Econometrica, 71(4), 1161–1189.
- Hong, H., and D. Nekipelov (2010): “Semiparametric Efficiency in Nonlinear LATE Models,†Quantitative Economics, 1(2), 279–304.
Paper not yet in RePEc: Add citation now
- Horvitz, D. G., and D. J. Thompson (1952): “A Generalization of Sampling Without Replacement From a Finite Universe,†Journal of the American Statistical Association, 47(260), 663–685.
Paper not yet in RePEc: Add citation now
- Imbens, G., and J. D. Angrist (1994): “Identiï¬cation and Estimation of Local Average Treatment Effects,†Econometrica, 62(2), 467–475.
Paper not yet in RePEc: Add citation now
Imbens, G., and K. Kalyanaraman (2012): “Optimal Bandwidth Choice for the Regression Discontinuity Estimator,†Review of Economic Studies, 79(3), 933–959.
Jackson, K. (2010): “Do Students Beneï¬t from Attending Better Schools? Evidence from RuleBased Student Assignments in Trinidad and Tobago,†Economic Journal, 120, 1399–1429.
Kline, P. M. (2011): “Oaxaca-Blinder as a Reweighting Estimator,†American Economic Review: Papers and Proceedings, 101(3), 532–537.
Lalonde, R. J. (1986): “Evaluating the Econometric Evaluations of Training Programs with Experimental Data,†American Economic Review, 76(4), 604–620.
Lee, D. S., and T. Lemieux (2010): “Regression Discontinuity Designs in Economics,†Journal of Economic Literature, 48(2), 281–355.
- Lewbel, A. (2007): “Estimation of Average Treatment Effects with Misclassiï¬cation,†Econometrica, 2(3), 537–551.
Paper not yet in RePEc: Add citation now
- Lord, F. M., and M. R. Novick (1972): Statistical Theories of Mental Test Scores. AddisonWelsley.
Paper not yet in RePEc: Add citation now
- Rokkanen, M. (2013): “Latent Factor-Based Extrapolation in the Regression Discontinuity Design, †Unpublished manuscript.
Paper not yet in RePEc: Add citation now