References
- Abadie, A. , and Imbens, G. (2006), “Large Sample Properties of Matching Estimators for Average Treatment Effects,” Econometrica , 74, 235–267. DOI: https://doi.org/10.1111/j.1468-0262.2006.00655.x.
- Abadie, A. , and Imbens, G. (2008), “On the Failure of the Bootstrap for Matching Estimators,” Econometrica , 76, 1537–1557.
- Abadie, A. , and Imbens, G. (2011), “Bias-Corrected Matching Estimators for Average Treatment Effects,” Journal of Business & Economic Statistics , 29, 1–11.
- Abadie, A. , and Imbens, G. (2012), “A Martingale Representation for Matching Estimators,” Journal of the American Statistical Association , 107, 833–843.
- Abadie, A. , and Imbens, G. (2016), “Matching on the Estimated Propensity Score,” Econometrica , 84, 781–807.
- Abadie, A. , Imbens, G. W. , and Zheng, F. (2014), “Inference for Misspecified Models With Fixed Regressors,” Journal of the American Statistical Association , 109, 1601–1614. DOI: https://doi.org/10.1080/01621459.2014.928218.
- Arellano, M. (1987), “Computing Robust Standard Errors for Within-Groups Estimators,” Oxford Bulletin of Economics and Statistics , 49, 431–434. DOI: https://doi.org/10.1111/j.1468-0084.1987.mp49004006.x.
- Blinder, A. S. (1973), “Wage Discrimination: Reduced Form and Structural Estimates,” Journal of Human Resources , 8, 436–455. DOI: https://doi.org/10.2307/144855.
- Cochran, W. G. (1953), “Matching in Analytical Studies,” American Journal of Public Health and the Nation’s Health, 43, 684–691. DOI: https://doi.org/10.2105/ajph.43.6_pt_1.684.
- Dehejia, R. H. , and Wahba, S. (1999), “Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs,” Journal of the American Statistical Association , 94, 1053–1062. DOI: https://doi.org/10.1080/01621459.1999.10473858.
- DiNardo, J. , Fortin, N. , and Lemieux, T. (1996), “Labor Market Institutions and the Distribution of Wages, 1973–1992: A Semiparametric Approach,” Econometrica , 64, 1001–1044. DOI: https://doi.org/10.2307/2171954.
- Efron, B. (1979), “Bootstrap Methods: Another Look at the Jackknife,” The Annals of Statistics , 7, 1–26. DOI: https://doi.org/10.1214/aos/1176344552.
- Eicker, F. (1967), “Limit Theorems for Regressions With Unequal and Dependent Errors,” in Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability (Vol. 1), pp. 59–82.
- Ho, D. E. , Imai, K. , King, G. , and Stuart, E. A. (2007), “Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference,” Political Analysis , 15, 199–236. DOI: https://doi.org/10.1093/pan/mpl013.
- Huber, P. J. (1967), “The Behavior of Maximum Likelihood Estimates Under Nonstandard Conditions,” in Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability (Vol. 1), pp. 221–233.
- Imbens, G. W. , and Rubin, D. B. (2015), Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction , Cambridge: Cambridge University Press.
- Kahn, M. (2005), “An Exhalent Problem for Teaching Statistics,” The Journal of Statistical Education , 13.
- Liang, K.-Y. , and Zeger, S. L. (1986), “Longitudinal Data Analysis Using Generalized Linear Models,” Biometrika , 73, 13–22. DOI: https://doi.org/10.1093/biomet/73.1.13.
- Oaxaca, R. (1973), “Male-Female Wage Differentials in Urban Labor Markets,” International Economic Review , 14, 693–709. DOI: https://doi.org/10.2307/2525981.
- Rosenbaum, P. R. , and Rubin, D. B. (1983), “The Central Role of the Propensity Score in Observational Studies for Causal Effects,” Biometrika , 70, 41–55. DOI: https://doi.org/10.1093/biomet/70.1.41.
- Rosner, B. (1995), Fundamentals of Biostatistics , Belmont, CA: Duxbury Press.
- Rubin, D. B. (1973), “Matching to Remove Bias in Observational Studies,” Biometrics , 29, 159–183. DOI: https://doi.org/10.2307/2529684.
- Rubin, D. B. (1974), “Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies,” Journal of Educational Psychology , 66, 688.
- Tager, I. B. , Weiss, S. T. , Muñoz, A. , Rosner, B. , and Speizer, F. E. (1983), “Longitudinal Study of the Effects of Maternal Smoking on Pulmonary Function in Children,” New England Journal of Medicine , 309, 699–703. DOI: https://doi.org/10.1056/NEJM198309223091204.
- Tager, I. B. , Weiss, S. T. , Rosner, B. , and Speizer, F. E. (1979), “Effect of Parental Cigarette Smoking on the Pulmonary Function of Children,” American Journal of Epidemiology , 110, 15–26. DOI: https://doi.org/10.1093/oxfordjournals.aje.a112783.
- White, H. (1980a), “A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity,” Econometrica , 48, 817–838. DOI: https://doi.org/10.2307/1912934.
- White, H. (1980b), “Using Least Squares to Approximate Unknown Regression Functions,” International Economic Review , 21, 149–170.
- White, H. (1982), “Maximum Likelihood Estimation of Misspecified Models,” Econometrica , 50, 1–25.