Estimating Outcome Distributions for Compliers in Instrumental Variables Models

Review of Economic Studies

Volumn 64, Issue 4, 1997, Pages 555-574

  Imbens, Guido W ^a   Rubin, Donald B ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000694661     PISSN: 00346527     EISSN: None     Source Type: Journal    
DOI: 10.2307/2971731     Document Type: Article

References (28)

1. ANGRIST, J. (1990), "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records", American Economic Review, 80, 313-335.
2. ANGRIST, J. and KRUEGER, A. (1991), "Does Compulsory School Attendance Affect Schooling and Earnings", Quarterly Journal of Economics, 106, 979-1014.
3. ANGRIST, J. D. and IMBENS, G. (1995), "Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity", Journal of the American Statistical Association, 90, 431-442.
4. ANGRIST, J., IMBENS, G. W. and RUBIN, D. (1996), "Identification of Causal Effects Using Instrumental Variables" (with discussion), Journal of the American Statistical Association, 91, 444-472.
5. BALKE, A. and PEARL, J. (1993), "Nonparametric Bounds of Causal Effects from partial Compliance Data", (Technical Report R-199, Computer Science Department, University of California, Los Angeles).
6. BJORKLUND, A. and MOFFITT, R. (1987), "The Estimation of Wage Gains and Welfare Gains in Self-Selection Models", Review of Economics and Statistics, 54, 42-49.
7. BUTCHER, K. and CASE, A. (1993). "The Effect of Sibling Composition on Women's Education and Earnings" (Unpublished Princeton University).
8. CARD, D. (1993), "Using Geographic Variations in College Proximity to Estimate the Returns to Schooling", (Working paper 4483, NBER).
9. CLEMENTS, N., HECKMAN, J. and SMITH, J. (1994), "Making the Most Out of Social Experiments: Reducing the Intrinsic Uncertainty in Evidence from Randomized Trials with an Application to the National JTPA Experiment" (Mimeo, Department of Economics, University of Chicago).
10. DEMPSTER, A., LAIRD, N. and RUBIN, D. (1977), "Maximum Likelihood Estimation from Incomplete Data Using the EM Algorithm", Journal of the Royal Statistical Society, Series B, 39, 1-38.
11. GRILICHES, Z. (1977), "Estimating the Returns to Schooling: Some Econometric Problems", Econometrica, 45, 1-22.
12. GRONAU, R. (1974), "Wage comparisons: A Selectivity Bias", Journal of Political Economy, 82, 1019-1043.
13. HECKMAN, J. (1978), "Dummy Endogenous Variables in a Simultaneous Equations System", Econometrica, 46, 931-961.
14. HECKMAN, J. and ROBB, R. (1985), "Alternative Methods for Evaluating the Impact of Interventions", in Heckman, J., and Singer, B. (eds.), Longitudinal Analysis of Labor Market Data (New York: Cambridge University Press).
15. HECKMAN, J. (1990), "Varieties of Selectivity Bias", American Economic Review, Papers and Proceedings, 313-318.
16. HOLLAND, P. (1986), "Statistics and Causal Inference", Journal of the American Statistical Association, 81, 945-970.
17. IMBENS, G. and ANGRIST, J. (1994), "Identification and Estimation of Local Average Treatment Effects", Econometrica, 62, 467-476.
18. IMBENS, G. and RUBIN, D. (1997), "Bayesian Inference for Causal Effects in Randomized Experiments with Noncompliance", Annals of Statistics, 25, 305-377.
19. KANE, T. and ROUSE, C. (1993), "Labor Market Returns to Two- and Four-Year Colleges: Is a Credit a Credit and Do Degrees Matter?", Princeton University Industrial Relations Section, Working Paper 311.
20. MADDALA, G. S. and NELSON, F. (1975), "Switching Regression Models with Exogenous and Endogenous Switching" Proceeding of the American Statistical Association, Business and Economics Section, 423-426.
21. McCLELLAN, M. and NEWHOUSE, J. (1994), "Does More Intensive Treatment of Acute Myocardial Infarctation in the Elderly Reduce Mortality", Journal of the American Medical Association, 212, 859-866.
22. NEYMAN, J. (1923), "On the Application of Probability Theory to Agricultural Experiments Essay on Principles. Section 9", translated in Statistical Science, 5, 465-480, 1990.
23. ROBINS, J. M. (1989), "The Analysis of Randomized and Non-Randomized AIDS Treatment Trials Using a New Approach to Causal Inference in Longitudinal Studies", in Sechrest, L. Freeman, H. and Bailey, A. (eds.), Health Service Research Methodology: A Focus on AIDS (vs. Public Health Service).
24. RUBIN, D. (1974), "Estimating Causal Effects of Treatments in Randomized and Non-Randomized Studies", Journal of Educational Psychology, 66, 688-701.
25. RUBIN, D. B. (1978), "Bayesian Inference for Causal Effects", Annals of Statistics, 6, 34-58.
26. RUBIN, D. B. (1980), Discussion of "Randomization Analysis of Experimental Data in the Fisher Randomization Test", by Basu, Journal of the American Statistical Association, 75, 591-593.
27. RUBIN, D. B. (1990), "Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies", Statistical Science, 5, 472-480.
28. WILLIS, R. and ROSEN, S. (1979), "Education and Self-Selection", Journal of Political Economy, 87, 507-536.