Instrumental variables response to angrist and imbens

Journal of Human Resources

Volumn 34, Issue 4, 1999, Pages 834-837

  Heckman, James J ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0347570216     PISSN: 0022166X     EISSN: None     Source Type: Journal    
DOI: 10.2307/146419     Document Type: Article

References (37)

1. Aakvik, A., J. Heckman, and E. Vytlacil. 1998. "Local Instrumental Variables and Latent Variable Models For Estimating Treatment Effects." Unpublished manuscript, University of Chicago.
2. Angrist, J. 1995. "Conditioning on the Probability of Selection to Control for Selection Bias." NBER Technical Working Paper #181, June.
3. Angrist, J., and G. Imbens, 1995. "Two Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity." Journal ofTlie American Statistical Association 90(430):431 -42.
4. Becker, G. 1975. "Human Capital and The Personal Distribution of Income: An Analytical Approach" (W. S. Woytinsky Lecture). In Human Capital, Second Edition. New York: Columbia University Press.
5. Becker, G., and B. Chiswick. 1966. "Education and The Distribution of Earnings." American Economic Review 56:358-69.
6. Card, D. 1995, "Earnings, Ability and Schooling Revisited." In Research in Labor Economics, Vol. 14, ed. S. Polachek, Greenwich, Conn.: JAI Press.
7. Galles, David, and Judea Pearl. 1998. "An Axiomatic Characterization of Counterfactuals." Foundations of Science 3:151-82.
8. Glynn, R. J., N. Laird, and D. Rubin. 1986. "Selection Modeling vs. Mixture Modeling with Nonignorable Response." In Drawing Inferences From Self-Selected Samples, ed. H. Wainer. New York: Springer-Verlag.
9. Hearst, N., T. Newman, and S. Hulley. 1986. "Delayed Effects of the Military Draft on Mortality: A Randomized Natural Experiment." New England Journal of Medicine March 6, 620-23.
10. Heckman, J., 1990. "Varieties of Selection Bias." American Economic Review 80:313-18.
11. 1992. "Randomization and Social Policy Evaluation." In Evaluating Welfare and Training Programs, ed. C. F. Manski and I. Garfinkel, 201-30. Cambridge, Mass.: Harvard University Press.
12. 1993. "Assessing The Case For Randomized Evaluation of Social Programs." In Measuring Labour Market Measures, ed., K. Jensen and P. K. Madsen, 35-96. Copenhagen, Denmark: Ministry of Labour.
13. 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations." Journal of Human Resources 32(2):441-62.
14. 2000. "Causal Parameters in Economics: A Twentieth Century Retrospective." Forthcoming.
15. Heckman, J., and B. Honoré. 1990. "The Empirical Content of the Roy Model." Econometrica 58(5): 1121-49.
16. Heckman, J., R. Lalonde, J. Smith, 1999. "The Economics and Econometrics of Active Labor Market Programs." In Handbook of Labor Economics, Vol. 3, ed. O. Ashenfelter, and D. Card, Chapter 31. Amsterdam: Elsevier.
17. Heckman, J., L. Lochner, and C. Taber. 1998. "General Equilibrium Treatment Effects: A Study of Tuition Policy." American Economic Review 88(2):381-86.
18. Heckman, J., and R. Robb, 1985. "Alternative Methods for Estimating The Impact of Interventions." In Longitudinal Analysis of Labor Market Data, ed. J. Heckman, and B. Singer, 156-245. New York: Cambridge University Press.
19. Heckman, J., and R. Robb. 1986. "Alternative Methods For Solving The Problem of Selection Bias in Evaluating The Impact of Treatments on Outcomes." In Drawing Inference From Self-Selected Samples, ed. Howard Wainer, 63-107. New York: Springer-Verlag.
20. Heckman, J., and J. Smith 1998. "Evaluating the Welfare State." In Econometrics and Economics in the 20th Century: The Ragnar Frisch Centenary, ed. S. Strom, 241-318. New York, NY:. Cambridge University Press for Econometric Society Monograph Series, Monograph 31.
21. Heckman, J., and E. Vytlacil. 1998. "Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating The Average Rate of Return to Schooling When The Return Is Correlated with Schooling." Journal of Human Resources 33(4):974-87.
22. 1999a. "Local Instrumental Variables." Unpublished manuscript, University of Chicago.
23. 1999b. "The Relationship Between Treatment Parameters Within A Latent Variable Framework." Forthcoming Economics Letters.
24. 1999c. "Local Instrumental Variables and Latent Variable Models for Identifying and Bounding Treatment Effects." Proceedings of The National Academy of Sciences, Vol. 96, 4730-34.
25. Holland, P. W. 1986. "A Comment on Remarks By Rubin and Hartigan." In Drawing Inferences From Self-Selected Samples, ed. H. Wainer, 149-52. New York: Springer-Verlag.
26. Lewis, H. G. 1963. Unionism and Relative Wages. Chicago: University of Chicago Press.
27. Marshall, A. 1920. Principles of Economics, Ninth Edition, p. 36. London: McMillan.
28. Robinson, C. 1989. "The Joint Determination of Union Status and Union Wage Effects: Some Alternative Models." Journal of Political Economy 97(3):639-67.
29. Rosen, S. 1977. "Human Capital: A Survey of Empirical Research." In Research in Labor Economics, Vol. l, ed. R. Ehrenberg.
30. Rosenbaum, P. 1988. "Sensitivity Analysis For Matching With Multiple Controls." Biometrika 75:577-81.
31. 1991. "Sensitivity Analysis For Matched Case-Control Studies." Biometrics 47: 87-100.
32. 1995. Observational Studies, Chapter 4. New York: Springer-Verlag.
33. Roy, A. 1951. "Some Thoughts on the Distribution of Earnings." Oxford Economic Papers 3:135-46.
34. Rubin, D. 1978. "Bayesian Inference for Causal Effects: The Role of Randomization." Annals of Statistics 6:34-58.
35. Smith, J., and F. Welch. 1986. "Closing the Gap: Forty Years of Economic Progress for Blacks." Santa Monica, Calif.: Rand Corporation.
36. White, H. 1984. Asymptotic Theory For Econometricians. New York: Academic Press.
37. Wicksell, K. 1934. Lectures on Political Economy, Vol. 1, General Theory, translated by E. Classen. London: Routledge and Kegan Paul, Ltd.