Bounds on Average and Quantile Treatment Effects of Job Corps Training on Wages

References

1. ↵
   1. Abadie Alberto,
   2. Angrist Joshua,
   3. Imbens Guido

   . 2002. “Instrumental Variables Estimation of the Effect of Subsidized Training on the Quantiles of Trainee Earnings Treatment.” Econometrica 70(1):91–117.

   OpenUrlCrossRefWeb of Science
2. ↵
   1. Angrist Joshua,
   2. Chen Stacey,
   3. Frandsen Brigham

   . 2010. “Did Vietnam Veterans Get Sicker in the 1990s? The Complicated Effects of Military Service on Self-Reported Health.” Journal of Public Economics 94(11–12):824–37.

   OpenUrlCrossRefWeb of Science
3. ↵
   1. Angrist Joshua,
   2. Krueger Alan

   . 1999. “Empirical Strategies in Labor Economics.” In Handbook of Labor Economics 3(A). Ashenfelter Orley, Card David, eds. 1277–1366. Elsevier.
4. ↵
   1. Angrist Joshua,
   2. Krueger Alan

   . 2001. “Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments.” Journal of Economic Perspectives 15(4):69–85.

   OpenUrl
5. ↵
   1. Bhattacharya Jay,
   2. Shaikh Azeem,
   3. Vytlacil Edward

   . 2008. “Treatment Effects Bounds Under Monotonicity Assumptions: An Application to Swan-Ganz Catheterization.” American Economic Review: Papers and Proceedings 98(2):351–56.

   OpenUrlCrossRef
6. ↵
   1. Blundell Richard,
   2. Gosling Amanda,
   3. Ichimura Hidehiko,
   4. Meghir Costas

   . 2007. “Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds.” Econometrica 75(2):323–63.

   OpenUrlCrossRefWeb of Science
7. ↵
   1. Bollinger Christopher

   . 1996. “Bounding Mean Regressions when a Binary Regressor is Mismeasured.” Journal of Econometrics 73(2):387–99.

   OpenUrlCrossRefWeb of Science
8. ↵
   1. Dobkin Carlos,
   2. Shabani Reza

   . 2009. “The Health Effects of Military Service: Evidence from the Vietnam Draft.” Economic Inquiry 47(1):69–80.

   OpenUrlCrossRefWeb of Science
9. ↵
   1. Eisenberg Daniel,
   2. Rowe Brian

   . 2009. “The Effect of Smoking in Young Adulthood on Smoking Later in Life: Evidence based on the Vietnam Era Draft Lottery.” Forum for Health Economics & Policy 12(2):1–32.

   OpenUrlWeb of Science
10. ↵
    1. Firpo Sergio,
    2. Fortin Nicole,
    3. Lemieux Thomas

    . 2009. “Unconditional Quantile Regressions.” Econometrica 77(3):953–73.

    OpenUrlCrossRefWeb of Science
11. ↵
    1. Flores Carlos,
    2. Flores-Lagunes Alfonso

    . 2010. “Nonparametric Partial Identification of Causal Net and Mechanism Average Treatment Effects.” University of Miami. Unpublished.
12. ↵
    1. Flores Carlos,
    2. Flores-Lagunes Alfonso,
    3. Gonzales Arturo,
    4. Neumann Todd

    . 2012. “Estimating the Effects of Length of Exposure to Instruction in a Training Program: The Case of Job Corps.” The Review of Economics and Statistics 94(1):153–71.

    OpenUrlCrossRef
13. 1. Flores-Lagunes Alfonso,
    2. Gonzalez Arturo,
    3. Neumann Todd

    . 2010. “Learning but not Earning? The Impact of Job Corps Training on Hispanic Youth.” Economic Inquiry 48(3):651–67.

    OpenUrlCrossRef
14. ↵
    1. Frangakis Constantine,
    2. Rubin Donald

    . 2002. “Principal Stratification in Causal Inference.” Biometrics 58(1):21–29.

    OpenUrlCrossRefPubMedWeb of Science
15. 1. Gundersen Craig,
    2. Kreider Brent,
    3. Pepper John

    . 1995. “The Impact of the National School Lunch Program on Child Health: A Nonparametric Bounds Analysis.” Journal of Econometrics 166(1):79–91.

    OpenUrl
16. ↵
    1. Hearst Norman,
    2. Newman Thomas,
    3. Hulley Stephen

    . 1986. “Delayed Effects of the Military Draft on Mortality; A Randomized Natural Experiment.” New England Journal of Medicine 314:620–24.

    OpenUrlCrossRefPubMedWeb of Science
17. ↵
    1. Heckman James

    . 1979. “Sample Selection Bias as a Specification Error.” Econometrica 47(1):153–62.

    OpenUrlCrossRefWeb of Science
18. ↵
    1. Heckman James

    . 1990. “Varieties of Selection Bias.” American Economic Review 80(2):313–18.

    OpenUrl
19. ↵
    1. Heckman James,
    2. LaLonde Robert,
    3. Smith Jeffrey

    . 1999. “The Economics and Econometrics of Active Labor Market Programs.” In Handbook of Labor Economics 3(A). Ashenfelter Orley, Card David, eds. 1865–2097. Elsevier.
20. 1. Heckman James,
    2. Smith Jeffrey

    . 1999. “The Pre-Programme Earnings Dip and the Determinants of Participation in a Social Programme: Implications for Simple Programme Evaluation Strategies.” Economic Journal 109(2):313–48.

    OpenUrlCrossRefWeb of Science
21. ↵
    1. Horowitz Joel,
    2. Manski Charles

    . 1995. “Identification and Robustness with Contaminated and Corrupted Data.” Econometrica 63(2):281–302.

    OpenUrlCrossRefWeb of Science
22. ↵
    1. Horowitz Joel,
    2. Manski Charles

    . 2000. “Nonparametric Analysis of Randomized Experiments with Missing Covariate and Outcome Data.” Journal of the American Statistical Association 95(449):77–84.

    OpenUrlCrossRefWeb of Science
23. ↵
    1. Imai Kosuke

    . 2008. “Sharp Bounds on the Causal Effects in Randomized Experiments with ‘Truncation-by-Death’.” Statistics and Probability Letters 78(2):144–49.

    OpenUrlCrossRefWeb of Science
24. ↵
    1. Imbens Guido,
    2. Angrist Joshua

    . 1994. “Identification and Estimation of Local Average Treatment Effects.” Econometrica 62(2):467–76.

    OpenUrlCrossRefWeb of Science
25. ↵
    1. Imbens Guido,
    2. Manski Charles

    . 2004. “Confidence Intervals for Partially Identified Parameters.” Econometrica 72(6):1845–57.

    OpenUrlCrossRefWeb of Science
26. ↵
    1. Imbens Guido,
    2. Wooldridge Jeffrey

    . 2009. “Recent Developments in the Econometrics of Program Evaluation.” Journal of Economic Literature 47(1):5–86.

    OpenUrlCrossRefWeb of Science
27. ↵
    1. Koenker Roger,
    2. Bassett Gilbert

    . 1978. “Regression Quantiles.” Econometrica 46(1): 33–50.

    OpenUrlCrossRefWeb of Science
28. ↵
    1. Korte Gregory

    . 2011. “Training Sprawl Costs U.S. $18 Billion per Year.” USA Today, February 9.
29. ↵
    1. Lechner Michael,
    2. Melly Blaise

    . 2010. “Partial Identification of Wage Effects of Training Programs.” University of St. Gallen. Unpublished.
30. ↵
    1. Lee David

    . 2009. “Training Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects.” Review of Economic Studies 76(3):1071–1102.

    OpenUrlCrossRefWeb of Science
31. ↵
    1. Manski Charles

    . 1994. “The Selection Problem.” In Advances in Econometrics, Sixth World Congress, ed. Sims C. 143–170. Cambridge, U.K. Cambridge University Press.
32. 1. Manski Charles,
    2. Pepper John

    . 2000. “Monotone Instrumental Variables: With an Application to the Returns to Schooling.” Econometrica 68(4):997–1010.

    OpenUrlCrossRefWeb of Science
33. ↵
    1. Molinari F.

    2008. “Partial Identification of Probability Distributions with Misclassified Data.” Journal of Econometrics 144(1):81–117.

    OpenUrlCrossRefWeb of Science
34. ↵
    1. Schochet Peter

    . 2001. “National Job Corps Study: Methodological Appendixes on the Impact Analysis.” Princeton, N.J.: Mathematica Policy Research, Inc.
35. 1. Schochet Peter,
    2. Burghardt John,
    3. Glazerman Steven

    . 2001. “National Job Corps Study: The Impacts of Job Corps on Participants' Employment and Related Outcomes.” Princeton, N.J.: Mathematica Policy Research, Inc.
36. ↵
    1. Sexton Mary,
    2. Hebel Richard

    . 1984. “A Clinical Trial of Change in Maternal Smoking and Its Effect on Birth Weight.” Journal of the American Medical Association 251(7):911–15.

    OpenUrlCrossRefPubMedWeb of Science
37. ↵
    U.S. Department of Labor. 2010. http://www.dol.gov/dol/topic/training/jobcorps.html.
38. ↵
    1. Van Ours Jan

    . 2004. “The Locking-in Effect of Subsidized Jobs.” Journal of Comparative Economics 32(1):37–52.

    OpenUrlCrossRef
39. ↵
    1. Zhang Junni,
    2. Rubin Donald

    . 2003. “Estimation of Causal Effects via Principal Stratification When Some Outcomes are Truncated by ‘Death’.” Journal of Educational and Behavioral Statistics 28(4):353–68.

    OpenUrlCrossRefWeb of Science
40. ↵
    1. Zhang Junni,
    2. Rubin Donald,
    3. Mealli Fabrizia

    . 2008. “Evaluating the Effect of Job Training Programs on Wages Through Principal Stratification.” In Advances in Econometrics 21. Ed. Millimet D., Smith J., Vytlacil E. 117–145. Elsevier.
41. ↵
    1. Zhang Junni,
    2. Rubin Donald,
    3. Mealli Fabrizia

    . 2009. “Likelihood-based Analysis of the Causal Effects of Job Training Programs Using Principal Stratification.” Journal of the American Statistical Association 104(485):166–76.

    OpenUrlCrossRef