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Convex Treatment Response and Treatment Selection

  • Stefan Boes

    ()

    (Socioeconomic Institute, University of Zurich)

This paper analyzes the identifying power of weak convexity assumptions in treatment effect models with endogenous selection. The counterfactual distributions are constrained either in terms of the response function, or conditional on the realized treatment, and sharp bounds on the potential outcome distributions are derived. The methods are applied to bound the effect of education on smoking.

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File URL: http://www.econ.uzh.ch/static/wp_soi/wp1001.pdf
File Function: first version, 2010
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Paper provided by Socioeconomic Institute - University of Zurich in its series SOI - Working Papers with number 1001.

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Length: 28 pages
Date of creation: Jan 2010
Date of revision:
Handle: RePEc:soz:wpaper:1001
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  1. Blundell, Richard William & Gosling, Amanda & Ichimura, Hidehiko & Meghir, Costas, 2004. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," CEPR Discussion Papers 4705, C.E.P.R. Discussion Papers.
  2. Tenn, Steven & Herman, Douglas A. & Wendling, Brett, 2010. "The role of education in the production of health: An empirical analysis of smoking behavior," Journal of Health Economics, Elsevier, vol. 29(3), pages 404-417, May.
  3. Franque Grimard & Daniel Parent, 2006. "Education And Smoking: Were Vietnam War Draft Avoiders Also More Likely To Avoid Smoking?," Departmental Working Papers 2006-05, McGill University, Department of Economics.
  4. Okumura, Tsunao & Usui, Emiko, 2010. "Concave-Monotone Treatment Response and Monotone Treatment Selection: With an Application to the Returns to Schooling," IZA Discussion Papers 4986, Institute for the Study of Labor (IZA).
  5. Donald S. Kenkel & Dean R. Lillard & Alan D. Mathios, 2006. "The Roles of High School Completion and GED Receipt in Smoking and Obesity," NBER Working Papers 11990, National Bureau of Economic Research, Inc.
  6. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-55, March-Apr.
  7. Charles F. Manski & John V. Pepper, 1998. "Monotone Instrumental Variables with an Application to the Returns to Schooling," NBER Technical Working Papers 0224, National Bureau of Economic Research, Inc.
  8. Charles F. Manski & John V. Pepper, 2009. "More on monotone instrumental variables," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages S200-S216, 01.
  9. Manski, C.F., 1996. "Monotone Treatment Response," Working papers 9604, Wisconsin Madison - Social Systems.
  10. Rosenzweig, Mark R, 1995. "Why Are There Returns to Schooling?," American Economic Review, American Economic Association, vol. 85(2), pages 153-58, May.
  11. Phillip Farrell & Victor R. Fuchs, 1981. "Schooling and Health: The Cigarette Connection," NBER Working Papers 0768, National Bureau of Economic Research, Inc.
  12. Janet Currie & Enrico Moretti, 2003. "Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings," The Quarterly Journal of Economics, Oxford University Press, vol. 118(4), pages 1495-1532.
  13. Kenkel, D.S., 1988. "Health Behavior, Health Knowledge, And Schooling," Papers 10-88-3, Pennsylvania State - Department of Economics.
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