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Nonparametric Analysis of Treatment Effects in Ordered Response Models

  • Stefan Boes

    ()

    (Socioeconomic Institute, University of Zurich)

This paper deals with the identification of treatment effects when the outcome variable is ordered. If outcomes are measured ordinally, previously developed methods to investigate the impact of an endogenous binary regressor on average outcomes cannot be applied as the expectation of an ordered variable, in its strict sense, does not exist, and a shift in focus to distributional effects is indispensable. Without imposing a fully fledged parametric model the treatment effects are generally not point-identified. Assuming a threshold crossing model on both the ordered potential outcomes and the binary treatment variable leaving the distribution of error terms and functional forms unspecified, it is discussed how the treatment effects can be bounded and inference on the bounds can be conducted.

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File URL: http://www.soi.uzh.ch/research/wp/2007/wp0709.pdf
File Function: First version, 2007
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Paper provided by Socioeconomic Institute - University of Zurich in its series SOI - Working Papers with number 0709.

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Length: 42 pages
Date of creation: Jul 2007
Date of revision:
Publication status: forthcoming in Empirical Economics
Handle: RePEc:soz:wpaper:0709
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  1. Donja Darai & Dario Sacco & Armin Schmutzler, 2009. "Competition and Innovation: An Experimental Investigation," SOI - Working Papers 0608, Socioeconomic Institute - University of Zurich, revised Apr 2007.
  2. Philippe Mahler & Rainer Winkelmann, 2005. "Single Motherhood and (Un)Equal EducationalOpportunities: Evidence for Germany," SOI - Working Papers 0512, Socioeconomic Institute - University of Zurich.
  3. Samuel Muehlemann & Juerg Schweri & Rainer Winkelmann & Stefan C. Wolter, 2005. "A Structural Model of Demand for Apprentices," SOI - Working Papers 0504, Socioeconomic Institute - University of Zurich.
  4. Gersbach, Hans & Schmutzler, Armin, 2006. "Foreign Direct Investment and R&D Offshoring," CEPR Discussion Papers 5766, C.E.P.R. Discussion Papers.
  5. Boes, Stefan & Lipp, Markus & Winkelmann, Rainer, 2007. "Money illusion under test," Economics Letters, Elsevier, vol. 94(3), pages 332-337, March.
  6. Dennis Gaertner & Armin Schmutzler, 2006. "Merger Negotiations and Ex-Post Regret," SOI - Working Papers 0607, Socioeconomic Institute - University of Zurich, revised Dec 2007.
  7. Lalive Rafael & Schmutzler Armin, 2008. "Entry in Liberalized Railway Markets: The German Experience," Review of Network Economics, De Gruyter, vol. 7(1), pages 1-16, March.
  8. Dennis L. Gärtner & Daniel Halbheer, 2008. "Are There Waves in Merger Activity After All?," Working Papers 0092, University of Zurich, Institute for Strategy and Business Economics (ISU).
  9. Hans Gersbach & Armin Schmutzler, 2006. "A Product-Market Theory of Industry-Specific Training," SOI - Working Papers 0610, Socioeconomic Institute - University of Zurich.
  10. Sandra Hanslin & Rainer Winkelmann, 2006. "The Apple Falls Increasingly Far: Parent-Child Correlation in Schooling and the Growth of Post-Secondary Education in Switzerland," SOI - Working Papers 0603, Socioeconomic Institute - University of Zurich.
  11. Stefan Boes & Rainer Winkelmann, 2006. "The Effect of Income on Positive and Negative Subjective Well-Being," SOI - Working Papers 0605, Socioeconomic Institute - University of Zurich.
  12. Boes, Stefan & Winkelmann, Rainer, 2004. "Income and Happiness: New Results from Generalized Threshold and Sequential Models," IZA Discussion Papers 1175, Institute for the Study of Labor (IZA).
  13. Gersbach, Hans & Schmutzler, Armin, 2007. "Does Globalization Create Superstars?," CEPR Discussion Papers 6222, C.E.P.R. Discussion Papers.
  14. Yves Schneider & Peter Zweifel, 2005. "Spatial Effects in Willingness-to-Pay: The Case of Two Nuclear Risks," SOI - Working Papers 0502, Socioeconomic Institute - University of Zurich, revised Sep 2007.
  15. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2007. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," SOI - Working Papers 0705, Socioeconomic Institute - University of Zurich, revised Jul 2007.
  16. Lalive, Rafael & Schmutzler, Armin, 2008. "Exploring the effects of competition for railway markets," International Journal of Industrial Organization, Elsevier, vol. 26(2), pages 443-458, March.
  17. Stefan Boes & Rainer Winkelmann, 2006. "Ordered response models," AStA Advances in Statistical Analysis, Springer, vol. 90(1), pages 167-181, March.
  18. Stefan Boes, 2007. "Count Data Models with Unobserved Heterogeneity: An Empirical Likelihood Approach," SOI - Working Papers 0704, Socioeconomic Institute - University of Zurich.
  19. Thomas Borek & Stefan Buehler & Armin Schmutzler, 2004. "Mergers under Asymmetric Information – Is there a Lemons Problem?," SOI - Working Papers 0408, Socioeconomic Institute - University of Zurich.
  20. Edward Vytlacil, 2006. "A Note on Additive Separability and Latent Index Models of Binary Choice: Representation Results," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 515-518, 08.
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