Advanced Search
MyIDEAS: Login to save this paper or follow this series

Nonparametric Analysis of Treatment Effects in Ordered Response Models

Contents:

Author Info

  • Stefan Boes

    ()
    (Socioeconomic Institute, University of Zurich)

Abstract

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.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.soi.uzh.ch/research/wp/2007/wp0709.pdf
File Function: First version, 2007
Download Restriction: no

Bibliographic Info

Paper provided by Socioeconomic Institute - University of Zurich in its series SOI - Working Papers with number 0709.

as in new window
Length: 42 pages
Date of creation: Jul 2007
Date of revision:
Publication status: forthcoming in Empirical Economics
Handle: RePEc:soz:wpaper:0709

Contact details of provider:
Postal: Blümlisalpstrasse 10, CH-8006 Zürich
Phone: +41-1-634 22 05
Fax: +41-1-634 49 07
Email:
Web page: http://www.soi.uzh.ch/
More information through EDIRC

Related research

Keywords: Nonparametric bounds; causal effects; potential outcomes; latent variables;

Find related papers by JEL classification:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. 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.
  2. Dennis Gaertner & Armin Schmutzler, 2006. "Merger Negotiations and Ex-Post Regret," SOI - Working Papers 0607, Socioeconomic Institute - University of Zurich, revised Dec 2007.
  3. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2010. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," Econometrica, Econometric Society, vol. 78(4), pages 1375-1412, 07.
  4. Stefan Boes & Rainer Winkelmann, 2005. "Ordered Response Models," SOI - Working Papers 0507, Socioeconomic Institute - University of Zurich.
  5. 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.
  6. Hans Gersbach & Armin Schmutzler, 2007. "Does Globalization Create Superstars?," SOI - Working Papers 0706, Socioeconomic Institute - University of Zurich.
  7. 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).
  8. Stefan Boes & Markus Lipp & Rainer Winkelmann, 2005. "Money Illusion Under Test," SOI - Working Papers 0514, Socioeconomic Institute - University of Zurich.
  9. Samuel Muehlemann & Juerg Schweri & Rainer Winkelmann & Stefan C. Wolter, 2005. "A Structural Model of Demand for Apprentices," CESifo Working Paper Series 1417, CESifo Group Munich.
  10. Dario Sacco & Armin Schmutzler, 2008. "Competition and Innovation: An Experimental Investigation," SOI - Working Papers 0807, Socioeconomic Institute - University of Zurich.
  11. Hans Gersbach & Armin Schmutzler, 2006. "Foreign Direct Investment and R&D offshoring," SOI - Working Papers 0606, Socioeconomic Institute - University of Zurich.
  12. Stefan Boes, 2007. "Count Data Models with Unobserved Heterogeneity: An Empirical Likelihood Approach," SOI - Working Papers 0704, Socioeconomic Institute - University of Zurich.
  13. 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.
  14. 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).
  15. 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.
  16. 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.
  17. Mahler, Philippe & Winkelmann, Rainer, 2004. "Single Motherhood and (Un)Equal Educational Opportunities: Evidence for Germany," IZA Discussion Papers 1391, Institute for the Study of Labor (IZA).
  18. Hans Gersbach & Armin Schmutzler, 2006. "A Product-Market Theory of Industry-Specific Training," SOI - Working Papers 0610, Socioeconomic Institute - University of Zurich.
  19. Rafael Lalive & Armin Schmutzler, 2005. "Exploring the Effects of Competition for Railway Markets," SOI - Working Papers 0511, Socioeconomic Institute - University of Zurich, revised Apr 2007.
  20. 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.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Josef Falkinger, 2008. "Between Agora and Shopping Mall," SOI - Working Papers 0805, Socioeconomic Institute - University of Zurich.
  2. Dennis Gaertner, 2007. "Why Bayes Rules: A Note on Bayesian vs. Classical Inference in Regime Switching Models," SOI - Working Papers 0719, Socioeconomic Institute - University of Zurich.
  3. Dario Sacco & Armin Schmutzler, 2008. "All-Pay Auctions with Negative Prize Externalities: Theory and Experimental Evidence," SOI - Working Papers 0806, Socioeconomic Institute - University of Zurich.
  4. Adrian Bruhin, 2008. "Stochastic Expected Utility and Prospect Theory in a Horse Race: A Finite Mixture Approach," SOI - Working Papers 0803, Socioeconomic Institute - University of Zurich.
  5. Dario Sacco & Armin Schmutzler, 2008. "Competition and Innovation: An Experimental Investigation," SOI - Working Papers 0807, Socioeconomic Institute - University of Zurich.
  6. Daniel Halbheer & Ernst Fehr & Lorenz Goette & Armin Schmutzler, 2007. "Self-Reinforcing Market Dominance," SOI - Working Papers 0711, Socioeconomic Institute - University of Zurich.
  7. Bernd Fitzenberger & Michael Lechner & Jeffrey Smith, 2013. "Estimation of treatment effects: recent developments and applications," Empirical Economics, Springer, vol. 44(1), pages 1-11, February.
  8. Stefanie Hof, 2014. "Does Private Tutoring Work? The Effectiveness of Private Tutoring: A Nonparametric Bounds Analysis," Economics of Education Working Paper Series 0096, University of Zurich, Institute for Strategy and Business Economics (ISU).
  9. Dennis L. Gärtner, 2010. "Monopolistic screening under learning by doing," RAND Journal of Economics, RAND Corporation, vol. 41(3), pages 574-597.
  10. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
  11. Johannes Schoder & Peter Zweifel, 2008. "Managed Care Konzepte und Lösungsansätze– Ein internationaler Vergleich aus schweizerischer Sicht," SOI - Working Papers 0801, Socioeconomic Institute - University of Zurich.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:soz:wpaper:0709. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Marita Kieser).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.