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

A causal interpretation of extensive and intensive margin effects in generalized Tobit models

Contents:

Author Info

  • Kevin E. Staub

    ()
    (Socioeconomic Institute, University of Zurich)

Abstract

The usual decomposition of effects in corner solution models into extensive and intensive margins is generally incompatible with a causal interpretation. This paper proposes a decomposition based on the joint distribution of potential outcomes which is meaningful in a causal sense. The difference between decompositions can be substantial and yield diametrically opposed results, as shown in a standard Tobit model example. In a generalized Tobit application exploring the effect of reducing firm entry regulation on bilateral trade flows between countries, estimates suggest that using the usual decomposition would overstate the contribution of the extensive margin by around 15%.

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/2010/wp1012.pdf
File Function: first version, 2010
Download Restriction: no

Bibliographic Info

Paper provided by Socioeconomic Institute - University of Zurich in its series SOI - Working Papers with number 1012.

as in new window
Length: 32 pages
Date of creation: Nov 2010
Date of revision:
Handle: RePEc:soz:wpaper:1012

Contact details of provider:
Postal: Bl├╝mlisalpstrasse 10, CH-8006 Z├╝rich
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: Limited dependent variables; potential outcomes; causality; conditional-on-positives effect; Tobit; two-part model; country margins of trade;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

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. Rubinstein, Yona & Helpman, Elhanan & Melitz, Marc, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," Scholarly Articles 3228230, Harvard University Department of Economics.
  2. Gabriel J. Felbermayr & Wilhelm Kohler, 2004. "Exploring the Intensive and Extensive Margins of World Trade," CESifo Working Paper Series 1276, CESifo Group Munich.
  3. Roger Klein & Francis Vella, 2009. "A semiparametric model for binary response and continuous outcomes under index heteroscedasticity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 735-762.
  4. Kenkel, D.S., 1988. "Health Behavior, Health Knowledge, And Schooling," Papers 10-88-3, Pennsylvania State - Department of Economics.
  5. Chiburis, Richard C., 2010. "Semiparametric bounds on treatment effects," Journal of Econometrics, Elsevier, vol. 159(2), pages 267-275, December.
  6. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
  7. Trejo, Stephen J, 1993. "Overtime Pay, Overtime Hours, and Labor Unions," Journal of Labor Economics, University of Chicago Press, vol. 11(2), pages 253-78, April.
  8. Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
  9. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
  10. Co, Catherine Yap, 2010. "Intra- and inter-firm US trade," International Review of Economics & Finance, Elsevier, vol. 19(2), pages 260-277, April.
  11. Sousa-Poza, Alfonso & Ziegler, Alexandre, 2003. "Asymmetric information about workers' productivity as a cause for inefficient long working hours," Labour Economics, Elsevier, vol. 10(6), pages 727-747, December.
  12. Xuepeng Liu, 2009. "GATT/WTO Promotes Trade Strongly: Sample Selection and Model Specification," Review of International Economics, Wiley Blackwell, vol. 17(3), pages 428-446, 08.
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. L.J.H. Bettendorf & Egbert L.W. Jongen & Paul Muller, 2012. "Childcare Subsidies and Labor Supply: Evidence from a large Dutch Reform," Tinbergen Institute Discussion Papers 12-093/I, Tinbergen Institute.
  2. Leon Bettendorf & Egbert Jongen & Paul Muller (University Amsterdam/Tinbergen), 2012. "Childcare subsidies and labour supply: evidence from a large Dutch reform," CPB Discussion Paper 217, CPB Netherlands Bureau for Economic Policy Analysis.

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:1012. 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.