A causal interpretation of extensive and intensive margin effects in generalized Tobit models
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%.
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- Gabriel J Felbermayr & Wilhelm Kohler, 2014.
"Exploring the Intensive and Extensive Margins of World Trade,"
World Scientific Book Chapters,
in: European Economic Integration, WTO Membership, Immigration and Offshoring, chapter 4, pages 115-148
World Scientific Publishing Co. Pte. Ltd..
- Gabriel J. Felbermayr & Wilhelm Kohler, 2006. "Exploring the Intensive and Extensive Margins of World Trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 642-674, December.
- Gabriel J. Felbermayr & Wilhelm Kohler, 2004. "Exploring the Intensive and Extensive Margins of World Trade," CESifo Working Paper Series 1276, CESifo Group Munich.
- Felbermayr, Gabriel & Kohler, Wilhelm K., 2006. "Exploring the intensive and extensive margins of world trade," Munich Reprints in Economics 20610, University of Munich, Department of Economics.
- Co, Catherine Yap, 2010. "Intra- and inter-firm US trade," International Review of Economics & Finance, Elsevier, vol. 19(2), pages 260-277, April.
- 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.
- Kenkel, Donald S, 1991. "Health Behavior, Health Knowledge, and Schooling," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 287-305, April.
- Kenkel, D.S., 1988. "Health Behavior, Health Knowledge, And Schooling," Papers 10-88-3, Pennsylvania State - Department of Economics.
- 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.
- Klein, Roger & Vella, Francis, 2006. "A Semiparametric Model for Binary Response and Continuous Outcomes Under Index Heteroscedasticity," IZA Discussion Papers 2383, Institute for the Study of Labor (IZA).
- 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.
- 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.
- Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
- Chiburis, Richard C., 2010. "Semiparametric bounds on treatment effects," Journal of Econometrics, Elsevier, vol. 159(2), pages 267-275, December.
- Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 441-487.
- Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2007. "Estimating Trade Flows: Trading Partners and Trading Volumes," NBER Working Papers 12927, National Bureau of Economic Research, Inc.
- Rubinstein, Yona & Helpman, Elhanan & Melitz, Marc, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," Scholarly Articles 3228230, Harvard University Department of Economics.
- Yanqin Fan & Jisong Wu, 2010. "Partial Identification of the Distribution of Treatment Effects in Switching Regime Models and its Confidence Sets," Review of Economic Studies, Oxford University Press, vol. 77(3), pages 1002-1041.
- Hay, Joel W & Olsen, Randall J, 1984. "Let Them Eat Cake: A Note on Comparing Alternative Models of the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(3), pages 279-282, July.
- 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.
- Trejo, Stephen J, 1993. "Overtime Pay, Overtime Hours, and Labor Unions," Journal of Labor Economics, University of Chicago Press, vol. 11(2), pages 253-278, April. Full references (including those not matched with items on IDEAS)
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