Lessons from Quantile Panel Estimation of the Environmental Kuznets Curve
The environmental Kuznets curve (EKC) hypothesizes that the income-pollution rela- tionship has an inverted U shape: pollution increases with income up to a turning point beyond which it decreases. The empirical literature has concentrated on estimation of this relationship at the mean employing longitudinal data, with the typical ?nding supporting the inverted U shape. Conditional mean estimation, however, can mask heterogeneities present at higher and/or lower quantiles of the emissions?distribution, in addition to being more sensitive to the presence of outliers. We apply methods for conditional-quantile panel ?xed e¤ects models to the estimation of the income-pollution relationship on U.S. state-level data on NOx (nitrogen oxide) and SO2 (sulfur dioxide) pollutants over the period 1929- 1994. Our results indicate that conditional mean methods provide too optimistic estimates about emissions reduction of NOx, as conditional-quantile methods suggest that the turning point of the relationship occurs at higher values of income; while the opposite is found for SO2. Another important lesson drawn is that the income-pollution relationship is sensitive to the presence of outliers in the data.
|Date of creation:||Aug 2009|
|Contact details of provider:|| Postal: P.O. Box 248126, Coral Gables, FL 33124-6550|
Phone: (305) 284-5540
Fax: (305) 284-2985
Web page: http://www.bus.miami.edu/faculty-and-research/academic-departments/economics/index.html
More information through EDIRC
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.:
- Mody, Ashoka & Roy, Subhendu & Wheeler, David & Dasgupta, Susmita, 1995.
"Environmental regulation and development : a cross-country empirical analysis,"
Policy Research Working Paper Series
1448, The World Bank.
- Susmita Dasgupta & Ashoka Mody & Subhendu Roy & David Wheeler, 2001. "Environmental Regulation and Development: A Cross-country Empirical Analysis," Oxford Development Studies, Taylor & Francis Journals, vol. 29(2), pages 173-187.
- Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
- Flores, Nicholas E. & Carson, Richard T., 1995.
"The Relationship Between the Income Elasticities of Demand and Willingness to Pay,"
1995 Conference (39th), February 14-16, 1995, Perth, Australia
148795, Australian Agricultural and Resource Economics Society.
- Flores, Nicholas E. & Carson, Richard T., 1997. "The Relationship between the Income Elasticities of Demand and Willingness to Pay," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 287-295, July.
- Chen, Songnian & Khan, Shakeeb, 2008. "Semiparametric Estimation Of Nonstationary Censored Panel Data Models With Time Varying Factor Loads," Econometric Theory, Cambridge University Press, vol. 24(05), pages 1149-1173, October.
- Kahn, Matthew E., 1997. "Particulate pollution trends in the United States," Regional Science and Urban Economics, Elsevier, vol. 27(1), pages 87-107, February.
- Grossman, G.M & Krueger, A.B., 1991.
"Environmental Impacts of a North American Free Trade Agreement,"
158, Princeton, Woodrow Wilson School - Public and International Affairs.
- Grossman, Gene & Krueger, Alan B, 1992. "Environmental Impacts of a North American Free Trade Agreement," CEPR Discussion Papers 644, C.E.P.R. Discussion Papers.
- Gene M. Grossman & Alan B. Krueger, 1991. "Environmental Impacts of a North American Free Trade Agreement," NBER Working Papers 3914, National Bureau of Economic Research, Inc.
- J. A. Hausman, 1976.
"Specification Tests in Econometrics,"
185, Massachusetts Institute of Technology (MIT), Department of Economics.
- Gene M. Grossman & Alan B. Krueger, 1995.
"Economic Growth and the Environment,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 110(2), pages 353-377.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- William Harbaugh & Arik Levinson & David Wilson, 2000.
"Reexamining the Empirical Evidence for an Environmental Kuznets Curve,"
NBER Working Papers
7711, National Bureau of Economic Research, Inc.
- William T. Harbaugh & Arik Levinson & David Molloy Wilson, 2002. "Reexamining The Empirical Evidence For An Environmental Kuznets Curve," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 541-551, August.
- William Harbaugh & Arik Levinson & David Wilson, 2000. "Reexamining the Empirical Evidence for an Environmental Kuznets Curve," Working Papers gueconwpa~00-00-07, Georgetown University, Department of Economics.
- Daniel L. Millimet & Esfandiar Maasoumi, 2005. "Robust inference concerning recent trends in US environmental quality," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 55-77.
- Sherry Bartz & David L. Kelly, 2006.
"Economic Growth and the Environment: Theory and Facts,"
0601, University of Miami, Department of Economics.
- Bartz, Sherry & Kelly, David L., 2008. "Economic growth and the environment: Theory and facts," Resource and Energy Economics, Elsevier, vol. 30(2), pages 115-149, May.
- Stern, David I., 2004.
"The Rise and Fall of the Environmental Kuznets Curve,"
Elsevier, vol. 32(8), pages 1419-1439, August.
- David I. Stern, 2003. "The Rise and Fall of the Environmental Kuznets Curve," Rensselaer Working Papers in Economics 0302, Rensselaer Polytechnic Institute, Department of Economics.
- John List & Daniel Millimet & Thanasis Stengos, 2003.
"The Environmental Kuznets Curve: Real Progress or Misspecified Models?,"
Natural Field Experiments
00500, The Field Experiments Website.
- Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
- Stengos, T. & Millimet, D.L. & List, J.A., 2002. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," Working Papers 2002-13, University of Guelph, Department of Economics and Finance.
- Roger Koenker & Kevin F. Hallock, 2001.
Journal of Economic Perspectives,
American Economic Association, vol. 15(4), pages 143-156, Fall.
- Hettige, Hemamala & Lucas, Robert E B & Wheeler, David, 1992. "The Toxic Intensity of Industrial Production: Global Patterns, Trends, and Trade Policy," American Economic Review, American Economic Association, vol. 82(2), pages 478-481, May.
- Komen, Marinus H.C. & Gerking, Shelby & Folmer, Henk, 1997. "Income and environmental R D: empirical evidence from OECD countries," Environment and Development Economics, Cambridge University Press, vol. 2(04), pages 505-515, November.
- Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 132-163, March.
- Craig Gallet & John List, 1999.
"The environmental Kuznets curve: does one size fit all,"
Natural Field Experiments
00527, The Field Experiments Website.
- List, John A. & Gallet, Craig A., 1999. "The environmental Kuznets curve: does one size fit all?," Ecological Economics, Elsevier, vol. 31(3), pages 409-423, December.
- Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
- Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
- Kelly, David L., 2003. "On environmental Kuznets curves arising from stock externalities," Journal of Economic Dynamics and Control, Elsevier, vol. 27(8), pages 1367-1390, June.
When requesting a correction, please mention this item's handle: RePEc:mia:wpaper:2010-4. 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: (Christopher Parmeter)
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.