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.
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- 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.
- 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.
- Koenker,Roger, 2005.
Cambridge University Press, number 9780521845731, 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.
- 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.
- 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.
- 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.
- J. A. Hausman, 1976.
"Specification Tests in Econometrics,"
185, Massachusetts Institute of Technology (MIT), Department of Economics.
- 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.
- Stengos, T. & Millimet, D.L. & List, J.A., 2002.
"The Environmental Kuznets Curve: Real Progress or Misspecified Models?,"
2002-13, University of Guelph, Department of Economics and Finance.
- 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.
- 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.
- 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.
- Gene M. Grossman & Alan B. Krueger, 1994.
"Economic Growth and the Environment,"
NBER Working Papers
4634, National Bureau of Economic Research, Inc.
- 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.
- 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.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
- 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.
- 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.
- 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.
- 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.
- Sherry Bartz & David L. Kelly, 2006. "Economic Growth and the Environment: Theory and Facts," Working Papers 0601, University of Miami, Department of Economics.
- Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
- Kahn, Matthew E., 1997. "Particulate pollution trends in the United States," Regional Science and Urban Economics, Elsevier, vol. 27(1), pages 87-107, February.
- 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 478-81, May.
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