Is Risk Aversion Really Correlated with Wealth? How Estimated Probabilities Introduce Spurious Correlation
Economists frequently focus on correlations between wealth and risk preferences but rarely observe the probabilities needed to test this relationship empirically. These unobserved probabilities are typically estimated via profit or production functions conditioned on wealth correlates, which may leave statistical fingerprints on subsequently-estimated risk aversion coefficients and confound correlations between wealth and risk preferences. Using data from an experiment with observable probabilities, we compare risk aversion coefficients based on true probabilities with those based on probabilities estimated using standard approaches and show how estimated probabilities can change risk aversion coefficients substantially and introduce spurious correlation between risk aversion and wealth. Copyright 2007, Oxford University Press.
Volume (Year): 89 (2007)
Issue (Month): 4 ()
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- Rulon D. Pope, 2003. "Agricultural Risk Analysis: Adequacy of Models, Data, and Issues," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(5), pages 1249-1256.
- Balistreri, Edward J. & Poe, Gregory L. & McClelland, Gary H. & Schulze, William D., 1996.
"Can Hypothetical Questions Reveal True Values? A Laboratory Comparison of Dichotomous Choice and Open-Ended Contingent Values with Auction Values,"
127865, Cornell University, Department of Applied Economics and Management.
- Edward Balistreri & Gary McClelland & Gregory Poe & William Schulze, 2001. "Can Hypothetical Questions Reveal True Values? A Laboratory Comparison of Dichotomous Choice and Open-Ended Contingent Values with Auction Values," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 18(3), pages 275-292, March.
- Milton Friedman & L. J. Savage, 1948. "The Utility Analysis of Choices Involving Risk," Journal of Political Economy, University of Chicago Press, vol. 56, pages 279.
- Bar-Shira, Ziv & Just, Richard E. & Zilberman, D., 1997.
"Estimation of farmers' risk attitude: an econometric approach,"
Agricultural Economics of Agricultural Economists,
International Association of Agricultural Economists, vol. 17(2-3), December.
- Bar-Shira, Z. & Just, R. E. & Zilberman, D., 1997. "Estimation of farmers' risk attitude: an econometric approach," Agricultural Economics, Blackwell, vol. 17(2-3), pages 211-222, December.
- Bar-Shira, Z. & Just, Richard E. & Zilberman, David, 1994. "Estimation of Farmers' Risk Attitude: An Econometric Approach," Working Papers 197812, University of Maryland, Department of Agricultural and Resource Economics.
- Lybbert, Travis J. & Barrett, Christopher B. & Narjisse, Hamid, 2002. "Market-based conservation and local benefits: the case of argan oil in Morocco," Ecological Economics, Elsevier, vol. 41(1), pages 125-144, April.
- Chavas, Jean-Paul & Holt, Matthew T, 1996. "Economic Behavior under Uncertainty: A Joint Analysis of Risk Preferences and Technology," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 329-35, May.
- David R. Just & Hikaru Hanawa Peterson, 2003. "Diminishing Marginal Utility of Wealth and Calibration of Risk in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(5), pages 1234-1241.
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