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Time-series tests of a non-expected-utility model of asset pricing

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  • Jorion, Philippe
  • Giovannini, Alberto

Abstract

This paper provides two alternative estimation and testing procedures of a representative-agent model of asset pricing which relies on a particular parametrization of non-expected-utility preferences. The first is based on maximum-likelihood estimates, supplemented with an explicit model of time varying first and second moments (where the time-variation of second moments in modelled with an ARCH-Autoregressive Conditionally Heteroskedastic-process); the second is based on generalized-method-of moments estimates. We perform our tests on a data set that includes monthly observations of rates of return on US stock prices and US consumption of nondurables and services. Our results are directly comparable to a test of the dynamic capital asset pricing model performed by Hansen and Singleton (1983), and to a recent test of the model studied here performed by Epstein and Zin (1989).

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Bibliographic Info

Article provided by Elsevier in its journal European Economic Review.

Volume (Year): 37 (1993)
Issue (Month): 5 (June)
Pages: 1083-1100

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Handle: RePEc:eee:eecrev:v:37:y:1993:i:5:p:1083-1100

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References

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  1. Cumby, Robert E. & Huizinga, John & Obstfeld, Maurice, 1983. "Two-step two-stage least squares estimation in models with rational expectations," Journal of Econometrics, Elsevier, vol. 21(3), pages 333-355, April.
  2. Kreps, David M & Porteus, Evan L, 1979. "Dynamic Choice Theory and Dynamic Programming," Econometrica, Econometric Society, vol. 47(1), pages 91-100, January.
  3. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-45, November.
  4. Alberto Giovannini & Philippe Weil, 1989. "Risk Aversion and Intertemporal Substitution in the Capital Asset Pricing Model," NBER Working Papers 2824, National Bureau of Economic Research, Inc.
  5. Giovannini, Alberto & Jorion, Philippe, 1989. " The Time Variation of Risk and Return in the Foreign Exchange and Stock Markets," Journal of Finance, American Finance Association, vol. 44(2), pages 307-25, June.
  6. Bergman, Yaacov Z., 1985. "Time preference and capital asset pricing models," Journal of Financial Economics, Elsevier, vol. 14(1), pages 145-159, March.
  7. Breeden, Douglas T & Gibbons, Michael R & Litzenberger, Robert H, 1989. " Empirical Tests of the Consumption-Oriented CAPM," Journal of Finance, American Finance Association, vol. 44(2), pages 231-62, June.
  8. Constantinides, George M, 1990. "Habit Formation: A Resolution of the Equity Premium Puzzle," Journal of Political Economy, University of Chicago Press, vol. 98(3), pages 519-43, June.
  9. Selden, Larry, 1978. "A New Representation of Preferences over "Certain A Uncertain" Consumption Pairs: The "Ordinal Certainty Equivalent" Hypothesis," Econometrica, Econometric Society, vol. 46(5), pages 1045-60, September.
  10. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
  11. Hall, Robert E, 1988. "Intertemporal Substitution in Consumption," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 339-57, April.
  12. Mankiw, N Gregory & Shapiro, Matthew D, 1986. "Risk and Return: Consumption Beta versus Market Beta," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 452-59, August.
  13. Epstein, Larry G & Zin, Stanley E, 1989. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: A Theoretical Framework," Econometrica, Econometric Society, vol. 57(4), pages 937-69, July.
  14. Weil, Philippe, 1990. "Nonexpected Utility in Macroeconomics," The Quarterly Journal of Economics, MIT Press, vol. 105(1), pages 29-42, February.
  15. Hansen, Lars Peter & Singleton, Kenneth J, 1983. "Stochastic Consumption, Risk Aversion, and the Temporal Behavior of Asset Returns," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 249-65, April.
  16. repec:fth:harver:1421 is not listed on IDEAS
  17. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  18. Epstein, Larry G., 1988. "Risk aversion and asset prices," Journal of Monetary Economics, Elsevier, vol. 22(2), pages 179-192, September.
  19. Attanasio, Orazio P & Weber, Guglielmo, 1989. "Intertemporal Substitution, Risk Aversion and the Euler Equation for Consumption," Economic Journal, Royal Economic Society, vol. 99(395), pages 59-73, Supplemen.
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Citations

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Cited by:
  1. Michel Normandin, 1999. "The Integration of Financial Markets and the Conduct of Monetary Policies: The Case of Canada and the United States," Cahiers de recherche CREFE / CREFE Working Papers 67, CREFE, Université du Québec à Montréal.
  2. Aude Pommeret & Anne Epaulard, 2001. "Recursive Utility, Endogenous Growth, and the Welfare Cost of Volatility," IMF Working Papers 01/5, International Monetary Fund.
  3. Pommeret, Aude & Smith, William T., 2005. "Fertility, volatility, and growth," Economics Letters, Elsevier, vol. 87(3), pages 347-353, June.
  4. Stephen Satchell & Susan Thorp, 2008. "Scenario Analysis With Recursive Utility: Dynamic Consumption Plans For Charitable Endowments," CAMA Working Papers 2008-03, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  5. Myung Hoon Yi & Changkyu Choi, 2006. "A GMM test of the precautionary saving hypothesis with nonexpected-utility preferences," Applied Economics, Taylor & Francis Journals, vol. 38(1), pages 71-78.
  6. Campbell, John Y, 1993. "Intertemporal Asset Pricing without Consumption Data," American Economic Review, American Economic Association, vol. 83(3), pages 487-512, June.
  7. Alvis, Camilo & Castrillón, Cristian, 2011. "Tamaño óptimo del gasto público colombiano: una aproximación desde la teoría del crecimiento endógeno," BORRADORES DEPARTAMENTO DE ECONOMÍA 008986, UNIVERSIDAD DE ANTIOQUIA - CIE.
  8. John Y. Campbell, 1995. "Understanding Risk and Return," Harvard Institute of Economic Research Working Papers 1711, Harvard - Institute of Economic Research.
  9. Lee, Wai, 1997. "Covariance risk, consumption risk, and international stock market returns," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(2), pages 491-510.
  10. Taiji Harashima, 2005. "An Estimate of the Elasticity of Intertemporal Substitution in a Production Economy," Macroeconomics 0508030, EconWPA.
  11. Michel Normandin, 2003. "Canadian and U.S. Financial Markets: Testing the International Integration Hypothesis Under Time-Varying Conditional Volatility," Cahiers de recherche 03-08, HEC Montréal, Institut d'économie appliquée.
  12. Gordon, Stephen & Samson, Lucie & Carmichael, Benoit, 1995. "Finite-sample inferences about mean-standard deviation bounds for stochastic discount factors," Economics Letters, Elsevier, vol. 49(3), pages 295-300, September.
  13. Ni, Shawn & Raymon, Neil, 2004. "Price uncertainty and consumer welfare in an intertemporal setting," Journal of Economic Dynamics and Control, Elsevier, vol. 28(9), pages 1877-1901, July.
  14. Robert R. Bliss & Nikolaos Panigirtzoglou, 2001. "Recovering risk aversion from options," Working Paper Series WP-01-15, Federal Reserve Bank of Chicago.

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