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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. 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.
  2. 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.
  3. 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.
  4. Matthew D. Shapiro & N. Gregory Mankiw, 1985. "Risk and Return: Consumption Beta Versus Market Beta," Cowles Foundation Discussion Papers 738, Cowles Foundation for Research in Economics, Yale University.
  5. Weil, Philippe, 1990. "Nonexpected Utility in Macroeconomics," The Quarterly Journal of Economics, MIT Press, vol. 105(1), pages 29-42, February.
  6. 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.
  7. repec:fth:harver:1421 is not listed on IDEAS
  8. 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.
  9. 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.
  10. 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.
  11. Bergman, Yaacov Z., 1985. "Time preference and capital asset pricing models," Journal of Financial Economics, Elsevier, vol. 14(1), pages 145-159, March.
  12. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-45, November.
  13. Alberto Giovannini & Philippe Jorion, 1988. "The Time-Variation of Risk and Return in the Foreign Exchange and Stock Markets," NBER Working Papers 2573, National Bureau of Economic Research, Inc.
  14. Kreps, David M & Porteus, Evan L, 1979. "Dynamic Choice Theory and Dynamic Programming," Econometrica, Econometric Society, vol. 47(1), pages 91-100, January.
  15. Robert E. Hall, 1981. "Intertemporal Substitution in Consumption," NBER Working Papers 0720, National Bureau of Economic Research, Inc.
  16. G. Constantinides, 1990. "Habit formation: a resolution of the equity premium puzzle," Levine's Working Paper Archive 1397, David K. Levine.
  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. 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.
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Citations

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Cited by:
  1. 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.
  2. 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.
  3. Campbell, John, 1996. "Understanding Risk and Return," Scholarly Articles 3153293, Harvard University Department of Economics.
  4. Stephen Satchell & Susan Thorp, 2007. "Scenario Analysis with Recursive Utility: Dynamic Consumption Plans for Charitable Endowments," Research Paper Series 209, Quantitative Finance Research Centre, University of Technology, Sydney.
  5. 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.
  6. John Y. Campbell, 1992. "Intertemporal Asset Pricing Without Consumption Data," NBER Working Papers 3989, National Bureau of Economic Research, Inc.
  7. 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.
  8. Robert R. Bliss & Nikolaos Panigirtzoglou, 2001. "Recovering risk aversion from options," Working Paper Series WP-01-15, Federal Reserve Bank of Chicago.
  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. Aude POMMERET & William T. SMITH, 2004. "Fertility, Volatility, and Growth," Cahiers de Recherches Economiques du Département d'Econométrie et d'Economie politique (DEEP) 04.08, Université de Lausanne, Faculté des HEC, DEEP.
  12. Aude Pommeret & Anne Epaulard, 2001. "Recursive Utility, Endogenous Growth, and the Welfare Cost of Volatility," IMF Working Papers 01/5, International Monetary Fund.
  13. 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.
  14. 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.

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