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Evaluating Asset-Pricing Models Using The Hansen-Jagannathan Bound: A Monte Carlo Investigation

Author

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  • Christopher Otrok
  • B. Ravikumar
  • Charles H. Whiteman
Abstract
We conduct Monte Carlo experiments to examine whether the bound proposed by Hansen and Jagannathan (1991) is a useful device for evaluating asset pricing models. Specifically, we use recently developed statistical tests, which are based on a 'distance' between the model and the Hansen-Jagannathan bound, to compute the rejection rates of true models. We provide finite-sample critical values for asset pricing models with time separable preferences, and show how they depend upon nuisance parameters—risk aversion and the rate of time preference. Further, we show that the finite-sample distribution of the test statistic associated with the risk-neutral case is extreme, in the sense that critical values based on this distribution will deliver type I errors no larger than intended—regardless of risk aversion or the rate of time preference. Extending the analysis to accommodate other preferences, we show that in the state non-separable case, the small-sample distributions of the test statistics are influenced significantly by the degree of intertemporal substitution, but not by attitudes toward risk. For habit formation preferences, the small-sample distributions are strongly influenced by the habit parameter. However, the maximal-size critical values for time-separable preferences are appropriate for habit formation as well as state non-separable preferences. We conclude that with these critical values the HJ bound is indeed a useful evaluation device. We then use the critical values to evaluate three asset pricing models using U.S. data. We find evidence against the time-separable model and mixed evidence on the remaining two models.

Suggested Citation

  • Christopher Otrok & B. Ravikumar & Charles H. Whiteman, 2000. "Evaluating Asset-Pricing Models Using The Hansen-Jagannathan Bound: A Monte Carlo Investigation," Virginia Economics Online Papers 350, University of Virginia, Department of Economics.
    • Handle: RePEc:vir:virpap:350
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    References listed on IDEAS

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    Cited by:

    1. Raymond Kan & Cesare Robotti, 2016. "The Exact Distribution of the Hansen–Jagannathan Bound," Management Science, INFORMS, vol. 62(7), pages 1915-1943, July.
    2. Raymond Kan & Cesare Robotti, 2008. "The exact distribution of the Hansen-Jagannathan bound," FRB Atlanta Working Paper 2008-09, Federal Reserve Bank of Atlanta.
    3. Qiang Zhang, 2004. "Accounting for Human Capital and Weak Identification in Evaluating the Esptein-Zin-Weil Non-Expected Utility Model of Asset Pricing," CIRJE F-Series CIRJE-F-289, CIRJE, Faculty of Economics, University of Tokyo.
    4. Houssa, Romain, 2013. "Uncertainty about welfare effects of consumption fluctuations," European Economic Review, Elsevier, vol. 59(C), pages 35-62.
    5. Silos, Pedro, 2006. "Assessing Markov chain approximations: A minimal econometric approach," Journal of Economic Dynamics and Control, Elsevier, vol. 30(6), pages 1063-1079, June.
    6. Christopher Otrok & B. Ravikumar, 2020. "Asset Pricing Through the Lens of the Hansen-Jagannathan Bound," Review, Federal Reserve Bank of St. Louis, vol. 102(3), pages 255-269, July.
    7. repec:bla:jecsur:v:16:y:2002:i:3:p:301-55 is not listed on IDEAS
    8. Jeon, Junkee & Koo, Hyeng Keun & Shin, Yong Hyun, 2018. "Portfolio selection with consumption ratcheting," Journal of Economic Dynamics and Control, Elsevier, vol. 92(C), pages 153-182.
    9. Otrok, Christopher & Ravikumar, B & Whiteman, Charles, 2001. "Stochastic Discount Factor Models and the Equity Premium Puzzle," MPRA Paper 22938, University Library of Munich, Germany, revised Nov 2004.

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    More about this item

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects

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