Skip to main content
Log in

An empirical investigation of asset pricing models under divergent lending and borrowing rates

  • Published:
Financial Markets and Portfolio Management Aims and scope Submit manuscript

Abstract

Asset pricing theory implies that the estimate of the zero-beta rate should fall between divergent lending and borrowing rates. This paper proposes a formal test of this restriction using the difference between the prime loan rate and the 1-month Treasury bill rate as a proxy for the difference between borrowing and lending rates. Based on simulations, this paper shows that in the ordinary least squares case, the Fama and MacBeth (J Pol Econ 81:607–636, 1973) t-statistic has high power against a general alternative, which is not true of the Shanken (Rev Financ Stud 5:1–33, 1992) and Kan et al. (J Financ doi:https://doi.org/10.1111/jofi.12035, 2013) t-statistics. In the generalized least squares case, all three t-statistics have high power. The empirical investigation highlights that only the intertemporal capital asset pricing model reasonably prices the zero-beta portfolio. Other models, such as the Fama and French (J Financ Econ 33:3–56, 1993) model, do not assign the correct value to the zero-beta rate.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. For a detailed review, see Goyal (2012).

  2. https://doi.org/mba.tuck.dartmouth.edu/pages/faculty/ken.french/data_library.html.

  3. https://doi.org/finance.wharton.upenn.edu/~stambaugh/liq_data_1962_2008.txt.

  4. The data on bond yields are from the U.S. Federal Reserve Board of Governors, identifier H15.

  5. See Table 2.6 Personal Income and Its Disposition, Monthly.

  6. Table 2.8.5 Personal Consumption Expenditures by Major Type of Product, Monthly.

  7. The data on the dividend yield are from Robert Shiller’s website: https://doi.org/www.econ.yale.edu/~shiller/data.htm.

  8. We investigated the empirical power using the type of simulation conducted by Shanken and Zhou (2007), but the differences between the Fama–MacBeth, the Shanken, and the Kan–Robotti–Shanken t-statistics are too small to warrant what is actually seen in empirical tests.

References

  • Bansal, R., Dittmar, R., Lundblad, C.: Consumption, dividends, and the cross section of equity returns. J. Financ. 60, 1972 (2005)

    Article  Google Scholar 

  • Black, F.: Capital market equilibrium with restricted borrowing. J. Bus. 45, 444–455 (1972)

    Article  Google Scholar 

  • Brennan, M.: Capital market equilibrium with divergent borrowing and lending rates. J. Financ. Quant. Anal. 6, 1197–1205 (1971)

    Article  Google Scholar 

  • Campbell, J.: Understanding risk and returns. J. Pol. Econ. 104, 299–345 (1996)

    Article  Google Scholar 

  • Carhart, M.: On persistence in mutual fund performance. J. Financ. 52, 57–82 (1997)

    Article  Google Scholar 

  • Fama, E.F., French, K.R.: Common risk factors in the returns on stocks and bonds. J. Financ. Econ. 33, 3–56 (1993)

    Article  Google Scholar 

  • Fama, E.F., MacBeth, J.: Risk, return and equilibrium: empirical tests. J. Pol. Econ. 81, 607–636 (1973)

    Article  Google Scholar 

  • Forbes, S.M., Paul, C.: Modeling the prime rate: an ordered-response approach. Int. Rev. Econ. Financ. 1, 147–157 (1992)

    Article  Google Scholar 

  • Gibbons, M., Ross, S., Shanken, J.: A test of the efficiency of a given portfolio. Econometrica 57, 1121–1152 (1989)

    Article  Google Scholar 

  • Goldberg, M.: The pricing of the prime rate. J. Bank. Financ. 6, 277–296 (1982)

    Article  Google Scholar 

  • Goyal, A.: Empirical cross-sectional asset pricing: a survey. Financ. Mark. Portf. Manag. 26, 3–38 (2012)

    Article  Google Scholar 

  • Grauer, R., Janmaat, J.A.: On the power of cross-sectional and multivariate tests of the CAPM. J. Bank. Financ. 33, 775–787 (2009)

    Article  Google Scholar 

  • Harvey, C., Morganson, G.: The New York Times Dictionary of Money and Investing. Henry Holt and Company and Times Books, New York (2002)

    Google Scholar 

  • Jagannathan, R., Wang, Y.: Lazy investors, discretionary consumption, and the cross section of stock returns. J. Financ. 62, 1623–1661 (2007)

    Article  Google Scholar 

  • Jagannathan, R., Wang, Z.: The conditional CAPM and the cross-section of expected returns. J. Financ. 51, 3–54 (1996)

    Article  Google Scholar 

  • Kan, R., Robotti, C., Shanken, J.: Pricing model performance and the two-pass cross-sectional regression methodology. J. Financ. (2013). doi:https://doi.org/10.1111/jofi.12035

    Article  Google Scholar 

  • Kan, R., Zhang, C.: Two-pass tests of asset pricing models with useless factors. J. Financ. 54, 203–235 (1999)

    Article  Google Scholar 

  • Kling, J.L.: The dynamic behavior of business loans and the prime rate. J. Bank. Financ. 9, 421–442 (1985)

    Article  Google Scholar 

  • Lettau, M., Ludvigson, S.: Resurrecting the (C)CAPM: a cross-sectional test when risk premia are time-varying. J. Pol. Econ. 109, 1238–1287 (2001)

    Article  Google Scholar 

  • Lewellen, J., Nagel, S., Shanken, J.: A skeptical appraisal of asset-pricing tests. J. Financ. Econ. 96, 175–194 (2010)

    Article  Google Scholar 

  • Li, Q., Vassalou, M., Xing, Y.: Sector investments, growth rates and the cross-section of equity returns. J. Bus. 79, 1637–1665 (2006)

    Article  Google Scholar 

  • Pástor, L., Stambaugh, R.F.: Liquidity risk and expected stock returns. J. Pol. Econ. 111, 642–685 (2003)

    Article  Google Scholar 

  • Petkova, R.: Do Fama-French factors proxy for innovations in predictive variables? J. Financ. 61, 581–612 (2006)

    Article  Google Scholar 

  • Shanken, J.: Testing portfolio efficiency when the zero-beta rate is unknown: a note. J. Financ. 41, 269–276 (1986)

    Article  Google Scholar 

  • Shanken, J.: On the estimation of beta-pricing models. Rev. Financ. Stud. 5, 1–33 (1992)

    Article  Google Scholar 

  • Shanken, J., Zhou, G.: Estimating and testing beta pricing models: alternative methods and their performance in simulations. J. Financ. Econ. 84, 40–86 (2007)

    Article  Google Scholar 

  • Söderlind, P.: C-CAPM refinements and the cross-section of returns. Financ. Mark. Portf. Manag. 20, 49–73 (2006)

    Article  Google Scholar 

  • Vassalou, M.: News related to future GDP growth as a risk factor in equity returns. J. Financ. Econ. 68, 47–73 (2003)

    Article  Google Scholar 

  • Yogo, M.: A consumption-based explanation of expected returns. J. Financ. 61, 539–580 (2006)

    Article  Google Scholar 

Download references

Acknowledgments

We thank the anonymous referee for detailed comments and suggestions that were very helpful in improving the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yacine Hammami.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hammami, Y. An empirical investigation of asset pricing models under divergent lending and borrowing rates. Financ Mark Portf Manag 28, 263–279 (2014). https://doi.org/10.1007/s11408-014-0233-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11408-014-0233-1

Keywords

JEL Classification

Navigation