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Lassen sich CAPM, HCAPM und CCAPM durch konsumbasierte zeitvariable Parameterspezifikation rehabilitieren? / Can Time-varying Parameter Specification Based on Consumption Variables Rehabilitate CAPM, HCAPM and CCAPM?

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  • Auer Benjamin R.

    (Universität Leipzig, Institut für Unternehmensrechnung, Finanzierung und Besteuerung, Grimmaische Straße 12, 04109 Leipzig, Germany)

Abstract

Using a new dataset for the German market, this article analyses whether modeling time-varying stochastic discount factor parameters in the CAPM of Sharpe (1964), the HCAPM of Jagannathan and Wang (1996) and the CCAPM of Lucas (1978) can help to explain the cross-section of book-to-market, size and industry portfolio returns. In addition to classic financial conditioning variables, we focus on modern consumption-based variables - the consumption surplus ratio of Campbell and Cochrane (1999), the consumption-wealth ratio of Lettau and Ludvigson (2001a) and the labour income to consumption ratio of Santos and Veronesi (2006). Our results show that (a) time-varying parameters can drastically increase the empirical fit of the models and that (b) a CAPM using the labour income to consumption ratio as a conditioning variable proves to be the best model specification.

Suggested Citation

  • Auer Benjamin R., 2012. "Lassen sich CAPM, HCAPM und CCAPM durch konsumbasierte zeitvariable Parameterspezifikation rehabilitieren? / Can Time-varying Parameter Specification Based on Consumption Variables Rehabilitate CAPM, ," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 232(5), pages 518-544, October.
    • Handle: RePEc:jns:jbstat:v:232:y:2012:i:5:p:518-544
    DOI: 10.1515/jbnst-2012-0503
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    1. Constantinides, George M & Duffie, Darrell, 1996. "Asset Pricing with Heterogeneous Consumers," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 219-240, April.
    2. Wayne E. Ferson & Campbell R. Harvey, 1999. "Conditioning Variables and the Cross Section of Stock Returns," Journal of Finance, American Finance Association, vol. 54(4), pages 1325-1360, August.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Jagannathan, Ravi & Wang, Zhenyu, 1996. "The Conditional CAPM and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 51(1), pages 3-53, March.
    5. Altonji, Joseph G & Segal, Lewis M, 1996. "Small-Sample Bias in GMM Estimation of Covariance Structures," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 353-366, July.
    6. Campbell, John Y, 1991. "A Variance Decomposition for Stock Returns," Economic Journal, Royal Economic Society, vol. 101(405), pages 157-179, March.
    7. Benjamin Auer, 2011. "Can consumption-based asset pricing models explain the cross-section of investment funds returns?," Applied Financial Economics, Taylor & Francis Journals, vol. 21(17), pages 1273-1279.
    8. Hanno N. Lustig & Stijn G. Van Nieuwerburgh, 2005. "Housing Collateral, Consumption Insurance, and Risk Premia: An Empirical Perspective," Journal of Finance, American Finance Association, vol. 60(3), pages 1167-1219, June.
    9. Brennan, Michael J. & Xia, Yihong, 2005. "tay's as good as cay," Finance Research Letters, Elsevier, vol. 2(1), pages 1-14, March.
    10. Britta Hamburg & Mathias Hoffmann & Joachim Keller, 2008. "Consumption, wealth and business cycles in Germany," Empirical Economics, Springer, vol. 34(3), pages 451-476, June.
    11. Lewellen, Jonathan & Nagel, Stefan & Shanken, Jay, 2010. "A skeptical appraisal of asset pricing tests," Journal of Financial Economics, Elsevier, vol. 96(2), pages 175-194, May.
    12. Møller, Stig Vinther, 2009. "Habit persistence: Explaining cross-sectional variation in returns and time-varying expected returns," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 525-536, September.
    13. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    14. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246, National Bureau of Economic Research, Inc.
    15. repec:fth:harver:1435 is not listed on IDEAS
    16. Annette Vissing-Jorgensen, 2002. "Limited Asset Market Participation and the Elasticity of Intertemporal Substitution," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 825-853, August.
    17. Lettau, Martin & Ludvigson, Sydney C., 2005. "Expected returns and expected dividend growth," Journal of Financial Economics, Elsevier, vol. 76(3), pages 583-626, June.
    18. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    19. Lettau, Martin & Ludvigson, Sydney C., 2005. "tay's as good as cay: Reply," Finance Research Letters, Elsevier, vol. 2(1), pages 15-22, March.
    20. Tom Engsted & Stig V. Møller, 2010. "An iterated GMM procedure for estimating the Campbell-Cochrane habit formation model, with an application to Danish Stock and bond returns," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 213-227.
    21. Sabine Artmann & Philipp Finter & Alexander Kempf & Stefan Koch & Erik Theissen, 2012. "The Cross-Section of German Stock Returns: New Data and New Evidence," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 64(1), pages 20-43, January.
    22. Hodrick, Robert J, 1992. "Dividend Yields and Expected Stock Returns: Alternative Procedures for Inference and Measurement," The Review of Financial Studies, Society for Financial Studies, vol. 5(3), pages 357-386.
    23. Shanken, Jay, 1987. "Multivariate proxies and asset pricing relations : Living with the Roll critique," Journal of Financial Economics, Elsevier, vol. 18(1), pages 91-110, March.
    24. Martin Lettau & Sydney Ludvigson, 2001. "Resurrecting the (C)CAPM: A Cross-Sectional Test When Risk Premia Are Time-Varying," Journal of Political Economy, University of Chicago Press, vol. 109(6), pages 1238-1287, December.
    25. Hansen, Lars Peter & Jagannathan, Ravi, 1997. "Assessing Specification Errors in Stochastic Discount Factor Models," Journal of Finance, American Finance Association, vol. 52(2), pages 557-590, June.
    26. Sergei Sarkissian, 2003. "Incomplete Consumption Risk Sharing and Currency Risk Premiums," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 983-1005, July.
    27. Y. Li & W. Lu & M. Zhong, 2011. "The predictability of industry portfolio returns," Applied Economics, Taylor & Francis Journals, vol. 43(22), pages 2865-2881.
    28. Mathias Hoffmann, 2005. "Proprietary Income, Entrepreneurial Risk and the Predictability of U.S. Stock Returns," Computing in Economics and Finance 2005 229, Society for Computational Economics.
    29. Annette Vissing-Jørgensen & Orazio P. Attanasio, 2003. "Stock-Market Participation, Intertemporal Substitution, and Risk-Aversion," American Economic Review, American Economic Association, vol. 93(2), pages 383-391, May.
    30. Ray Chou & Robert F. Engle & Alex Kane, 1991. "Measuring Risk Aversion From Excess Returns on a Stock Index," NBER Working Papers 3643, National Bureau of Economic Research, Inc.
    31. Lewellen, Jonathan & Nagel, Stefan, 2006. "The conditional CAPM does not explain asset-pricing anomalies," Journal of Financial Economics, Elsevier, vol. 82(2), pages 289-314, November.
    32. Campbell, John Y., 2003. "Consumption-based asset pricing," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 13, pages 803-887, Elsevier.
    33. Viale, Ariel M. & Kolari, James W. & Fraser, Donald R., 2009. "Common risk factors in bank stocks," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 464-472, March.
    34. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    35. Harvey, Campbell R., 1989. "Time-varying conditional covariances in tests of asset pricing models," Journal of Financial Economics, Elsevier, vol. 24(2), pages 289-317.
    36. Tano Santos & Pietro Veronesi, 2006. "Labor Income and Predictable Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 1-44.
    37. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    38. Kandel, Shmuel & Stambaugh, Robert F, 1990. "Expectations and Volatility of Consumption and Asset Returns," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 207-232.
    39. Nick Durack & Robert B. Durand & Ross A. Maller, 2004. "A best choice among asset pricing models? The Conditional Capital Asset Pricing Model in Australia," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(2), pages 139-162, July.
    40. Craig Burnside, 2007. "The Forward Premium is Still a Puzzle," NBER Working Papers 13129, National Bureau of Economic Research, Inc.
    41. Roll, Richard, 1977. "A critique of the asset pricing theory's tests Part I: On past and potential testability of the theory," Journal of Financial Economics, Elsevier, vol. 4(2), pages 129-176, March.
    42. Campbell, John Y, 1996. "Understanding Risk and Return," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 298-345, April.
    43. Lund, Jesper & Engsted, Tom, 1996. "GMM and present value tests of the C-CAPM: evidence from the Danish, German, Swedish and UK stock markets," Journal of International Money and Finance, Elsevier, vol. 15(4), pages 497-521, August.
    44. Mark Meyer & Peter Winker*, 2005. "Using HP Filtered Data for Econometric Analysis: Some Evidence from Monte Carlo Simulations," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 89(3), pages 303-320, August.
    45. Shanken, Jay, 1992. "On the Estimation of Beta-Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 5(1), pages 1-33.
    46. Polkovnichenko, Valery, 2004. "Limited stock market participation and the equity premium," Finance Research Letters, Elsevier, vol. 1(1), pages 24-34, March.
    47. Lo, Andrew W & MacKinlay, A Craig, 1990. "Data-Snooping Biases in Tests of Financial Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 3(3), pages 431-467.
    48. Jonathan A. Parker & Christian Julliard, 2005. "Consumption Risk and the Cross Section of Expected Returns," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 185-222, February.
    49. Li, Yuming, 2001. "Expected Returns and Habit Persistence," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 861-899.
    50. John H. Cochrane (ed.), 2006. "Financial Markets and the Real Economy," Books, Edward Elgar Publishing, number 2923.
    51. Stuart Hyde & Mohamed Sherif, 2005. "Consumption Asset Pricing Models: Evidence From The Uk," Manchester School, University of Manchester, vol. 73(3), pages 343-363, June.
    52. Joachim Grammig & Andreas Schrimpf & Michael Schuppli, 2009. "Long-horizon consumption risk and the cross-section of returns: new tests and international evidence," The European Journal of Finance, Taylor & Francis Journals, vol. 15(5-6), pages 511-532.
    53. Ioannidis, C. & Peel, D.A. & Matthews, K.P.G., 2006. "Expected stock returns, aggregate consumption and wealth: Some further empirical evidence," Journal of Macroeconomics, Elsevier, vol. 28(2), pages 439-445, June.
    54. John Heaton & Deborah Lucas, 2000. "Portfolio Choice and Asset Prices: The Importance of Entrepreneurial Risk," Journal of Finance, American Finance Association, vol. 55(3), pages 1163-1198, June.
    55. Anonymous, 2010. "Asymmetries in Habit Formation," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 1-1, February.
    56. Kothari, S P & Shanken, Jay & Sloan, Richard G, 1995. "Another Look at the Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 185-224, March.
    57. Alvin Tan & Graham Voss, 2003. "Consumption and Wealth in Australia," The Economic Record, The Economic Society of Australia, vol. 79(244), pages 39-56, March.
    58. Hahn, Jaehoon & Lee, Hangyong, 2006. "Interpreting the predictive power of the consumption-wealth ratio," Journal of Empirical Finance, Elsevier, vol. 13(2), pages 183-202, March.
    59. Harrison, J. Michael & Kreps, David M., 1979. "Martingales and arbitrage in multiperiod securities markets," Journal of Economic Theory, Elsevier, vol. 20(3), pages 381-408, June.
    60. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    61. Emilio Fernandez-Corugedo & Simon Price & Andrew Blake, 2003. "The dynamics of consumers' expenditure: the UK consumption ECM redux," Bank of England working papers 204, Bank of England.
    62. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    63. Engsted, Tom & Hyde, Stuart & Møller, Stig V., 2010. "Habit formation, surplus consumption and return predictability: International evidence," Journal of International Money and Finance, Elsevier, vol. 29(7), pages 1237-1255, November.
    64. Hyde, Stuart & Sherif, Mohamed, 2010. "Consumption asset pricing and the term structure," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(1), pages 99-109, February.
    65. Cochrane, John H, 1996. "A Cross-Sectional Test of an Investment-Based Asset Pricing Model," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 572-621, June.
    66. Motohiro Yogo, 2006. "A Consumption‐Based Explanation of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 61(2), pages 539-580, April.
    67. Andreas Schrimpf & Michael Schröder & Richard Stehle, 2007. "Cross‐sectional Tests of Conditional Asset Pricing Models: Evidence from the German Stock Market," European Financial Management, European Financial Management Association, vol. 13(5), pages 880-907, November.
    68. Li, Yuming & Zhong, Maosen, 2005. "Consumption habit and international stock returns," Journal of Banking & Finance, Elsevier, vol. 29(3), pages 579-601, March.
    69. Black, Fischer, 1972. "Capital Market Equilibrium with Restricted Borrowing," The Journal of Business, University of Chicago Press, vol. 45(3), pages 444-455, July.
    70. Elsas, Ralf & El-Shaer, Mahmoud & Theissen, Erik, 2003. "Beta and returns revisited: Evidence from the German stock market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(1), pages 1-18, February.
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