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Equity Prices and Fundamentals: a DDM-APT Mixed Approach

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  • Fredj Jawadi
  • Georges Prat

Abstract

This paper focuses on the linkages between equity prices and fundamentals for 27 individual shares from the French stock price index (CAC40). To assess fundamental value, the traditional Dividend Discount Model (DDM) equities’ valuation principle is coupled with the Portfolio Choice Theory based on the Arbitrage Pricing Theory (APT). This yields a general equity valuation relationship for which the APT determines the long-term risk premium included in the DDM. Interestingly, restrictions are less significant than in the usual approaches since the number of risk premium factors is not limited a priori by the theory. Accordingly, our empirical results point to two major findings. On the one hand, while results in the literature based on the DDM showed that fundamental value dynamics are very smooth with respect to stock price indices, our DDM-APT model reproduces both trends and major share price fluctuations. On the other hand, a simple linear Error Correction Model (ECM) highlighted a mean-reversion process of equity prices towards their fundamental values.

Suggested Citation

  • Fredj Jawadi & Georges Prat, 2015. "Equity Prices and Fundamentals: a DDM-APT Mixed Approach," Working Papers 2015-630, Department of Research, Ipag Business School.
  • Handle: RePEc:ipg:wpaper:2015-630
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    1. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    2. Dick van Dijk & Timo Terasvirta & Philip Hans Franses, 2002. "Smooth Transition Autoregressive Models — A Survey Of Recent Developments," Econometric Reviews, Taylor & Francis Journals, vol. 21(1), pages 1-47.
    3. Shiller, Robert J. & Beltratti, Andrea E., 1992. "Stock prices and bond yields : Can their comovements be explained in terms of present value models?," Journal of Monetary Economics, Elsevier, vol. 30(1), pages 25-46, October.
    4. Campbell, John & Shiller, Robert, 1988. "Stock Prices, Earnings, and Expected Dividends," Scholarly Articles 3224293, Harvard University Department of Economics.
    5. Klaus Adam & Albert Marcet & Juan Pablo Nicolini, 2016. "Stock Market Volatility and Learning," Journal of Finance, American Finance Association, vol. 71(1), pages 33-82, February.
    6. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    7. Shleifer, Andrei & Summers, Lawrence H, 1990. "The Noise Trader Approach to Finance," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 19-33, Spring.
    8. Campbell, John Y, 1991. "A Variance Decomposition for Stock Returns," Economic Journal, Royal Economic Society, vol. 101(405), pages 157-179, March.
    9. Barberis, Nicholas & Thaler, Richard, 2003. "A survey of behavioral finance," 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 18, pages 1053-1128, Elsevier.
    10. Boswijk, H. Peter & Hommes, Cars H. & Manzan, Sebastiano, 2007. "Behavioral heterogeneity in stock prices," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 1938-1970, June.
    11. Roll, Richard & Ross, Stephen A, 1980. "An Empirical Investigation of the Arbitrage Pricing Theory," Journal of Finance, American Finance Association, vol. 35(5), pages 1073-1103, December.
    12. John Heaton & Deborah Lucas, 2000. "Stock prices and fundamentals," Proceedings, Federal Reserve Bank of San Francisco, issue Apr.
    13. John Y. Campbell & Robert J. Shiller, 2001. "Valuation Ratios and the Long-Run Stock Market Outlook: An Update," NBER Working Papers 8221, National Bureau of Economic Research, Inc.
    14. Welch, Ivo, 2000. "Views of Financial Economists on the Equity Premium and on Professional Controversies," The Journal of Business, University of Chicago Press, vol. 73(4), pages 501-537, October.
    15. Eugene F. Fama & Kenneth R. French, 2002. "The Equity Premium," Journal of Finance, American Finance Association, vol. 57(2), pages 637-659, April.
    16. Engle, R. F. & Granger, C. W. J. (ed.), 1991. "Long-Run Economic Relationships: Readings in Cointegration," OUP Catalogue, Oxford University Press, number 9780198283393, Decembrie.
    17. Georges Prat, 2007. "Les comportements boursiers sont-ils eulériens ?," Revue économique, Presses de Sciences-Po, vol. 58(2), pages 427-453.
    18. Cheolbeom Park, 2006. "Rational Beliefs or Distorted Beliefs: The Equity Premium Puzzle and Micro Survey Data," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 677-689, January.
    19. Gordon, Lawrence A. & Loeb, Stephen E., 2000. "The management of earnings," Journal of Accounting and Public Policy, Elsevier, vol. 19(4-5), pages 311-311.
    20. Kent Daniel & David Hirshleifer & Avanidhar Subrahmanyam, 1998. "Investor Psychology and Security Market Under- and Overreactions," Journal of Finance, American Finance Association, vol. 53(6), pages 1839-1885, December.
    21. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-436, June.
    22. Pok-sang Lam & Stephen G. Cecchetti & Nelson C. Mark, 2000. "Asset Pricing with Distorted Beliefs: Are Equity Returns Too Good to Be True?," American Economic Review, American Economic Association, vol. 90(4), pages 787-805, September.
    23. Bekaert, Geert & Engstrom, Eric, 2010. "Inflation and the stock market: Understanding the "Fed Model"," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 278-294, April.
    24. Prat, Georges, 2013. "Equity risk premium and time horizon: What do the U.S. secular data say?," Economic Modelling, Elsevier, vol. 34(C), pages 76-88.
    25. Malkiel, Burton G & Cragg, John G, 1970. "Expectations and the Structure of Share Prices," American Economic Review, American Economic Association, vol. 60(4), pages 601-617, September.
    26. Myron J. Gordon & Eli Shapiro, 1956. "Capital Equipment Analysis: The Required Rate of Profit," Management Science, INFORMS, vol. 3(1), pages 102-110, October.
    27. Fredj Jawadi & Georges Prat, 2012. "Arbitrage Costs and Nonlinear Stock Price Adjustment in the G7 Countries," Post-Print hal-01385801, HAL.
    28. Lansing, Kevin J., 2016. "On variance bounds for asset price changes," Journal of Financial Markets, Elsevier, vol. 28(C), pages 132-148.
    29. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 1.
    30. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    31. Barberis, Nicholas & Shleifer, Andrei & Vishny, Robert, 1998. "A model of investor sentiment," Journal of Financial Economics, Elsevier, vol. 49(3), pages 307-343, September.
    32. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, vol. 22(1), pages 3-25, October.
    33. Terasvirta, Timo & Yang, Yukai, 2014. "Specification, estimation and evaluation of vector smooth transition autoregressive models with applications," LIDAM Discussion Papers CORE 2014062, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    34. Summers, Lawrence H, 1986. "Does the Stock Market Rationally Reflect Fundamental Values?," Journal of Finance, American Finance Association, vol. 41(3), pages 591-601, July.
    35. Campbell, John Y & Shiller, Robert J, 1988. " Stock Prices, Earnings, and Expected Dividends," Journal of Finance, American Finance Association, vol. 43(3), pages 661-676, July.
    36. Georges Prat, 2013. "Equity risk premia and time horizon : what do US secular data say?," Post-Print hal-01385867, HAL.
    37. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    38. François Gardes & Georges Prat (ed.), 2000. "Price Expectations in Goods and Financial Markets," Books, Edward Elgar Publishing, number 2016.
    39. Cecchetti, Stephen G & Lam, Pok-sang & Mark, Nelson C, 1990. "Mean Reversion in Equilibrium Asset Prices," American Economic Review, American Economic Association, vol. 80(3), pages 398-418, June.
    40. 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.
    41. Anderson, Heather M, 1997. "Transaction Costs and Non-linear Adjustment towards Equilibrium in the US Treasury Bill Market," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(4), pages 465-484, November.
    42. Allen, D.E & Yang, W, 2004. "Do UK stock prices deviate from fundamentals?," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 373-383.
    43. Alain Abou & Georges Prat, 2009. "The dynamics of U.S. equity risk premia: lessons from professionals'view," EconomiX Working Papers 2009-25, University of Paris Nanterre, EconomiX.
    44. Georges Prat & François Gardes, 2000. "Price expectations in goods and financial markets," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00172996, HAL.
    45. Alain Abou & Georges Prat, 2000. "Modelling stock price expectations: lessons from microdata," Post-Print halshs-00173096, HAL.
    46. M. Rahman & M. Hassan, 2013. "Firm fundamentals and stock prices in emerging Asian stock markets: some panel data evidence," Review of Quantitative Finance and Accounting, Springer, vol. 41(3), pages 463-487, October.
    47. Narayana R. Kocherlakota, 1996. "The Equity Premium: It's Still a Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(1), pages 42-71, March.
    48. John G. Cragg & Burton G. Malkiel, 1982. "Expectations and the Structure of Share Prices," NBER Books, National Bureau of Economic Research, Inc, number crag82-1, May.
    49. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 2.
    50. Poterba, James M. & Summers, Lawrence H., 1988. "Mean reversion in stock prices : Evidence and Implications," Journal of Financial Economics, Elsevier, vol. 22(1), pages 27-59, October.
    51. Jawadi, Fredj & Louhichi, Waël & Idi Cheffou, Abdoulkarim, 2015. "Testing and modeling jump contagion across international stock markets: A nonparametric intraday approach," Journal of Financial Markets, Elsevier, vol. 26(C), pages 64-84.
    52. Kryzanowski, Lawrence & Lalancette, Simon & To, Minh Chau, 1997. "Performance Attribution using an APT with Prespecified Macrofactors and Time-Varying Risk Premia and Betas," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(2), pages 205-224, June.
    53. Laurence Booth, 1998. "A New Model For Estimating Risk Premiums (Along With Some Evidence Of Their Decline)," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(1), pages 109-120, March.
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    Cited by:

    1. Fredj Jawadi & Souhir Chlibi & Abdoulkarim Idi Cheffou, 2019. "Computing stock price comovements with a three-regime panel smooth transition error correction model," Annals of Operations Research, Springer, vol. 274(1), pages 331-345, March.
    2. Georges Prat & David Le Bris, 2019. "Equity Risk Premium and Time Horizon: what do the French secular data say ?," Working Papers hal-04141877, HAL.
    3. Jawadi, Fredj & Jawadi, Nabila & Idi Cheffou, Abdoukarim, 2019. "A statistical analysis of uncertainty for conventional and ethical stock indexes," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 9-17.
    4. Georges Prat & David Le Bris, 2019. "Equity Risk Premium and Time Horizon: what do the French secular data say ?," EconomiX Working Papers 2019-8, University of Paris Nanterre, EconomiX.

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    More about this item

    Keywords

    stock valuation; equity risk premium; stock price adjustment.;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes

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