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Simultaneous Estimation of Cost of Equity and Expected Earnings of Individual Firms with the Residual Income Model

Author

Listed:
  • Tetsuya Adachi

    (Bank of Japan; (currently, Financial Services Agency, Government of Japan))

  • Takashi Asano

    (Tokyo Metropolitan University)

  • Tatsushi Okuda

    (Bank of Japan)

Abstract

On the basis of the residual income model, we propose a statistical model for inferring implied cost of equity (COE) from cross- sectional data on stock prices and firms' attributes. The model is estimated using a quasimaximum likelihood approach to simultaneously identify the COE, expected earnings growth rates, and expected excess earnings durations of individual Japanese firms listed on the First Section of the Tokyo Stock Exchange (excluding the financial industry sector). The estimation results show that the individual firms' attributes, such as industry sector, cash-flow/price ratio, and dividend/ price ratio, are key determinants of the COE. Besides, we find that the distribution of individual firms' COE has changed over time, which suggests that it is crucial to take account of market conditions and financial situations of the firms in the estimation. Moreover, our estimates of the firms' COE have a positive relation with expected returns on their stocks, and the relation is stronger than those obtained with existing models.

Suggested Citation

  • Tetsuya Adachi & Takashi Asano & Tatsushi Okuda, 2016. "Simultaneous Estimation of Cost of Equity and Expected Earnings of Individual Firms with the Residual Income Model," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 34, pages 1-38, November.
    • Handle: RePEc:ime:imemes:v:34:y:2016:p:1-38
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    References listed on IDEAS

    as
    1. Chan, Louis K C & Hamao, Yasushi & Lakonishok, Josef, 1991. "Fundamentals and Stock Returns in Japan," Journal of Finance, American Finance Association, vol. 46(5), pages 1739-1764, December.
    2. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    3. Fernandez, Pablo & del Campo, Javier, 2011. "Market risk premium used in 2010 by professors: A survey with 1,500 answers," IESE Research Papers D/911, IESE Business School.
    4. James A. Ohlson, 1991. "The theory of value and earnings, and an introduction to the Ball†Brown analysis," Contemporary Accounting Research, John Wiley & Sons, vol. 8(1), pages 1-19, September.
    5. 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.
    6. Kothari, S. P. & Shanken, Jay, 1997. "Book-to-market, dividend yield, and expected market returns: A time-series analysis," Journal of Financial Economics, Elsevier, vol. 44(2), pages 169-203, May.
    7. 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.
    8. 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.
    9. Campbell, John Y. & Yogo, Motohiro, 2006. "Efficient tests of stock return predictability," Journal of Financial Economics, Elsevier, vol. 81(1), pages 27-60, July.
    10. Richard D. F. Harris, 1999. "The Accuracy, Bias and Efficiency of Analysts’ Long Run Earnings Growth Forecasts," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(5‐6), pages 725-755, June.
    11. JULES H. Van BINSBERGEN & RALPH S. J. KOIJEN, 2010. "Predictive Regressions: A Present‐Value Approach," Journal of Finance, American Finance Association, vol. 65(4), pages 1439-1471, August.
    12. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    13. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    14. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    15. Maio, Paulo & Santa-Clara, Pedro, 2015. "Dividend Yields, Dividend Growth, and Return Predictability in the Cross Section of Stocks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 33-60, April.
    16. Bhandari, Laxmi Chand, 1988. " Debt/Equity Ratio and Expected Common Stock Returns: Empirical Evidence," Journal of Finance, American Finance Association, vol. 43(2), pages 507-528, June.
    17. Dechow, Patricia M. & Sloan, Richard G., 1997. "Returns to contrarian investment strategies: Tests of naive expectations hypotheses," Journal of Financial Economics, Elsevier, vol. 43(1), pages 3-27, January.
    18. James Claus & Jacob Thomas, 2001. "Equity Premia as Low as Three Percent? Evidence from Analysts' Earnings Forecasts for Domestic and International Stock Markets," Journal of Finance, American Finance Association, vol. 56(5), pages 1629-1666, October.
    19. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    20. Jung, Boochun & Shane, Philip B. & Sunny Yang, Yanhua, 2012. "Do financial analysts' long-term growth forecasts matter? Evidence from stock recommendations and career outcomes," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 55-76.
    21. La Porta, Rafael, 1996. "Expectations and the Cross-Section of Stock Returns," Journal of Finance, American Finance Association, vol. 51(5), pages 1715-1742, December.
    22. Leonard, William N, 1971. "Research and Development in Industrial Growth," Journal of Political Economy, University of Chicago Press, vol. 79(2), pages 232-256, March-Apr.
    23. Fernandez, Pablo & del Campo, Javier, 2011. "Market risk premium used in 2010 by analysts and companies: A survey with 2.400 answers," IESE Research Papers D/912, IESE Business School.
    24. Christine A. Botosan & Marlene A. Plumlee & HE Wen, 2011. "The Relation between Expected Returns, Realized Returns, and Firm Risk Characteristics," Contemporary Accounting Research, John Wiley & Sons, vol. 28(4), pages 1085-1122, December.
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    More about this item

    Keywords

    Implied cost of equity; Residual income model; Quasimaximum likelihood approach;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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