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Accounting‐Based Probabilistic Prediction of ROE, the Residual Income Valuation Model and the Assessment of Mispricing in the Swedish Stock Market

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  • STINA SKOGSVIK
  • KENTH SKOGSVIK

Abstract

Using Swedish stock market data, this study investigates whether an investment strategy based on publicly available accounting information can generate abnormal investment returns. The strategy involves two steps. First, an accounting-based probabilistic prediction model of changes in the medium‐term book return on owners' equity (ROE) is estimated. Second, market expectations of changes in medium‐term ROE are assessed through observed stock prices and the residual income valuation model. Stock market positions over 36‐month holding periods are taken when the accounting‐based predictions of ROE and the market expectations differ. Over the period 1983–2003, the investment strategy generated values of Jensen's alpha corresponding to an average monthly excess return for a hedge position of up to 0.8% for a sample of manufacturing companies. In the main this hedge return was caused by strong positive returns to the long positions, and additional analyses show that the returns appear to have been affected by a positive market sentiment bias (i.e., positive ROE surprises being associated with stronger price reactions than negative ROE surprises) making out‐of‐sample inferences somewhat dubious. Furthermore, most of the investment returns accrued over holding periods up to around 1995, with no indications of market mispricing over the last third (1995–2003) of the investment period. The empirical results are consistent with market investors having become more sophisticated in their use of publicly available accounting information over time.

Suggested Citation

  • Stina Skogsvik & Kenth Skogsvik, 2010. "Accounting‐Based Probabilistic Prediction of ROE, the Residual Income Valuation Model and the Assessment of Mispricing in the Swedish Stock Market," Abacus, Accounting Foundation, University of Sydney, vol. 46(4), pages 387-418, December.
  • Handle: RePEc:bla:abacus:v:46:y:2010:i:4:p:387-418
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    File URL: http://hdl.handle.net/10.1111/j.1467-6281.2010.00325.x
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    References listed on IDEAS

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    1. 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.
    2. Holthausen, Robert W. & Larcker, David F., 1992. "The prediction of stock returns using financial statement information," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 373-411, August.
    3. Frankel, Richard & Lee, Charles M. C., 1998. "Accounting valuation, market expectation, and cross-sectional stock returns," Journal of Accounting and Economics, Elsevier, vol. 25(3), pages 283-319, June.
    4. repec:bla:joares:v:38:y:2000:i:2:p:221-242 is not listed on IDEAS
    5. Bambang Setiono, 1998. "Predicting Stock Returns Using Financial Statement Information," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5&6), pages 631-657.
    6. Stina Skogsvik, 2008. "Financial Statement Information, the Prediction of Book Return on Owners' Equity and Market Efficiency: The Swedish Case," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(7-8), pages 795-817.
    7. Ou, Jane A. & Penman, Stephen H., 1989. "Financial statement analysis and the prediction of stock returns," Journal of Accounting and Economics, Elsevier, vol. 11(4), pages 295-329, November.
    8. Stober, Thomas L., 1992. "Summary financial statement measures and analysts' forecasts of earnings," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 347-372, August.
    9. Zhang, Xiao-Jun, 2000. "Conservative accounting and equity valuation," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 125-149, February.
    10. Charles M. C. Lee & James Myers & Bhaskaran Swaminathan, 1999. "What is the Intrinsic Value of the Dow?," Journal of Finance, American Finance Association, vol. 54(5), pages 1693-1741, October.
    11. Palepu, Krishna G., 1986. "Predicting takeover targets : A methodological and empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 8(1), pages 3-35, March.
    12. repec:bla:joares:v:20:y:1982:i:2:p:639-653 is not listed on IDEAS
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