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Australian firm characteristics and the cross-section variation in equity returns

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  • Heaney, Richard
  • Koh, SzeKee
  • Lan, Yihui

Abstract

Drawing on the work of Fama and French (1992) and Hou et al. (2011), this study tests the explanatory power of firm characteristics over expected returns for a large sample of Australian firms spanning the period from 1993 to 2012. Consistent with Hou et al. (2011), we find support for size and cash flows for both the full study period and the pre global financial crisis period. There are three significant aspects of this work. First, the impact of some firm characteristics appears sensitive to sample period. We find a premium to firms paying dividends during the pre-global financial crisis (GFC) period, suggesting that franking credits are valuable to Australian shareholders. This is not strongly supported for the full sample. We also observe evidence of a premium to unlevered stocks for the full study period, which is not evident in the pre-GFC period. Second, we use the Fama and French (2015) five factor model to adjust for risk and compare the results with the benchmark Fama and French (1992, 1993) three factor model. Finally, to address the errors-in-variables (EIV) problem, we focus on the risk correction approach developed by Brennan et al. (1998), instead of the traditional Fama and MacBeth (1973) approach.

Suggested Citation

  • Heaney, Richard & Koh, SzeKee & Lan, Yihui, 2016. "Australian firm characteristics and the cross-section variation in equity returns," Pacific-Basin Finance Journal, Elsevier, vol. 37(C), pages 104-115.
    • Handle: RePEc:eee:pacfin:v:37:y:2016:i:c:p:104-115
    DOI: 10.1016/j.pacfin.2016.03.001
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    1. Lewellen, Jonathan, 2015. "The Cross-section of Expected Stock Returns," Critical Finance Review, now publishers, vol. 4(1), pages 1-44, June.
    2. Annette Nguyen & Robert Faff & Philip Gharghori, 2009. "Are the Fama–French factors proxying news related to GDP growth? The Australian evidence," Review of Quantitative Finance and Accounting, Springer, vol. 33(2), pages 141-158, August.
    3. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    4. Eugene F. Fama & Kenneth R. French, 2008. "Dissecting Anomalies," Journal of Finance, American Finance Association, vol. 63(4), pages 1653-1678, August.
    5. Michael Dempsey, 2010. "The book-to-market equity ratio as a proxy for risk: evidence from Australian markets," Australian Journal of Management, Australian School of Business, vol. 35(1), pages 7-21, April.
    6. Karen Benson & Robert Faff & Tom Smith & Steven Cahan, 2014. "Fifty years of finance research in the Asia Pacific Basin," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(2), pages 335-363, June.
    7. Durand, Robert B. & Lan, Yihui & Ng, Andrew, 2011. "Conditional beta: Evidence from Asian emerging markets," Global Finance Journal, Elsevier, vol. 22(2), pages 130-153.
    8. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    9. David J. Beggs & Christopher L. Skeels, 2006. "Market Arbitrage of Cash Dividends and Franking Credits," The Economic Record, The Economic Society of Australia, vol. 82(258), pages 239-252, September.
    10. Denis, David J. & Osobov, Igor, 2008. "Why do firms pay dividends? International evidence on the determinants of dividend policy," Journal of Financial Economics, Elsevier, vol. 89(1), pages 62-82, July.
    11. Galariotis, Emilios C., 2010. "What should we know about momentum investing? The case of the Australian Security Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 18(4), pages 369-389, September.
    12. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    13. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    14. Robert Faff, 2001. "An Examination of the Fama and French Three-Factor Model Using Commercially Available Factors," Australian Journal of Management, Australian School of Business, vol. 26(1), pages 1-17, June.
    15. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    16. 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.
    17. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    18. Narasimhan Jegadeesh & Sheridan Titman, 2001. "Profitability of Momentum Strategies: An Evaluation of Alternative Explanations," Journal of Finance, American Finance Association, vol. 56(2), pages 699-720, April.
    19. Daniel, Kent & Titman, Sheridan, 1997. "Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
    20. repec:bla:jfinan:v:53:y:1998:i:1:p:267-284 is not listed on IDEAS
    21. Paul van Rensburg & Emile Janari, 2008. "Firm-specific characteristics and the cross-section of Australian stock exchange returns," Journal of Asset Management, Palgrave Macmillan, vol. 9(3), pages 193-214, September.
    22. Gray, Philip & Johnson, Jessica, 2011. "The relationship between asset growth and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 670-680, March.
    23. Tim Brailsford & Clive Gaunt & Michael A O’Brien, 2012. "Size and book-to-market factors in Australia," Australian Journal of Management, Australian School of Business, vol. 37(2), pages 261-281, August.
    24. Philip Gharghori & Ronald Lee & Madhu Veeraraghavan, 2009. "Anomalies and stock returns: Australian evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 49(3), pages 555-576, September.
    25. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    26. Gharghori, Philip & Chan, Howard & Faff, Robert, 2009. "Default risk and equity returns: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 17(5), pages 580-593, November.
    27. 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.
    28. Stan Hurn & Vlad Pavlov, 2003. "Momentum in Australian Stock Returns," Australian Journal of Management, Australian School of Business, vol. 28(2), pages 141-155, September.
    29. Michael A. O’Brien & Tim Brailsford & Clive Gaunt, 2010. "Interaction of size, book‐to‐market and momentum effects in Australia," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(1), pages 197-219, March.
    30. Howard Chan & Robert Faff & Paul Kofman, 2011. "Is default risk priced in Australian equity? Exploring the role of the business cycle," Australian Journal of Management, Australian School of Business, vol. 36(2), pages 217-246, August.
    31. Faff, Robert & Gharghori, Philip & Nguyen, Annette, 2014. "Non-nested tests of a GDP-augmented Fama–French model versus a conditional Fama–French model in the Australian stock market," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 627-638.
    32. Robert B. Durand & Manapon Limkriangkrai & Gary Smith, 2006. "In America's thrall: the effects of the US market and US security characteristics on Australian stock returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(4), pages 577-604, December.
    33. Clive Gaunt, 2004. "Size and book to market effects and the Fama French three factor asset pricing model: evidence from the Australian stockmarket," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(1), pages 27-44, March.
    34. Kewei Hou & G. Andrew Karolyi & Bong-Chan Kho, 2011. "What Factors Drive Global Stock Returns?," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2527-2574.
    35. repec:bla:jfinan:v:59:y:2004:i:3:p:1345-1365 is not listed on IDEAS
    36. 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.
    37. 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.
    38. A. S. Hurn & V.Pavlov, 2008. "Momentum in Australian Stock Returns: An Update," NCER Working Paper Series 23, National Centre for Econometric Research, revised 26 Feb 2008.
    39. Robert Faff & David Hillier & Justin Wood, 2000. "Beta and Return: Implications of Australia's Dividend Imputation Tax System," Australian Journal of Management, Australian School of Business, vol. 25(3), pages 245-260, December.
    40. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
    41. Black, Fischer, 1972. "Capital Market Equilibrium with Restricted Borrowing," The Journal of Business, University of Chicago Press, vol. 45(3), pages 444-455, July.
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    More about this item

    Keywords

    Asset pricing; Size; Book to market; Momentum; Cash flow; Earnings; Leverage; Dividends; Penny stocks;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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