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The cross-section of stock returns in an early stock market

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  • Ye, Qing
  • Turner, John D.
Abstract
Using a new dataset which contains monthly data on 1,015 stocks traded on the London Stock Exchange between 1825 and 1870, we investigate the cross section of stock returns in this early capital market. Unique features of this market allow us to evaluate the veracity of several popular explanations of asset pricing behavior. Using portfolio analysis and Fama-MacBeth regressions, we find that stock characteristics such as beta, illiquidity, dividend yield, and past-year return performance are all positively correlated with stock returns. However, market capitalization and past-three-year return performance have no significant correlation with stock returns.

Suggested Citation

  • Ye, Qing & Turner, John D., 2014. "The cross-section of stock returns in an early stock market," QUCEH Working Paper Series 14-05, Queen's University Belfast, Queen's University Centre for Economic History.
  • Handle: RePEc:zbw:qucehw:1405
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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. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    3. repec:bla:jfinan:v:53:y:1998:i:6:p:1975-1999 is not listed on IDEAS
    4. 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.
    5. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    6. Fabio Braggion & Lyndon Moore, 2011. "Dividend Policies in an Unregulated Market: The London Stock Exchange, 1895--1905," The Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 2935-2973.
    7. Reinganum, Marc R., 1983. "The anomalous stock market behavior of small firms in January : Empirical tests for tax-loss selling effects," Journal of Financial Economics, Elsevier, vol. 12(1), pages 89-104, June.
    8. Loughran, Tim, 1997. "Book-to-Market across Firm Size, Exchange, and Seasonality: Is There an Effect?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(3), pages 249-268, September.
    9. Weimin Lui & Norman Strong & Xinzhong Xu, 1999. "The Profitability of Momentum Investing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(9-10), pages 1043-1091.
    10. Alan Gregory & Richard D.F. Harris & Maria Michou, 2001. "An Analysis of Contrarian Investment Strategies in the UK," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(9‐10), pages 1192-1228, November.
    11. Fowler, David J. & Rorke, C. Harvey, 1983. "Risk measurement when shares are subject to infrequent trading : Comment," Journal of Financial Economics, Elsevier, vol. 12(2), pages 279-283, August.
    12. Owain ap Gwilym & Gareth Morgan & Stephen Thomas, 2000. "Dividend Stability, Dividend Yield and Stock Returns: UK Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(3&4), pages 261-281.
    13. John Y. Campbell & Christopher Polk & Tuomo Vuolteenaho, 2010. "Growth or Glamour? Fundamentals and Systematic Risk in Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 305-344, January.
    14. Hon, Mark T. & Tonks, Ian, 2003. "Momentum in the UK stock market," Journal of Multinational Financial Management, Elsevier, vol. 13(1), pages 43-70, February.
    15. Hahn, Jaehoon & Lee, Hangyong, 2006. "Yield Spreads as Alternative Risk Factors for Size and Book-to-Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(2), pages 245-269, June.
    16. Eugene F. Fama & Kenneth R. French, 2008. "Dissecting Anomalies," Journal of Finance, American Finance Association, vol. 63(4), pages 1653-1678, August.
    17. Schwert, G. William, 2003. "Anomalies and market efficiency," 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 15, pages 939-974, Elsevier.
    18. 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.
    19. Thomas J. George & Chuan‐Yang Hwang, 2007. "Long‐Term Return Reversals: Overreaction or Taxes?," Journal of Finance, American Finance Association, vol. 62(6), pages 2865-2896, December.
    20. Jiang, Hao, 2010. "Institutional investors, intangible information, and the book-to-market effect," Journal of Financial Economics, Elsevier, vol. 96(1), pages 98-126, April.
    21. Grossman, Richard S. & Shore, Stephen H., 2006. "The Cross Section of Stock Returns before World War I," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(2), pages 271-294, June.
    22. Galariotis, Emilios C. & Holmes, Phil & Ma, Xiaodong S., 2007. "Contrarian and momentum profitability revisited: Evidence from the London Stock Exchange 1964-2005," Journal of Multinational Financial Management, Elsevier, vol. 17(5), pages 432-447, December.
    23. repec:bla:jfinan:v:53:y:1998:i:6:p:1839-1885 is not listed on IDEAS
    24. Caroline Fohlin & Steffen Reinhold, 2010. "Common stock returns in the pre-WWI Berlin Stock Exchange," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 4(1), pages 75-96, January.
    25. 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.
    26. Yuhang Xing, 2008. "Interpreting the Value Effect Through the Q-Theory: An Empirical Investigation," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1767-1795, July.
    27. Da, Zhi & Gao, Pengjie, 2010. "Clientele Change, Liquidity Shock, and the Return on Financially Distressed Stocks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 27-48, February.
    28. Eugene F. Fama & Kenneth R. French, 2006. "The Value Premium and the CAPM," Journal of Finance, American Finance Association, vol. 61(5), pages 2163-2185, October.
    29. Acheson, Graeme G. & Hickson, Charles R. & Turner, John D. & Ye, Qing, 2009. "Rule Britannia! British Stock Market Returns, 1825-1870," The Journal of Economic History, Cambridge University Press, vol. 69(4), pages 1107-1137, December.
    30. Wu, Yuliang & Li, Youwei, 2011. "Long-term return reversals--Value and growth or tax? UK evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 347-368, July.
    31. Lesmond, David A & Ogden, Joseph P & Trzcinka, Charles A, 1999. "A New Estimate of Transaction Costs," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1113-1141.
    32. 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.
    33. Keim, Donald B., 1983. "Size-related anomalies and stock return seasonality : Further empirical evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 13-32, June.
    34. Alan Gregory & Richard D.F. Harris & Maria Michou, 2001. "An Analysis of Contrarian Investment Strategies in the UK," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(9‐10), pages 1192-1228, November.
    35. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    36. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    37. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    38. Michael F. Ferguson & Richard L. Shockley, 2003. "Equilibrium “Anomalies”," Journal of Finance, American Finance Association, vol. 58(6), pages 2549-2580, December.
    39. Xavier Gabaix & Parameswaran Gopikrishnan & Vasiliki Plerou & H. Eugene Stanley, 2006. "Institutional Investors and Stock Market Volatility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 461-504.
    40. repec:bla:jfinan:v:44:y:1989:i:2:p:479-86 is not listed on IDEAS
    41. Lu Zhang, 2005. "The Value Premium," Journal of Finance, American Finance Association, vol. 60(1), pages 67-103, February.
    42. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    43. 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.
    44. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    45. Tyler Shumway & Vincent A. Warther, 1999. "The Delisting Bias in CRSP's Nasdaq Data and Its Implications for the Size Effect," Journal of Finance, American Finance Association, vol. 54(6), pages 2361-2379, December.
    46. Dimson, Elroy, 1979. "Risk measurement when shares are subject to infrequent trading," Journal of Financial Economics, Elsevier, vol. 7(2), pages 197-226, June.
    47. John D. Turner & Qing Ye & Wenwen Zhan, 2013. "Why Do Firms Pay Dividends?: Evidence from an Early and Unregulated Capital Market," Review of Finance, European Finance Association, vol. 17(5), pages 1787-1826.
    48. 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.
    49. Chan, K C & Chen, Nai-Fu, 1991. "Structural and Return Characteristics of Small and Large Firms," Journal of Finance, American Finance Association, vol. 46(4), pages 1467-1484, September.
    50. Levis, Mario, 1989. "Stock market anomalies: A re-assessment based on the UK evidence," Journal of Banking & Finance, Elsevier, vol. 13(4-5), pages 675-696, September.
    51. Shumway, Tyler, 1997. "The Delisting Bias in CRSP Data," Journal of Finance, American Finance Association, vol. 52(1), pages 327-340, March.
    52. 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.
    53. repec:bla:jfinan:v:53:y:1998:i:3:p:1131-1147 is not listed on IDEAS
    54. 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.
    55. Brown, Philip & Kleidon, Allan W. & Marsh, Terry A., 1983. "New evidence on the nature of size-related anomalies in stock prices," Journal of Financial Economics, Elsevier, vol. 12(1), pages 33-56, June.
    56. Morelli, David, 2007. "Beta, size, book-to-market equity and returns: A study based on UK data," Journal of Multinational Financial Management, Elsevier, vol. 17(3), pages 257-272, July.
    57. Graeme G. Acheson & John D. Turner & Qing Ye, 2012. "The character and denomination of shares in the Victorian equity market," Economic History Review, Economic History Society, vol. 65(3), pages 862-886, August.
    58. Weimin Lui & Norman Strong & Xinzhong Xu, 1999. "The Profitability of Momentum Investing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(9‐10), pages 1043-1091, November.
    59. 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.
    60. Morgan, Gareth & Thomas, Stephen, 1998. "Taxes, dividend yields and returns in the UK equity market," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 405-423, May.
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    More about this item

    Keywords

    cross-sectional stock returns; anomalies; size effect; value effect;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • N23 - Economic History - - Financial Markets and Institutions - - - Europe: Pre-1913

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