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A Spline Analysis of the Small Firm Effect: Does Size Really Matter?

Author

Listed:
  • Joel L. Horowitz

    (Univ. of Iowa)

  • Tim Loughran

    (Univ. of Iowa)

  • N. E. Savin

    (Univ. of Iowa)

Abstract

This paper uses average monthly returns and linear spline regressions to investigate the relation between expected return and firm size during 1980-1994. We find that the average monthly returns are approximately constant across size deciles. The estimated spline regressions vary substantially from year-to-year. Our analysis of the year- by-year estimates suggests that the annual regression function is essentially flat, except possibly for the smallest two deciles. The results are similar for the January and non-January months. Hence, the evidence does not support the prevalent use of size as an explanatory variable for returns during the 1980-1994 period.

Suggested Citation

  • Joel L. Horowitz & Tim Loughran & N. E. Savin, 1996. "A Spline Analysis of the Small Firm Effect: Does Size Really Matter?," Econometrics 9608001, University Library of Munich, Germany.
    • Handle: RePEc:wpa:wuwpem:9608001
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    References listed on IDEAS

    as
    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. Stoll, Hans R. & Whaley, Robert E., 1983. "Transaction costs and the small firm effect," Journal of Financial Economics, Elsevier, vol. 12(1), pages 57-79, June.
    3. Berk, Jonathan B, 1995. "A Critique of Size-Related Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 275-286.
    4. 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.
    5. 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.
    6. 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.
    7. Kothari, S P & Shanken, Jay & Sloan, Richard G, 1995. "Another Look at the Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 185-224, March.
    8. 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.
    9. Reinganum, Marc R., 1981. "Misspecification of capital asset pricing : Empirical anomalies based on earnings' yields and market values," Journal of Financial Economics, Elsevier, vol. 9(1), pages 19-46, March.
    10. Donald B. Keim, "undated". "Trading Patterns, Bid-Ask Spreads and Estimated Security Returns: The Case of Common Stocks at Calendar Turning Points (Reprint 008)," Rodney L. White Center for Financial Research Working Papers 22-89, Wharton School Rodney L. White Center for Financial Research.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs

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