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Resurrecting the size effect: Evidence from a panel nonlinear cointegration model for the G7 stock markets

  • Apergis, Nicholas
  • Payne, James E.

Firm size is known to be an important factor affecting stock returns. This study proposes a panel threshold cointegration model to investigate the impact of the size effect on stock returns for the panel of G7 countries: Canada, France, Germany, Italy, Japan, the U.K., and the U.S. over the period 1991:1–2012:12. The empirical analysis is based upon the nonlinear cointegration framework using the asymmetric ARDL cointegration methodology (Shin et al., 2011). This methodological approach permits a much richer degree of flexibility in the dynamic adjustment process toward equilibrium, than in the classical linear model. Our findings indicate the presence of asymmetric adjustment around a unique long-run equilibrium. In particular, the empirical analysis provides evidence of asymmetric effects between stock returns and the size effect, while controlling for the book-to-market ratio and the price-to-earnings ratio.

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File URL: http://www.sciencedirect.com/science/article/pii/S1058330013000566
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Article provided by Elsevier in its journal Review of Financial Economics.

Volume (Year): 23 (2014)
Issue (Month): 1 ()
Pages: 46-53

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Handle: RePEc:eee:revfin:v:23:y:2014:i:1:p:46-53
DOI: 10.1016/j.rfe.2013.08.003
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/620170

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  1. Eugene F. Fama & Kenneth R. French, . "Value Versus Growth: The International Evidence," CRSP working papers 449, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  2. Hearn, Bruce, 2011. "Size and liquidity effects in Japanese regional stock markets," Journal of the Japanese and International Economies, Elsevier, vol. 25(2), pages 157-181, June.
  3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
  4. Ising, Jan & Schiereck, Dirk & Simpson, Marc W. & Thomas, Thomas W., 2006. "Stock returns following large 1-month declines and jumps: Evidence of overoptimism in the German market," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(4), pages 598-619, September.
  5. Michael D. Bordo, 2008. "An Historical Perspective on the Crisis of 2007-2008," NBER Working Papers 14569, National Bureau of Economic Research, Inc.
  6. Larry Lang & Eli Ofek & Rene M. Stulz, 1995. "Leverage, Investment, and Firm Growth," NBER Working Papers 5165, National Bureau of Economic Research, Inc.
  7. Balke, Nathan S. & Wohar, Mark E., 2000. "Low frequency movements in stock prices: a state space decomposition," Working Papers 0001, Federal Reserve Bank of Dallas, revised 01 May 2001.
  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. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-76, April.
  10. Josef Lakonishok & Robert W. Vishny & Andrei Shleifer, 1993. "Contrarian Investment, Extrapolation, and Risk," NBER Working Papers 4360, National Bureau of Economic Research, Inc.
  11. Martin Lettau & Sydney Ludvigson, 1999. "Resurrecting the (C)CAPM: a cross-sectional test when risk premia are time-varying," Staff Reports 93, Federal Reserve Bank of New York.
  12. Berk, Jonathan B, 1995. "A Critique of Size-Related Anomalies," Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 275-86.
  13. Kent Daniel & David Hirshleifer & Avanidhar Subrahmanyam, 1998. "Investor Psychology and Security Market Under- and Overreactions," Journal of Finance, American Finance Association, vol. 53(6), pages 1839-1885, December.
  14. Roll, Richard, 1981. "A Possible Explanation of the Small Firm Effect," Journal of Finance, American Finance Association, vol. 36(4), pages 879-88, September.
  15. Enders, Walter & Granger, C. W. J., 1998. "Unit Root Tests and Asymmetric Adjustment with an Example Using the Term Structure of Interest Rates," Staff General Research Papers Archive 1388, Iowa State University, Department of Economics.
  16. Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-65, June.
  17. Chan, K C & Chen, Nai-Fu, 1988. " An Unconditional Asset-Pricing Test and the Role of Firm Size as an Instrumental Variable for Risk," Journal of Finance, American Finance Association, vol. 43(2), pages 309-25, June.
  18. Lewellen, Jonathan & Nagel, Stefan, 2003. "The Conditional CAPM Does Not Explain Asset-pricing Anomalies," Working papers 4427-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
  19. Bekaert, Geert & Wu, Guojun, 2000. "Asymmetric Volatility and Risk in Equity Markets," Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 1-42.
  20. Eric Girard & Amit Sinha, 2008. "Risk and Return in the Next Frontier," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 7(1), pages 43-80, January.
  21. Ross, Stephen A, 1977. "The Capital Asset Pricing Model (CAPM), Short-Sale Restrictions and Related Issues," Journal of Finance, American Finance Association, vol. 32(1), pages 177-83, March.
  22. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
  23. Merton, Robert C., 1987. "A simple model of capital market equilibrium with incomplete information," Working papers 1869-87., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  24. Konstantinos Kassimatis, 2008. "Size, Book to Market and Momentum Effects in the Australian Stock Market," Australian Journal of Management, Australian School of Business, vol. 33(1), pages 145-168, June.
  25. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-36, July.
  26. Kui Fan & Zudi Lu & Shouyang Wang, 2009. "Dynamic Linkages Between the China and International Stock Markets," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 16(3), pages 211-230, September.
  27. Xinting Fan & Ming Liu, 2005. "Understanding Size And The Book-To-Market Ratio: An Empirical Exploration Of Berk'S Critique," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 28(4), pages 503-518.
  28. Pontiff, Jeffrey & Schall, Lawrence D., 1998. "Book-to-market ratios as predictors of market returns," Journal of Financial Economics, Elsevier, vol. 49(2), pages 141-160, August.
  29. Ammermann, Peter A. & Patterson, Douglas M., 2003. "The cross-sectional and cross-temporal universality of nonlinear serial dependencies: Evidence from world stock indices and the Taiwan Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 11(2), pages 175-195, April.
  30. 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 131-55, March.
  31. Barry, Christopher B. & Brown, Stephen J., 1984. "Differential information and the small firm effect," Journal of Financial Economics, Elsevier, vol. 13(2), pages 283-294, June.
  32. Chuliá, Helena & Martens, Martin & Dijk, Dick van, 2010. "Asymmetric effects of federal funds target rate changes on S&P100 stock returns, volatilities and correlations," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 834-839, April.
  33. Ling T. He & Shao C. He, 2011. "Has the November Effect Replaced the January Effect in Stock Markets?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 32, pages 481-486, October.
  34. Downs, Thomas W & Ingram, Robert W, 2000. "Beta, Size, Risk, and Return," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 23(3), pages 245-60, Fall.
  35. Maddala, G S & Wu, Shaowen, 1999. " A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-52, Special I.
  36. Roll, Richard & Ross, Stephen A, 1994. " On the Cross-sectional Relation between Expected Returns and Betas," Journal of Finance, American Finance Association, vol. 49(1), pages 101-21, March.
  37. Eugene F. Fama & Kenneth R. French, 2004. "The Capital Asset Pricing Model: Theory and Evidence," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 25-46, Summer.
  38. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-72, June.
  39. Gishan Dissanaike, 2002. "Does the Size Effect Explain the UK Winner-Loser Effect?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(1&2), pages 139-154.
  40. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
  41. 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.
  42. 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 1467-84, September.
  43. Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-45, August.
  44. Kaddour Hadri, 1999. "Testing For Stationarity In Heterogeneous Panel Data," Research Papers 1999_04, University of Liverpool Management School.
  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. Chen, Tsung-Cheng & Chien, Chin-Chen, 2011. "Size effect in January and cultural influences in an emerging stock market: The perspective of behavioral finance," Pacific-Basin Finance Journal, Elsevier, vol. 19(2), pages 208-229, April.
  47. John A. Weinberg, 1994. "Firm size, finance, and investment," Economic Quarterly, Federal Reserve Bank of Richmond, issue Win, pages 19-40.
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