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A Comprehensive Look at The Empirical Performance of Equity Premium Prediction

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  • Ivo Welch
  • Amit Goyal

Abstract

Our article comprehensively reexamines the performance of variables that have been suggested by the academic literature to be good predictors of the equity premium. We find that by and large, these models have predicted poorly both in-sample (IS) and out-of-sample (OOS) for 30 years now; these models seem unstable, as diagnosed by their out-of-sample predictions and other statistics; and these models would not have helped an investor with access only to available information to profitably time the market. The Author 2007. Published by Oxford University Press on behalf of the Society for Financial Studies. All rights reserved. For permissions, please e-mail: journals.permissions@oxfordjournals.org., Oxford University Press.

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Bibliographic Info

Article provided by Society for Financial Studies in its journal The Review of Financial Studies.

Volume (Year): 21 (2008)
Issue (Month): 4 (July)
Pages: 1455-1508

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Handle: RePEc:oup:rfinst:v:21:y:2008:i:4:p:1455-1508

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  1. John Y. Campbell & Samuel B. Thompson, 2005. "Predicting the Equity Premium Out of Sample: Can Anything Beat the Historical Average?," Harvard Institute of Economic Research Working Papers 2084, Harvard - Institute of Economic Research.
  2. Sydney Ludvigson & Martin Lettau, 1999. "Consumption, aggregate wealth and expected stock returns," Staff Reports 77, Federal Reserve Bank of New York.
  3. Avramov, Doron, 2002. "Stock return predictability and model uncertainty," Journal of Financial Economics, Elsevier, Elsevier, vol. 64(3), pages 423-458, June.
  4. John H. Cochrane, 1998. "Where is the Market Going? Uncertain Facts and Novel Theories," NBER Working Papers 6207, National Bureau of Economic Research, Inc.
  5. Campbell, J.Y. & Shiller, R.J., 1988. "Stock Prices, Earnings And Expected Dividends," Papers, Princeton, Department of Economics - Econometric Research Program 334, Princeton, Department of Economics - Econometric Research Program.
  6. Amit Goyal & Ivo Welch, 1999. "Predicting the Equity Premium with Dividend Ratios," Yale School of Management Working Papers, Yale School of Management amz2437, Yale School of Management, revised 01 Nov 2002.
  7. Malcolm P. Baker & Ryan Taliaferro & Jeffrey Wurgler, 2004. "Pseudo Market Timing and Predictive Regressions," NBER Working Papers 10823, National Bureau of Economic Research, Inc.
  8. John Y. Campbell & Motohiro Yogo, 2002. "Efficient Tests of Stock Return Predictability," Harvard Institute of Economic Research Working Papers 1972, Harvard - Institute of Economic Research.
  9. Torous, Walter & Valkanov, Rossen, 2000. "Boundaries of Predictability: Noisy Predictive Regressions," University of California at Los Angeles, Anderson Graduate School of Management, Anderson Graduate School of Management, UCLA qt33p7672z, Anderson Graduate School of Management, UCLA.
  10. Malcolm Baker & Jeffrey Wurgler, 2000. "The Equity Share in New Issues and Aggregate Stock Returns," Journal of Finance, American Finance Association, American Finance Association, vol. 55(5), pages 2219-2257, October.
  11. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-65, September.
  12. Kothari, S. P. & Shanken, Jay, 1997. "Book-to-market, dividend yield, and expected market returns: A time-series analysis," Journal of Financial Economics, Elsevier, Elsevier, vol. 44(2), pages 169-203, May.
  13. Nelson, Charles R & Kim, Myung J, 1993. " Predictable Stock Returns: The Role of Small Sample Bias," Journal of Finance, American Finance Association, American Finance Association, vol. 48(2), pages 641-61, June.
  14. Alexander W. Butler & Gustavo Grullon & James P. Weston, 2005. "Can Managers Forecast Aggregate Market Returns?," Journal of Finance, American Finance Association, American Finance Association, vol. 60(2), pages 963-986, 04.
  15. Goetzmann, W.N., 1990. "Testing The Predictive Power Of Dividend Yields," Papers fb-_90-12, Columbia - Graduate School of Business.
  16. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, Elsevier, vol. 5(2), pages 115-146, November.
  17. Owen Lamont, 1998. "Earnings and Expected Returns," Journal of Finance, American Finance Association, American Finance Association, vol. 53(5), pages 1563-1587, October.
  18. K. J. Martijn Cremers, 2002. "Stock Return Predictability: A Bayesian Model Selection Perspective," Review of Financial Studies, Society for Financial Studies, Society for Financial Studies, vol. 15(4), pages 1223-1249.
  19. Andrew Ang & Geert Bekaert, 2001. "Stock Return Predictability: Is it There?," NBER Working Papers 8207, National Bureau of Economic Research, Inc.
  20. Valkanov, Rossen, 2003. "Long-horizon regressions: theoretical results and applications," Journal of Financial Economics, Elsevier, Elsevier, vol. 68(2), pages 201-232, May.
  21. Francis X. Diebold & Robert S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
  22. Pontiff, Jeffrey & Schall, Lawrence D., 1998. "Book-to-market ratios as predictors of market returns," Journal of Financial Economics, Elsevier, Elsevier, vol. 49(2), pages 141-160, August.
  23. Keim, Donald B. & Madhavan, Ananth, 1997. "Transactions costs and investment style: an inter-exchange analysis of institutional equity trades," Journal of Financial Economics, Elsevier, Elsevier, vol. 46(3), pages 265-292, December.
  24. Kilian, Lutz, 1999. "Exchange Rates and Monetary Fundamentals: What Do We Learn from Long-Horizon Regressions?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 14(5), pages 491-510, Sept.-Oct.
  25. Breen, William & Glosten, Lawrence R & Jagannathan, Ravi, 1989. " Economic Significance of Predictable Variations in Stock Index Returns," Journal of Finance, American Finance Association, American Finance Association, vol. 44(5), pages 1177-89, December.
  26. Donald B. Keim & Robert F. Stambaugh, . "Predicting Returns in the Stock and Bond Markets," Rodney L. White Center for Financial Research Working Papers, Wharton School Rodney L. White Center for Financial Research 15-85, Wharton School Rodney L. White Center for Financial Research.
  27. Mark, Nelson C, 1995. "Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability," American Economic Review, American Economic Association, vol. 85(1), pages 201-18, March.
  28. Hui Guo, 2003. "On the out-of-sample predictability of stock market returns," Working Papers, Federal Reserve Bank of St. Louis 2002-008, Federal Reserve Bank of St. Louis.
  29. Bossaerts, Peter & Hillion, Pierre, 1999. "Implementing Statistical Criteria to Select Return Forecasting Models: What Do We Learn?," Review of Financial Studies, Society for Financial Studies, Society for Financial Studies, vol. 12(2), pages 405-28.
  30. Jonathan Lewellen & Jay Shanken, 2002. "Learning, Asset-Pricing Tests, and Market Efficiency," Journal of Finance, American Finance Association, American Finance Association, vol. 57(3), pages 1113-1145, 06.
  31. Stambaugh, Robert F., 1999. "Predictive regressions," Journal of Financial Economics, Elsevier, Elsevier, vol. 54(3), pages 375-421, December.
  32. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, Elsevier, vol. 22(1), pages 3-25, October.
  33. Wayne E. Ferson & Sergei Sarkissian & Timothy Simin, 2002. "Spurious Regressions in Financial Economics?," NBER Working Papers 9143, National Bureau of Economic Research, Inc.
  34. Robert J. Shiller, 1984. "Stock Prices and Social Dynamics," Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University 719R, Cowles Foundation for Research in Economics, Yale University.
  35. McCracken, Michael W., 2007. "Asymptotics for out of sample tests of Granger causality," Journal of Econometrics, Elsevier, Elsevier, vol. 140(2), pages 719-752, October.
  36. Campbell, John Y., 1987. "Stock returns and the term structure," Journal of Financial Economics, Elsevier, Elsevier, vol. 18(2), pages 373-399, June.
  37. Lior Menzly & Tano Santos & Pietro Veronesi, 2004. "Understanding Predictability," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 112(1), pages 1-47, February.
  38. Polk, Christopher & Thompson, Samuel & Vuolteenaho, Tuomo, 2006. "Cross-sectional forecasts of the equity premium," Journal of Financial Economics, Elsevier, Elsevier, vol. 81(1), pages 101-141, July.
  39. Harvey, David & Leybourne, Stephen & Newbold, Paul, 1997. "Testing the equality of prediction mean squared errors," International Journal of Forecasting, Elsevier, Elsevier, vol. 13(2), pages 281-291, June.
  40. Hodrick, Robert J, 1992. "Dividend Yields and Expected Stock Returns: Alternative Procedures for Inference and Measurement," Review of Financial Studies, Society for Financial Studies, Society for Financial Studies, vol. 5(3), pages 357-86.
  41. Campbell, John Y. & Viceira, Luis M., 2002. "Strategic Asset Allocation: Portfolio Choice for Long-Term Investors," OUP Catalogue, Oxford University Press, Oxford University Press, number 9780198296942, October.
  42. Rapach, David E. & Wohar, Mark E., 2006. "In-sample vs. out-of-sample tests of stock return predictability in the context of data mining," Journal of Empirical Finance, Elsevier, Elsevier, vol. 13(2), pages 231-247, March.
  43. Lintner, John, 1975. "Inflation and Security Returns," Journal of Finance, American Finance Association, American Finance Association, vol. 30(2), pages 259-80, May.
  44. Lewellen, Jonathan, 2004. "Predicting returns with financial ratios," Journal of Financial Economics, Elsevier, Elsevier, vol. 74(2), pages 209-235, November.
  45. Cochrane, John H, 1991. " Production-Based Asset Pricing and the Link between Stock Returns and Economic Fluctuations," Journal of Finance, American Finance Association, American Finance Association, vol. 46(1), pages 209-37, March.
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