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Stock Price Predictability

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Abstract

The question of predictability in stock returns has important and broad economic implications. Predictability relates directly to the efficiency of the capital markets in allocating resources to their highest valued uses. But the interpretation of predictability, and the evidence for its very existence, remain controversial. This article provides a review of the arguments and evidence for stock return predictability. The evidence for weak-form predictability, based on the information in past stock prices, is more fragile and less compelling than the evidence for semi-strong form predictability, based on publicly available information more generally.

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Bibliography

  • Ang, A., J. Chen, and Y. Xing. 2006. Downside risk. Review of Financial Studies 19: 1191–1239.

    Article  Google Scholar 

  • Ariel, R.A. 1987. A monthly effect in stock returns. Journal of Financial Economics 18: 161–174.

    Article  Google Scholar 

  • Avramov, D., and T. Chordia. 2006. Asset pricing models and financial market anomalies. Review of Financial Studies 19: 1001–1040.

    Article  Google Scholar 

  • Baker, M., and J. Wurgler. 2000. The equity share in new issues and aggregate stock returns. Journal of Finance 55: 2219–2257.

    Article  Google Scholar 

  • Barberis, N., A. Shleifer, and R. Vishny. 1998. A model of investor sentiment. Journal of Financial Economics 49: 307–343.

    Article  Google Scholar 

  • Berk, J. 1995. A critique of size–related anomalies. Review of Financial Studies 8: 275–286.

    Article  Google Scholar 

  • Boudoukh, J., and M. Richardson. 1994. The statistics of long–horizon regressions revisited. Mathematical Finance 4: 103–120.

    Article  Google Scholar 

  • Boudoukh, J., M. Richardson, and R. Whitelaw. 1994. A tale of three schools: Insights on the autocorrelations of short-horizon returns. Review of Financial Studies 7: 539–573.

    Article  Google Scholar 

  • Boudoukh, J., R. Michaely, M. Richardson, and M. Roberts. 2007. On the importance of measuring payout yield: Implications for empirical asset pricing. Journal of Finance 62: 877–915.

    Article  Google Scholar 

  • Campbell, J.Y. 1987. Stock returns and the term structure. Journal of Financial Economics 18: 373–399.

    Article  Google Scholar 

  • Campbell, J.Y., and R. Shiller. 1988. The dividend price ratio and expectations of future dividends and discount factors. Review of Financial Studies 1: 195–228.

    Article  Google Scholar 

  • Campbell, J.Y., and S. Thompson. 2005. Predicting the equity premium out of sample: Can anything beat the historical average? Working Paper No. 11468. Cambridge, MA: NBER.

    Google Scholar 

  • Campbell, J.Y., and L. Viceira. 2002. Strategic asset allocation: Portfolio choice for long-term investors. New York: Oxford University Press.

    Book  Google Scholar 

  • Campbell, J.Y., A. Lo, and A.C. MacKinlay. 1997. The econometrics of financial markets. Princeton: Princeton University Press.

    Google Scholar 

  • Cochrane, J.Y. 1988. How big is the random walk in GNP? Journal of Political Economy 96: 893–920.

    Article  Google Scholar 

  • Cochrane, J.H. 2005. Asset pricing. Princeton: Princeton University Press.

    Google Scholar 

  • Cochrane, J.H. 2006. The dog that did not bark: A defense of return predictability. Working Paper No. 12026. Cambridge, MA: NBER.

    Google Scholar 

  • Conrad, J., and G. Kaul. 1988. Time-variation in expected returns. Journal of Business 61: 409–425.

    Article  Google Scholar 

  • Conrad, J., and G. Kaul. 1989. Mean reversion in short-horizon expected returns. Review of Financial Studies 2: 225–240.

    Article  Google Scholar 

  • Daniel, K., D. Hirshleifer, and A. Subrahmanyam. 1998. Investor psychology and security market under and over-reaction. Journal of Finance 53: 1839–1885.

    Article  Google Scholar 

  • DeBondt, W., and R. Thaler. 1985. Does the stock market overreact? Journal of Finance 40: 793–805.

    Article  Google Scholar 

  • Engle, R. 2004. Risk and volatility: Econometric modelling and financial market practice. American Economic Review 94: 405–420.

    Article  Google Scholar 

  • Fama, E.F. 1970. Efficient capital markets: A review of theory and empirical work. Journal of Finance 25: 383–417.

    Article  Google Scholar 

  • Fama, E., and K. French. 1988. Permanent and temporary components of stock prices. Journal of Political Economy 96: 246–273.

    Article  Google Scholar 

  • Fama, E., and K. French. 1989. Business conditions and expected returns on stocks and bonds. Journal of Financial Economics 25: 23–49.

    Article  Google Scholar 

  • Fama, E.F., and G.W. Schwert. 1977. Asset returns and inflation. Journal of Financial Economics 5: 115–146.

    Article  Google Scholar 

  • Ferson, W.E. 1989. Changes in expected security returns, risk and the level of interest rates. Journal of Finance 44: 1191–1217.

    Article  Google Scholar 

  • Ferson, W.E. 1995. Theory and empirical testing of asset pricing models. In Handbooks in operations research and management science, Finance, ed. R.A. Jarrow, V. Maksimovic, and W.T. Ziemba, vol. 9. Amsterdam: North-Holland.

    Google Scholar 

  • Ferson, W.E., and C.R. Harvey. 1991. The variation of economic risk premiums. Journal of Political Economy 99: 385–415.

    Article  Google Scholar 

  • Ferson, W.E., and C.R. Harvey. 1993. The risk and predictability of international equity returns. Review of Financial Studies 6: 527–566.

    Article  Google Scholar 

  • Ferson, W.E., and C.R. Harvey. 1999. Conditioning variables and cross-section of stock returns. Journal of Finance 54: 1325–1360.

    Article  Google Scholar 

  • Ferson, W.E., and R.A. Korajczyk. 1995. Do arbitrage pricing models explain the predictability of stock returns? Journal of Business 68: 309–349.

    Article  Google Scholar 

  • Ferson, W.E., S. Sarkissian, and T. Simin. 2003. Spurious regressions in financial economics? Journal of Finance 58: 1393–1414.

    Article  Google Scholar 

  • Ferson, W., A. Heuson, and T. Su. 2005. Weak and semi-strong form stock return predictability revisited. Management Science 51: 1582–1592.

    Article  Google Scholar 

  • Fisher, L. 1966. Some new stock market indexes. Journal of Business 39: 191–225.

    Article  Google Scholar 

  • Fleming, J., C. Kirby, and B. Ostdiek. 2001. The economic value of volatility timing. Journal of Finance 56: 329–352.

    Article  Google Scholar 

  • Friedman, M. 1953. The case for flexible exchange rates. In Essays in positive economics. Chicago: University of Chicago Press.

    Google Scholar 

  • Gordon, M.J. 1962. The investment, financing and valuation of the corporation. Homewood: Irwin.

    Google Scholar 

  • Goyal, A., and P. Santa-Clara. 2003. Idiosyncratic risk matters. Journal of Finance 63: 975–1007.

    Article  Google Scholar 

  • Goyal, A., and I. Welch. 2003. Predicting the equity premium with dividend ratios. Management Science 49: 639–654.

    Article  Google Scholar 

  • Grinblatt, M., and T. Moskowitz. 2003. Predicting price movements from past returns: The role of consistency in tax-loss selling. Journal of Financial Economics 71: 541–579.

    Article  Google Scholar 

  • Harvey, C.R. 1991. The world price of covariance risk. Journal of Finance 46: 111–157.

    Article  Google Scholar 

  • Harvey, C.R., and A. Siddique. 2001. Autoregressive conditional skewness. Journal of Financial and Quantitative Analysis 34: 465–487.

    Article  Google Scholar 

  • Haugen, R., and J. Lakonishok. 1988. The incredible January effect. Homewood: Dow Jones-Irwin.

    Google Scholar 

  • Hong, H., and J. Stein. 1999. A unified theory of underreaction, momentum trading and overreaction in asset markets. Journal of Finance 45: 265–295.

    Google Scholar 

  • Jegadeesh, N. 1990. Evidence of predictable behavior of security returns. Journal of Finance 45: 881–898.

    Article  Google Scholar 

  • Jegadeesh, N., and S. Titman. 1993. Returns to buying winners and selling losers: Implications for stock market efficiency. Journal of Finance 48: 65–91.

    Article  Google Scholar 

  • Jegadeesh, N., and S. Titman. 2001. Profitability of momentum portfolios: An evaluation of alternative explanations. Journal of Finance 56: 699–720.

    Article  Google Scholar 

  • Kandel, S., and R. Stambaugh. 1996. On the predictability of stock returns: An asset allocation perspective. Journal of Finance 51: 385–424.

    Article  Google Scholar 

  • Kaul, G. 1996. Predictable components in stock returns. In Handbook of statistics 14, ed. G.S. Maddala and C.R. Rao. Amsterdam: North-Holland.

    Google Scholar 

  • Keim, D., and R. Stambaugh. 1986. Predicting returns in the stock and bond markets. Journal of Financial Economics 17: 357–390.

    Article  Google Scholar 

  • Kim, M., C.R. Nelson, and R. Startz. 1991. Mean reversion in stock returns? A reappraisal of the statistical evidence. Review of Economic Studies 58: 515–528.

    Article  Google Scholar 

  • Korajczyk, R., and R. Sadka. 2004. Are momentum profits robust to trading costs? Journal of Finance 59: 1039–1082.

    Article  Google Scholar 

  • Kothari, S.P., and J. Shanken. 1997. Book-to-market, dividend yield and expected market returns: A time-series analysis. Journal of Financial Economics 44: 169–203.

    Article  Google Scholar 

  • Lamont, O. 2000. Investment plans and stock returns. Journal of Finance 55: 2719–2746.

    Article  Google Scholar 

  • Lehmann, B.N. 1990. Fads, martingales and market efficiency. Quarterly Journal of Economics 105: 1–28.

    Article  Google Scholar 

  • Lesmond, D., M. Schill, and C. Zhou. 2004. The illusory nature of momentum profits. Journal of Financial Economics 71: 349–380.

    Article  Google Scholar 

  • Lettau, M., and S. Ludvigson. 2001. Consumption, aggregate wealth and expected stock returns. Journal of Finance 56: 815–850.

    Article  Google Scholar 

  • Lo, A., and A.C. MacKinlay. 1988. Stock market prices do not follow random walks: Evidence from a simple specification test. Review of Financial Studies 1: 41–66.

    Article  Google Scholar 

  • Lo, A., and A.C. MacKinlay. 1990. An econometric analysis of infrequent trading. Journal of Econometrics 45: 181–211.

    Article  Google Scholar 

  • McLean, D. 2006. Why do momentum and long-term reversals persist? An evaluation of mispricing explanations. Working paper, University of Alberta.

    Google Scholar 

  • Merton, R.C. 1980. On estimating the expected return on the market: An exploratory investigation. Journal of Financial Economics 8: 323–361.

    Article  Google Scholar 

  • Pesaran, M.H., and A. Timmermann. 1995. Predictability of stock returns: Robustness and economic significance. Journal of Finance 50: 1201–1228.

    Article  Google Scholar 

  • Pontiff, J., and L. Schall. 1998. Book-to-market as a predictor of market returns. Journal of Financial Economics 49: 141–160.

    Article  Google Scholar 

  • Roll, R.R. 1984. A simple implicit measure of the effective bid–ask spread in an efficient market. Journal of Finance 39: 1127–1140.

    Article  Google Scholar 

  • Rouwehorst, G. 1998. International momentum portfolios. Journal of Finance 53: 267–284.

    Article  Google Scholar 

  • Rozeff, P. 1984. Dividend yields are equity premiums. Journal of Portfolio Management 1(1): 68–75.

    Article  Google Scholar 

  • Samuelson, P. 1965. Proof that properly anticipated prices fluctuate randomly. Industrial Management Review 6: 41–63.

    Google Scholar 

  • Santa-Clara, P., and R. Valkanov. 2003. The presidential puzzle: Political cycles and the stock market. Journal of Finance 58: 1841–1872.

    Article  Google Scholar 

  • Scholes, M., and J. Williams. 1977. Estimating beta from nonsynchronous data. Journal of Financial Economics 5: 309–327.

    Article  Google Scholar 

  • Schwert, G.W. 2003. Anomalies and market efficiency. In Handbook of the economics of finance, ed. G.M. Constantinides, M. Harris, and R.M. Stulz. Amsterdam: North-Holland.

    Google Scholar 

  • Sharpe, W.F. 1964. Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance 19: 425–442.

    Google Scholar 

  • Simin, T. 2008. The (poor) predictive performance of asset pricing models. Journal of Financial and Quantitative Analysis.

    Google Scholar 

  • Solnik, B. 1993. The unconditional performance of international asset allocation strategies using conditioning information. Journal of Empirical Finance 1: 33–55.

    Article  Google Scholar 

  • White, H. 2000. A reality check for data snooping. Econometrica 68: 1097–1126.

    Article  Google Scholar 

  • Working, H. 1949. The investigation of economic expectations. American Economic Review 39: 150–166.

    Google Scholar 

  • Zarowin, P. 1990. Size, seasonality and stock market overreaction. Journal of Financial and Quantitative Analysis 25: 113–125.

    Article  Google Scholar 

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Acknowledgments

The author acknowledges financial support from the Collins Chair in Finance at Boston College and the helpful comments of Steven Durlauf and Timothy Simin.

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Ferson, W.E. (2018). Stock Price Predictability. In: The New Palgrave Dictionary of Economics. Palgrave Macmillan, London. https://doi.org/10.1057/978-1-349-95189-5_2276

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