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Multi-Period Models: Empirical Tests

  • Emilio Barucci
  • Claudio Fontana
Chapter
Part of the Springer Finance book series (FINANCE)

Abstract

This chapter is devoted to an extensive overview of the empirical evidence on classical asset pricing theory. In particular, the attention is focused on the empirical properties of the observed prices and returns and on several anomalies reported in the literature, including the excess volatility phenomenon, the predictability of asset returns, the equity premium puzzle, the risk free rate puzzle and other related asset pricing puzzles.

Keywords

Excess Return Asset Return Risk Free Rate Relative Risk Aversion Capital Asset Price Model 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. 1.
    Abarbanell, J. and Bernard, V. (1992) Tests of analysts’ overreaction/underreaction to earnings information as an explanation for anomalous stock price behavior. Journal of Finance, 47:1181–1207.CrossRefGoogle Scholar
  2. 8.
    Abel, A., Mankiw, G., Summers, L. and Zeckhauser, R. (1989) Assessing dynamic efficiency: theory and evidence. Review of Economic Studies, 56:1–20.MATHCrossRefGoogle Scholar
  3. 13.
    Ackert, R. and Smith, M. (1993) Stock price volatility, ordinary dividends, and other cash flows to shareholders. Journal of Finance, 48:1147–1165.CrossRefGoogle Scholar
  4. 28.
    Ahn, D., Boudoukh, J., Richardson, M. and Whitelaw, R. (2002) Partial adjustment or stale prices? Implications from stock index and futures autocorrelations. Review of Financial Studies, 15:655–689.CrossRefGoogle Scholar
  5. 29.
    Ahn, D., Conrad, J. and Dittmar, R. (2003) Risk adjustment and trading strategies. Review of Financial Studies, 16:459–485.CrossRefGoogle Scholar
  6. 36.
    Akgiray, V. (1989) Conditional heteroscedasticity in time series of stock returns: evidence and forecasts. Journal of Business, 62:55–80.CrossRefGoogle Scholar
  7. 65.
    Ang, A. and Bekaert, G. (2001) Stock return predictability: is it there? Review of Financial Studies, 20:651–707.CrossRefGoogle Scholar
  8. 67.
    Ang, A., Chen, J. and Xing, Y. (2006) Downside risk. Review of Financial Studies, 19:1191–1239.CrossRefGoogle Scholar
  9. 80.
    Attanasio, O. (1991) Risk, time–varying second moments and market efficiency. Review of Economic Studies, 58:479–494.CrossRefGoogle Scholar
  10. 92.
    Avramov, D. (2004) Stock return predictability and asset pricing models. Review of Financial Studies, 17:699–738.CrossRefGoogle Scholar
  11. 96.
    Bachelier, L. (1900) Theory of speculation. Reprinted in The Random Character of Stock Market Prices, Cootner ed. (1964). MIT Press, Cambridge.Google Scholar
  12. 103.
    Backus, D., Gregory, A. and Zin, S. (1989) Risk premium in the term structure. Journal of Monetary Economics, 23:371–399.CrossRefGoogle Scholar
  13. 104.
    Badrinath, S., Kale, J. and Noe, T. (1995) Of shephelders, sheep, and the cross-autocorrelations in equity returns. Review of Financial Studies, 8:401–430.CrossRefGoogle Scholar
  14. 109.
    Baker, M. and Wurgler, J. (2000) The equity share in new issues and aggregate stock returns. Journal of Finance, 55:2219–2257.CrossRefGoogle Scholar
  15. 117.
    Balduzzi, P. and Kallal, H. (1997) Risk premia and variance bounds. Journal of Finance, 52:1913–1950.CrossRefGoogle Scholar
  16. 119.
    Balduzzi, P. and Robotti, C. (2001) Minimum-variance kernels, economic risk premia, and tests of multi-beta models. Mimeo.Google Scholar
  17. 123.
    Ball, R. and Brown, P. (1968) An empirical evaluation of accounting income numbers. Journal of Accounting Research, 6:159–177.CrossRefGoogle Scholar
  18. 124.
    Ball, R. and Kothari, S. (1989) Nonstationary expected returns: implications for tests of market efficiency and serial correlation in returns. Journal of Financial Economics, 25:51–74.CrossRefGoogle Scholar
  19. 125.
    Ball, R., Kothari, S. and Shanken, J. (1995) Problems in measuring portfolio performance. An application to contrarian investment strategies. Journal of Financial Economics, 38:79–107.CrossRefGoogle Scholar
  20. 126.
    Balvers, R., Cosimano, T. and McDonald, B. (1990) Predicting stock returns in an efficient market. Journal of Finance, 45:1109–1128.CrossRefGoogle Scholar
  21. 127.
    Balvers, R., Wu, Y. and Gilliland, E. (2000) Mean reversion across national stock markets and parametric contrarian investment strategies. Journal of Finance, 55:745–771.CrossRefGoogle Scholar
  22. 134.
    Bansal, R., Dittmar, R. and Lundblad, C. (2005) Consumption, dividends, and the cross-section of equity returns. Journal of Finance, 60:1639–1672.CrossRefGoogle Scholar
  23. 137.
    Bansal, R. and Lundblad, C. (2002) Market efficiency, fundamental values, and asset returns in global equity markets. Journal of Econometrics, 109:195–237.MathSciNetMATHCrossRefGoogle Scholar
  24. 141.
    Barber, B., Lehavy, R., McNichols, M. and Trueman, B. (2001) Can investors profit from the prophets? Security analyst recommendations and stock returns. Journal of Finance, 56:531–563.CrossRefGoogle Scholar
  25. 142.
    Barber, B. and Lyon, J. (1997) Detecting long run abnormal stock returns: the empirical power and specification of test statistics. Journal of Financial Economics, 43:341–372.CrossRefGoogle Scholar
  26. 166.
    Barro, R. (2006) Rare disasters and asset markets in the twentieth century. The Quarterly Journal of Economics, 121:823–866.MATHCrossRefGoogle Scholar
  27. 167.
    Barro, R. and Jin, T. (2011) On the size distribution of macroeconomic disasters. Econometrica, 79:1567–1589.MathSciNetMATHCrossRefGoogle Scholar
  28. 169.
    Barsky, R., Juster, T., Kimball, M. and Shapiro, M. (1997) Preference parameters and behavioral heterogeneity: an experimental approach in the health and retirement study. Quarterly Journal of Economics, 112:536–579.CrossRefGoogle Scholar
  29. 186.
    Bekaert, G. and Hodrick, R. (1992) Characterizing predictable in excess returns on equity and foreign exchange markets. Journal of Finance, 47:467–507.CrossRefGoogle Scholar
  30. 188.
    Bekaert, G. and Liu, J. (2004) Conditioning information and variance bounds on pricing kernels. Review of Financial Studies, 17:339–378.CrossRefGoogle Scholar
  31. 192.
    Benninga, S. and Protopapadakis, A. (1990) Time preference and the equity premium puzzle. Journal of Monetary Economics, 25:49–58.CrossRefGoogle Scholar
  32. 199.
    Berk, J., Green, J. and Naik, V. (1999) Optimal investment, growth options, and security returns. Journal of Finance, 54:1553–1607.CrossRefGoogle Scholar
  33. 202.
    Bernard, V. and Thomas, J. (1990) Evidence that stock prices do not fully reflect the implications of current earnings for future earnings. Journal of Accounting Economics, 13:305–340.CrossRefGoogle Scholar
  34. 229.
    Bhojraj, S. and Swaminathan, B. (2001) Macromomentum: evidence of predictability in international equity markets. Mimeo.Google Scholar
  35. 247.
    Blanchard, O. (1993) Movements in the equity premium. Brooking papers on economic activity, 2:75–138.CrossRefGoogle Scholar
  36. 248.
    Blanchard, O. and Watson, M. (1982) Bubbles, rational expectations and financial markets. In Crises in the Economic and Financial Structure, P. Wachtel (ed.), Lexington Books.Google Scholar
  37. 258.
    Blume, M. and Friend I. (1973) A new look at the capital asset pricing model. Journal of Finance, 28:19–33.CrossRefGoogle Scholar
  38. 265.
    Bollerslev, T., Tauchen, G. and Zhou, H. (2009) Expected stock returns and variance risk premia. Review of Financial Studies, 22:4463–4492.CrossRefGoogle Scholar
  39. 266.
    Bonomo, M. and Garcia, R. (1996) Consumption and equilibrium asset pricing: an empirical assessment. Journal of Empirical Finance, 3:239–265.CrossRefGoogle Scholar
  40. 273.
    Boudoukh, J., Richardson, M. and Whitelaw, R. (1994) A tale of three schools: insights on autocorrelations of short horizon stock returns. Review of Financial Studies, 7:539–573.CrossRefGoogle Scholar
  41. 286.
    Breeden, M., Gibbons, R. and Litzenberger, R. (1989) Empirical tests of the consumption-oriented CAPM. Journal of Finance, 46:231–262.Google Scholar
  42. 293.
    Brennan, M., Chordia, T. and Subrahmanyam, A. (1998) Alternative factor specifications, security characteristics and the cross expected stock returns. Journal of Financial Economics, 49:345–373.CrossRefGoogle Scholar
  43. 295.
    Brennan, M., Jegadeesh, N. and Swaminathan, B. (1993) Investment analysis and the adjustment of stock prices to common information. Review of Financial Studies, 6:799–824.CrossRefGoogle Scholar
  44. 308.
    Brock, W., Lakonishok, J. and LeBaron, B. (1992) Simple technical trading rules and the stochastic properties of stock returns. Journal of Finance, 47:1731–1764.CrossRefGoogle Scholar
  45. 314.
    Brown, S. and Goetzmann, W. (1995) Performance persistence. Journal of Finance, 50:679–698.CrossRefGoogle Scholar
  46. 315.
    Brown, S., Goetzmann, W. and Ross, S. (1995) Survival. Journal of Finance, 50:853–873.CrossRefGoogle Scholar
  47. 322.
    Buckley, G. and Tonks, I. (1992) Trading rules and excess volatility. Journal of Financial and Quantitative Analysis, 27:365–377.CrossRefGoogle Scholar
  48. 330.
    Campbell, J. (1987) Stock returns and the term structure. Journal of Financial Economics, 18:373–399.CrossRefGoogle Scholar
  49. 331.
    Campbell, J. (1991) A variance decomposition for stock returns. The Economic Journal, 101:157–179.CrossRefGoogle Scholar
  50. 334.
    Campbell, J. (1998) Asset prices, consumption, and the business cycle. In Handbook of Macroeconomics, J.B. Taylor and M. Woodford (eds.), North-Holland, Amsterdam.Google Scholar
  51. 335.
    Campbell, J. (2000) Asset pricing at the millennium. Journal of Finance, 55:1515–1567.CrossRefGoogle Scholar
  52. 336.
    Campbell, J. (2003) Consumption-based asset pricing. In Handbook of Economics and Finance, G. Constantinides, M. Harris and R. Stulz (eds.), North-Holland, Amsterdam, 803–887.Google Scholar
  53. 338.
    Campbell, J. and Ammer, J. (1993) What moves the stock and bond markets? A variance decomposition for long-term asset returns. Journal of Finance, 48:3–36.CrossRefGoogle Scholar
  54. 344.
    Campbell, J. and Cochrane, J. (2000) Explaining the poor performance of consumption-based asset pricing models. Journal of Finance, 55:2863–2878.CrossRefGoogle Scholar
  55. 345.
    Campbell, J. and Deaton, A. (1989) Why is consumption so smooth? Review of Economic Studies, 56:357–373.CrossRefGoogle Scholar
  56. 348.
    Campbell, J., Lo, A. and MacKinlay, C. (1997) The Econometrics of Financial Markets. Princeton University Press.Google Scholar
  57. 351.
    Campbell, J. and Shiller, R. (1988) The dividend–price ratio and expectations of future dividends and discount factors. Review of Financial Studies, 1:195–228.CrossRefGoogle Scholar
  58. 352.
    Campbell, J. and Shiller, R. (1988) Stock prices, earnings, and expected dividends. Journal of Finance, 43:661–676.CrossRefGoogle Scholar
  59. 353.
    Campbell, J. and Shiller, R. (2001) Valuation ratios and the long-run stock market outlook: an update. NBER working paper, no. 8221.Google Scholar
  60. 357.
    Campbell, J. and Thompson, B. (2008) Predicting excess stock returns out of sample: can anything beat the historical average? Review of Financial Studies, 21:1509–1531.CrossRefGoogle Scholar
  61. 359.
    Campbell, Y. and Yogo, M. (2006) Efficient tests of stock return predictability. Journal of Financial Economics, 81:27–60.CrossRefGoogle Scholar
  62. 378.
    Cecchetti, S., Lam, P. and Mark, N. (1990) Mean reversion in equilibrium asset prices. The American Economic Review, 80:398–418.Google Scholar
  63. 379.
    Cecchetti, S., Lam, P. and Mark, N. (1993) The equity premium and the risk-free rate. Journal of Monetary Economics, 31:21–45.CrossRefGoogle Scholar
  64. 380.
    Cecchetti, S., Lam, P. and Mark, N. (1994) Testing volatility restrictions on the intertemporal marginal rates of substitution implied by Euler equations and asset returns. Journal of Finance, 49:123–151.CrossRefGoogle Scholar
  65. 382.
    Cecchetti, S. and Mark, N. (1990) Evaluating empirical tests of asset pricing models: alternative interpretations. The American Economic Review, 80:48–52.Google Scholar
  66. 399.
    Chan, K. (1988) On the contrarian investment strategy. Journal of Business, 61:147–163.CrossRefGoogle Scholar
  67. 405.
    Chan, K., Hameed, A. and Tong, W. (2000) Profitability of momentum strategies in the international equity markets. Journal of Financial and Quantitative Analysis, 35:153–172.CrossRefGoogle Scholar
  68. 407.
    Chan, L., Jegadeesh, N. and Lakonishok, J. (1996) Momentum strategies. Journal of Finance, 51:1681–1711.CrossRefGoogle Scholar
  69. 421.
    Chen, N. (1991) Financial investment opportunities and the macroeconomy. Journal of Finance, 46:529–544.CrossRefGoogle Scholar
  70. 424.
    Chen, N., Roll, R. and Ross, S. (1986) Economic forces and the stock market. Journal of Business, 59:383–403.CrossRefGoogle Scholar
  71. 431.
    Chopra, N., Lakonishok, J. and Ritter, J. (1992) Measuring abnormal performance: do stock market overreact? Journal of Financial Economics, 31:235–268.CrossRefGoogle Scholar
  72. 436.
    Chordia, T. and Shivakumar, L. (2002) Momentum, business cycle and time-varying expected returns. Journal of Finance, 57:985–1019.CrossRefGoogle Scholar
  73. 440.
    Chordia, T. and Swaminathan, B. (2000) Trading volume and cross-autocorrelations in stock returns. Journal of Finance, 55:913–935.CrossRefGoogle Scholar
  74. 457.
    Cochrane, J. (1988) How big is the random walk in GNP? Journal of Political Economy, 96:893–920.CrossRefGoogle Scholar
  75. 458.
    Cochrane, J. (1991) Volatility tests and efficient markets. Journal of Monetary Economics, 27:463–485.CrossRefGoogle Scholar
  76. 461.
    Cochrane, J. (1992) Explaining the variance of price-dividend ratios. Review of Financial Studies, 5:243–280.CrossRefGoogle Scholar
  77. 463.
    Cochrane, J. (1997) Where is the market going? Uncertain facts and novel theories. Economic Perspectives, 21:3–37.Google Scholar
  78. 464.
    Cochrane, J. (1999) New facts in finance. Economic Perspectives, 23:36–58.Google Scholar
  79. 465.
    Cochrane, J. (2001) Asset Pricing. Princeton University Press.Google Scholar
  80. 466.
    Cochrane, J. (2008) The dog that did not bark: a defense of return predictability. Review of Financial Studies, 21:1533–1575.CrossRefGoogle Scholar
  81. 467.
    Cochrane, J. and Hansen, L. (1992) Asset pricing explorations for macroeconomics. NBER Annual Report: 117–182.Google Scholar
  82. 470.
    Cogley, T. and Sargent T. (2008) The market price of risk and the equity premium: A legacy of the Great Depression? Journal of Monetary Economics, 55:454–476.CrossRefGoogle Scholar
  83. 472.
    Cohen, R., Polk, C. and Vuolteenaho, T. (2003) The value spread. Journal of Finance, 58:609–641.CrossRefGoogle Scholar
  84. 483.
    Conrad, J. and Kaul, G. (1988) Time-variation in expected returns. Journal of Business, 61:409–425.CrossRefGoogle Scholar
  85. 484.
    Conrad, J. and Kaul, G. (1989) Mean reversion in short horizon expected returns. Review of Financial Studies, 2:225–240.CrossRefGoogle Scholar
  86. 485.
    Conrad, J. and Kaul, G. (1993) Long-term market overreaction or biases in computed returns. Journal of Finance, 48:39–63.CrossRefGoogle Scholar
  87. 486.
    Conrad, J. and Kaul, G. (1998) An anatomy of trading strategies. Review of Financial Studies, 11:489–519.CrossRefGoogle Scholar
  88. 487.
    Conrad, J., Kaul, G. and Nimalendran, M. (1991) Components of short-horizon individual security returns. Journal of Financial Economics, 29:365–284.CrossRefGoogle Scholar
  89. 490.
    Constantinides, G. (1984) Optimal stock trading with personal taxes. Journal of Financial Economics 13:65–89.CrossRefGoogle Scholar
  90. 494.
    Constantinides, G. (2002) Rational asset prices. Journal of Finance, 57:1567–1591.CrossRefGoogle Scholar
  91. 510.
    Cutler, D., Poterba, J. and Summers, L. (1991) Speculative dynamics. Review of Economic Studies, 58:529–546.CrossRefGoogle Scholar
  92. 515.
    Daniel, K. (2001) The power and size of mean reversion tests. Journal of Empirical Finance, 8:493–535.CrossRefGoogle Scholar
  93. 516.
    Daniel, K., Hirshleifer, D. and Subrahmanyam, A. (1998) Investor psychology and security market under- and overreactions. Journal of Finance, 53:1839–1883.CrossRefGoogle Scholar
  94. 520.
    Daniel, K. and Titman, S. (1997) Evidence of the characteristics of cross-sectional variation in stock returns. Journal of Finance, 52:1–33.CrossRefGoogle Scholar
  95. 530.
    Deaton, A. (1992) Understanding Consumption. Clarendon Press, Oxford.CrossRefGoogle Scholar
  96. 532.
    De Bondt, W. and Thaler, R. (1985) Does the stock market overreact? Journal of Finance, 40:793–805.CrossRefGoogle Scholar
  97. 533.
    De Bondt, W. and Thaler, R. (1987) Further evidence on investor overreaction and stock market seasonality. Journal of Finance, 42:557–582.CrossRefGoogle Scholar
  98. 534.
    De Bondt, W. and Thaler, R. (1990) Do security analysts overreact? The American Economic Review, 80:52–57.Google Scholar
  99. 536.
    Dechow, P. and Sloan, R. (1997) Returns to contrarian investment strategies: tests of naive expectations hypothesis. Journal of Financial Economics, 43:3–27.CrossRefGoogle Scholar
  100. 541.
    DeJong, D. and Whiteman, C. (1992) The temporal stability of dividends and stock prices: evidence from the likelihood function. The American Economic Review, 81:600–617.Google Scholar
  101. 546.
    De Long, B. and Magin, K. (2009) The U.S. equity return premium: past, present, and future. The Journal of Economic Perspectives, 23:193–208.CrossRefGoogle Scholar
  102. 574.
    Diba, B. and Grossman, H. (1988) Explosive rational bubbles in stock prices? The American Economic Review, 78:520–530.Google Scholar
  103. 590.
    Drees, B. and Eckwert, B. (1997) Intrinsic bubbles and asset price volatility. Economic Theory, 9:499–510.MATHCrossRefGoogle Scholar
  104. 656.
    Evans, G. (1991) Pitfalls in testing for explosive bubbles in asset prices. The American Economic Review, 81:922–930.Google Scholar
  105. 658.
    Evans, M. (1994) Expected returns, time-varying risk, and risk premia. Journal of Finance, 49:654–679.CrossRefGoogle Scholar
  106. 659.
    Evans, M. (1998) Dividend variability and stock market swings. Review of Economic Studies, 65:711–740.MATHCrossRefGoogle Scholar
  107. 660.
    Fama, E. (1965) The behaviour of stock market prices. Journal of Business, 38:34–105.CrossRefGoogle Scholar
  108. 661.
    Fama, E. (1970) Efficient capital markets: a review of theory and empirical work. Journal of Finance, 25:383–417.CrossRefGoogle Scholar
  109. 662.
    Fama, E. (1990) Stock returns, expected returns, and real activity. Journal of Finance, 45:1089–1107.CrossRefGoogle Scholar
  110. 663.
    Fama, E. (1991) Efficient capital markets: II. Journal of Finance, 46:1575–1618.CrossRefGoogle Scholar
  111. 664.
    Fama, E. (1998) Market efficiency, long-term returns, and behavioural finance. Journal of Financial Economics, 49:283–306.CrossRefGoogle Scholar
  112. 665.
    Fama, E. and Blume, M. (1966) Filter rules and stock market trading profits. Journal of Business, 39:226–241.CrossRefGoogle Scholar
  113. 666.
    Fama, E. and French, K. (1988) Permanent and temporary components of stock prices. Journal of Political Economy, 96:246–273.CrossRefGoogle Scholar
  114. 667.
    Fama, E. and French, K. (1988) Dividend yields and expected stock returns. Journal of Financial Economics, 22:3–27.CrossRefGoogle Scholar
  115. 668.
    Fama, E. and French, K. (1989) Business conditions and expected returns on stocks and bonds. Journal of Financial Economics, 25:23–49.CrossRefGoogle Scholar
  116. 670.
    Fama, E. and French, K. (1993) Common risk factors in the returns of stocks and bonds. Journal of Financial Economics, 33:3–56.MATHCrossRefGoogle Scholar
  117. 673.
    Fama, E. and French, K. (1996) Multifactor explanations of asset pricing anomalies. Journal of Finance, 51:55–85.CrossRefGoogle Scholar
  118. 675.
    Fama, E. and French, K. (2002) The equity premium. Journal of Finance, 57:637–660.CrossRefGoogle Scholar
  119. 679.
    Fama, E. and Schwert, G. (1977) Asset returns and inflation. Journal of Financial Economics, 5:115–146.CrossRefGoogle Scholar
  120. 685.
    Ferson, W. (1989) Changes in expected security returns, risk, and the level of interest rates. Journal of Finance, 44:1191–1217.CrossRefGoogle Scholar
  121. 686.
    Ferson, W. (1990) Are the latent variables in time varying expected returns compensation for consumption risk? Journal of Finance, 45:397–427.CrossRefGoogle Scholar
  122. 687.
    Ferson, W. (1995) Theory and empirical testing of asset pricing models. In Handbooks in Operations Research and Management Science, Vol. 9 (Finance), R.A. Jarrow, V. Maksimovic and W.T. Ziemba (eds.), North Holland, Amsterdam.Google Scholar
  123. 690.
    Ferson, W., Foerster, S. and Keim, D. (1993) General tests of latent variable models and mean variance spanning. Journal of Finance, 48:131–156.CrossRefGoogle Scholar
  124. 691.
    Ferson, W. and Harvey, C. (1991) The variation of economic risk premiums. Journal of Political Economy, 99:385–415.CrossRefGoogle Scholar
  125. 692.
    Ferson, W. and Harvey, C. (1992) Seasonality and consumption-based asset pricing. Journal of Finance, 47:511–551.CrossRefGoogle Scholar
  126. 693.
    Ferson, W. and Harvey, C. (1999) Conditioning variables and the cross-section of stock returns. Journal of Finance, 54:1325–1360.CrossRefGoogle Scholar
  127. 695.
    Ferson, W. and Korajczyk, R. (1995) Do arbitrage pricing models explain the predictability of stock returns? Journal of Business, 68:309–349.CrossRefGoogle Scholar
  128. 696.
    Ferson, W. and Jagannathan, R. (1996) Econometric evaluation of asset pricing models. In Handbook of Statistics (Vol. 14), G.S. Maddala and C.R. Rao (eds.), Elsevier Science Publisher.Google Scholar
  129. 698.
    Ferson, W. and Siegel, A. (2001) The efficient use of conditioning information in portfolios. Journal of Finance, 56:967–982.CrossRefGoogle Scholar
  130. 699.
    Ferson, W. and Siegel, A. (2003) Stochastic discount factor bounds with conditioning information. Review of Financial Studies, 16:567–595.CrossRefGoogle Scholar
  131. 713.
    Flannery, M. and Protopapadakis, A. (2002) Macroeconomic factors do influence aggregate stock returns. Review of Financial Studies, 15:751–782.CrossRefGoogle Scholar
  132. 715.
    Flavin, M. (1983) Excess volatility in financial markets: a reassessment of the empirical evidence. Journal of Political Economy, 91:929–956.CrossRefGoogle Scholar
  133. 718.
    Flood, R. and Hodrick, R. (1986) Asset price volatility, bubbles, and prices switching. Journal of Finance, 41:831–842.CrossRefGoogle Scholar
  134. 719.
    Flood, R. and Hodrick, R. (1990) On testing for speculative bubbles. Journal of Economic Perspective, 4:85–101.CrossRefGoogle Scholar
  135. 720.
    Flood, R., Hodrick, R. and Kaplan, P. (1986) An evaluation of recent evidence on stock market bubbles. NBER working paper, no.1971.Google Scholar
  136. 726.
    Fornari, F. (2002) The size of the equity premium. Temi di Discussione no.447, Banca d’Italia.Google Scholar
  137. 739.
    French, K. (1980) Stock returns and the weekend effect. Journal of Financial Economics, 8:55–69.CrossRefGoogle Scholar
  138. 741.
    French, K. and Roll, R. (1986) Stock return and variances: the arrival of information and reaction of traders. Journal of Finance, 17:5–26.Google Scholar
  139. 742.
    French, K., Schwert, G. and Stambaugh, R. (1987) Expected stock returns and volatility. Journal of Financial Economics, 19:3–29.CrossRefGoogle Scholar
  140. 745.
    Froot, K. and Obstfeld, M. (1991) Intrinsic bubbles: the case of stock prices. The American Economic Review, 81:1189–1213.Google Scholar
  141. 747.
    Gabaix, X. (2012) Variable rare disasters: an exactly solved framework for ten puzzles in macro-finance. Quarterly Journal fo Economics, 127:645–700.CrossRefGoogle Scholar
  142. 748.
    Gabaix, X. and Laibson, D. (2001) The 6D bias and the equity premium puzzle. NBER Macroeconomics Annual 2001, 257–328.CrossRefGoogle Scholar
  143. 750.
    Gallant, R., Hansen, L. and Tauchen, G. (1990) Using conditional moments of asset payoffs to infer the volatility of intertemporal marginal rates of substitution. Journal of Econometrics, 45:141–179.MATHCrossRefGoogle Scholar
  144. 753.
    Gallant, R. and Tauchen, G. (1989) Seminonparametric estimation of conditionally constrained heterogeneous processes: asset pricing applications. Econometrica, 57:1091–1120.MathSciNetMATHCrossRefGoogle Scholar
  145. 776.
    Gibbons, M. and Ferson, W. (1985) Testing asset pricing models with changing expectations and an unobservable market portfolio. Journal of Financial Economics, 14:217–236.CrossRefGoogle Scholar
  146. 782.
    Gilles, C. and LeRoy, S. (1991) Econometric aspects of variance-bounds tests: a survey. Review of Financial Studies, 4:753–791.CrossRefGoogle Scholar
  147. 795.
    Goetzmann, W. and Jorion, P. (1993) Testing the predictive power of dividend yields. Journal of Finance, 48:663–679.CrossRefGoogle Scholar
  148. 796.
    Goetzmann, W. and Jorion, P. (1995) A longer look at dividend yields. Journal of Business, 68:482–508.Google Scholar
  149. 797.
    Goetzmann, W. and Jorion, P. (1999) Global stock markets in the twentieth century. Journal of Finance, 54:953–980.CrossRefGoogle Scholar
  150. 816.
    Gourio, F. (2007) Disasters and recoveries. The American Economic Review 98:68–73.CrossRefGoogle Scholar
  151. 817.
    Goyal, A. and Welch, I. (2008) A comprehensive look at the empirical performance of equity premium prediction. Review of Financial Studies, 21:1455–1508.CrossRefGoogle Scholar
  152. 818.
    Graham, B. and Dodd, D. (1934) Security Analysis. McGraw-Hill, New York.Google Scholar
  153. 830.
    Grinblatt, M. and Keloharju, M. (2004) Tax-loss trading and wash sales. Journal of Financial Economics, 71:51–76.CrossRefGoogle Scholar
  154. 833.
    Grinblatt, M. and Moskowitz T. (2004) Predicting stock price movements from past returns: the role of consistency and tax-loss selling. Journal of Financial Economics 71:541–579.MATHCrossRefGoogle Scholar
  155. 845.
    Grossman, S., Melino A. and Shiller, R. (1987) Estimating the continuous time consumption based asset pricing model. Journal of Business and Economic Statistics, 5:315–327.Google Scholar
  156. 848.
    Grossman, S. and Shiller, R. (1981) The determinants of the variability of stock markets prices. The American Economic Review, 71:222–227.Google Scholar
  157. 850.
    Grundy, B. and Martin, S. (2001) Understanding the nature of the risks and the source of the rewards to momentum investing. Review of Financial Studies, 14:29–78.CrossRefGoogle Scholar
  158. 866.
    Gurkaynak, R. (2008) Econometric tests of asset price bubbles: taking stock. Journal of Economic Surveys, 22:166–186.CrossRefGoogle Scholar
  159. 880.
    Hall, R. (1988) Intertemporal substitution in consumption. Journal of Political Economy, 96:339–357.CrossRefGoogle Scholar
  160. 881.
    Hamilton, J. (1994) Time Series Analysis. Princeton University Press.Google Scholar
  161. 882.
    Hamilton, J. and Whiteman, C. (1985) The observable implications of self-fulfilling expectations. Journal of Monetary Economics, 16:353–373.CrossRefGoogle Scholar
  162. 884.
    Han, Y., Ke, Y. and Zhou G. (2013) A new anomaly: the cross-sectional profitability of technical analysis. Journal of Financial and Quantitative Analysis, 48:1433–1461.CrossRefGoogle Scholar
  163. 890.
    Hansen, L., Heaton, J. and Lutmer, E. (1995) Econometric evaluation of asset pricing models. Review of Financial Studies, 8:237–274.CrossRefGoogle Scholar
  164. 891.
    Hansen, L. and Jagannathan, R. (1991) Implications of security market data for models of dynamic economies. Journal of Political Economy, 91:249–265.CrossRefGoogle Scholar
  165. 892.
    Hansen, L. and Jagannathan, R. (1997) Assessing specification errors in stochastic discount factors models. Journal of Finance, 52:557–590.CrossRefGoogle Scholar
  166. 895.
    Hansen, L. and Singleton, K. (1982) Generalized instrumental variables estimation of nonlinear rational expectations models. Econometrica, 50:1269–1286.MathSciNetMATHCrossRefGoogle Scholar
  167. 896.
    Hansen, L. and Singleton, K. (1983) Stochastic consumption, risk aversion, and the temporal behavior of asset returns. Journal of Political Economy, 91:249–265.CrossRefGoogle Scholar
  168. 910.
    Harvey, C. and Siddique, A. (2000) Conditional skewness in asset pricing tests. Journal of Finance, 55:1263–1296.CrossRefGoogle Scholar
  169. 916.
    Hawawini, G. and Keim, D. (1995) On the predictability of common stock returns: world-wide evidence. In Handbooks in Operations Research and Management Science, Vol. 9 (Finance), R.A. Jarrow, V. Maksimovic and W.T. Ziemba (eds.), North Holland, Amsterdam.Google Scholar
  170. 941.
    Heston, S. and Sadka, R. (2008) Seasonality in the cross-section of stock returns. Journal of Financial Economics, 87:418–445.CrossRefGoogle Scholar
  171. 945.
    Hirshleifer, D. (2001) Investor psychology and asset pricing. Journal of Finance, 56:1533–1597.CrossRefGoogle Scholar
  172. 951.
    Hodrick, R. (1992) Dividend yields and expected stock returns: alternative procedures for inference and measurement. Review of Financial Studies, 5:357–386.CrossRefGoogle Scholar
  173. 958.
    Hong, H., Lim, T. and Stein, J. (2000) Bad news travels slowly: size, analyst coverage and the profitability of momentum strategies. Journal of Finance, 55:-265–295.Google Scholar
  174. 967.
    Hou, K. (2007) Industry information diffusion and the lead-lag effect in stock returns. Review of Financial Studies, 20:1113–1138.CrossRefGoogle Scholar
  175. 983.
    Huberman, G. and Kandel, S. (1990) Market efficiency and Value Line’s record. Journal of Business, 63:187–215.CrossRefGoogle Scholar
  176. 995.
    Hvidkjaer, S. (2006) A trade-based analysis of momentum. Review of Financial Studies, 19:458–491.CrossRefGoogle Scholar
  177. 996.
    Ibbotson, R. and Ritter, J. (1995) Initial public offerings. In Handbooks in Operations Research and Management Science, Vol. 9 (Finance), R.A. Jarrow, V. Maksimovic and W.T. Ziemba (eds.), North Holland, Amsterdam.Google Scholar
  178. 997.
    Ikeda, S. and Shibata, A. (1992) Fundamentals-dependent bubbles in stock prices. Journal of Monetary Economics, 30:143–168.CrossRefGoogle Scholar
  179. 998.
    Ikenberry, D., Lakonishok, J. and Vermaelen, T. (1995) Market underreaction to open market share repurchases. Journal of Financial Economics, 39:181–208.CrossRefGoogle Scholar
  180. 1006.
    Jacobs, K. and Wang, K. (2004) Idiosyncratic consumption risk and the cross section of asset returns. Journal of Finance, 59:2211–2252.CrossRefGoogle Scholar
  181. 1008.
    Jaffe, J. and Westerfield, R. (1999) The week-end effect in common stock returns: the international evidence. Journal of Finance, 40:433–454.CrossRefGoogle Scholar
  182. 1011.
    Jagannathan, R., McGrattan, E. and Scherbina, A. (2001) The declining U.S. equity premium. NBER working paper, no.8172.Google Scholar
  183. 1013.
    Jagannathan, R. and Wang, Z. (2007) Lazy investors, discretionary consumption, and the cross-section of stock returns. Journal of Finance, 62:1623–1661.CrossRefGoogle Scholar
  184. 1023.
    Jegadeesh, N. (1990) Evidence of predictable behavior of security returns. Journal of Finance, 45:881–898.CrossRefGoogle Scholar
  185. 1024.
    Jegadeesh, N. (1991) Seasonality in stock price mean reversion: evidence from the US and UK. Journal of Finance, 46:1427–1444.CrossRefGoogle Scholar
  186. 1026.
    Jegadeesh, N. and Titman, S. (1993) Returns to buying winners and selling losers: implications for stock market efficiency. Journal of Finance, 48:65–91.CrossRefGoogle Scholar
  187. 1027.
    Jegadeesh, N. and Titman, S. (1995) Overreaction, delayed reaction, and contrarian profits. Review of Financial Studies, 8:973–993.CrossRefGoogle Scholar
  188. 1028.
    Jegadeesh, N. and Titman S. (2001) Profitability of momentum strategies: an evaluation of alternative explanations. Journal of Finance, 56:699–720.CrossRefGoogle Scholar
  189. 1029.
    Jegadeesh, N. and Titman S. (2002) Cross-sectional and time-series determinants of momentum returns. Review of Financial Studies, 15:143–158.CrossRefGoogle Scholar
  190. 1031.
    Jensen, M. (1978) Some anomalous evidence regarding market efficiency. Journal of Financial Economics, 6:95–101.CrossRefGoogle Scholar
  191. 1039.
    Jones, C. (2001) A century of stock market liquidity and trading costs. Mimeo.Google Scholar
  192. 1054.
    Julliard, C. and Ghosh, A. (2012) Can rare events explain the equity premium puzzle? Review of Financial Studies, 25:3037–3076.CrossRefGoogle Scholar
  193. 1061.
    Kahneman, D. and Tversky, A. (1982) Intuitive prediction: biases and corrective procedures. In Judgement under Uncertainty: Heuristics and Biases, D. Kahneman, P. Slovic and A. Tversky (eds.), Cambridge University Press.Google Scholar
  194. 1068.
    Kandel, S. and Stambaugh, R. (1990) Expectations and volatility of consumption and asset returns. Review of Financial Studies, 3:207–232.CrossRefGoogle Scholar
  195. 1069.
    Kandel, S. and Stambaugh, R. (1991) Asset returns and intertemporal preferences. Journal of Monetary Economics, 27:39–71.CrossRefGoogle Scholar
  196. 1076.
    Kaul, G. (1996) Predictable components in stock returns. In Handbook of Statistics (Vol.14), G.S. Maddala and C.R. Rao (eds.), Elsevier Science Publisher.Google Scholar
  197. 1079.
    Keim, D. (1983) Size-related anomalies and stock return seasonality: further empirical evidence. Journal of Financial Economics, 12:13–32.CrossRefGoogle Scholar
  198. 1080.
    Keim, D. (1989) Trading patterns, bid-ask spreads, and estimated security returns: the case of common stock at calendar turning points. Journal of Financial Economics 25:75–97.CrossRefGoogle Scholar
  199. 1082.
    Keim, D. and Stambaugh, R. (1984) A further invetsigation of the weekend effect in stock returns. Journal of Finance, 39:819–835.CrossRefGoogle Scholar
  200. 1083.
    Keim, D. and Stambaugh, R. (1986) Predicting returns in the stock and bond markets. Journal of Financial Economics, 17:357–390.CrossRefGoogle Scholar
  201. 1093.
    Kim, J., Nelson, C. and Startz, R. (1991) Mean reversion in stock prices? A reappraisal of the empirical evidence. Review of Economic Studies, 58:515–528.CrossRefGoogle Scholar
  202. 1102.
    Kirby, C. (1997) Measuring the predictable variation in stock and bond returns. Review of Financial Studies, 10:579–630.CrossRefGoogle Scholar
  203. 1103.
    Kirby, C. (1998) The restrictions on predictability implied by rational asset pricing models. Review of Financial Studies, 11:343–382.CrossRefGoogle Scholar
  204. 1104.
    Kleidon, A. (1986) Variance bounds tests and stock price valuation models. Journal of Political Economy, 94:953–1001.CrossRefGoogle Scholar
  205. 1106.
    Knez, P. and Ready, M. (1996) Estimating the profits from trading strategies. Review of Financial Studies, 9:1121–1163.CrossRefGoogle Scholar
  206. 1109.
    Kocherlakota, N. (1990) On tests of representative consumer asset pricing models. Journal of Monetary Economics, 26:285–304.CrossRefGoogle Scholar
  207. 1112.
    Kocherlakota, N. (1996) The equity premium: it’s still a puzzle. Journal of Economic Literature, 34:42–71.Google Scholar
  208. 1120.
    Korajczyk, R. A. and Sadka, R. (2004) Are momentum profits robust to trading costs? Journal of Finance, 59:1039–1082.CrossRefGoogle Scholar
  209. 1123.
    Kothari, S. (2001) Capital markets research in accounting. Journal of Accounting and Economics, 31:105–231.CrossRefGoogle Scholar
  210. 1124.
    Kothari, S. and Shanken, J. (1992) Stock return variation and expected dividends. Journal of Financial Economics, 31:177–210.CrossRefGoogle Scholar
  211. 1125.
    Kothari, S. and Shanken, J. (1997) Book-to-market, dividend yield, and expected market returns: a time series analysis. Journal of Financial Economics, 44:169–203.CrossRefGoogle Scholar
  212. 1126.
    Kothari, S., Shanken, J. and Sloan, R. (1995) Another look at the cross-section of expected stock returns. Journal of Finance, 50:185–224.CrossRefGoogle Scholar
  213. 1127.
    Kothari, S. and Warner, J. (1997) Measuring long-horizon security price performance. Journal of Financial Economics, 43:301–339.CrossRefGoogle Scholar
  214. 1152.
    Labadie, P. (1989) Stochastic inflation and the equity premium. Journal of Monetary Economics, 24:277–298.CrossRefGoogle Scholar
  215. 1159.
    Lakonishok, J., Shleifer, A. and Vishny, R. (1994) Contrarian investment, extrapolation and risk. Journal of Finance, 49:1541–1578.CrossRefGoogle Scholar
  216. 1160.
    Lakonishok, J. and Smidt, A. (1988) Are seasonal anomalies real? A 90 years perspective. Review of Financial Studies, 1:403–425.CrossRefGoogle Scholar
  217. 1162.
    Lamont, O. (1998) Earnings and expected returns. Journal of Finance, 53:1563–1587.CrossRefGoogle Scholar
  218. 1165.
    Lamoureux, C. and Zhou, G. (1996) Temporary components of stock returns: what do the data tell us? Review of Financial Studies, 9:1033–1059.CrossRefGoogle Scholar
  219. 1167.
    La Porta, R. (1996) Expectations and the cross-section of stock returns. Journal of Finance, 51:1715–1742.CrossRefGoogle Scholar
  220. 1168.
    La Porta, R., Lakonishok, J., Shleifer, A. and Vishny, R. (1997) Good news for value stocks: further evidence on market efficiency. Journal of Finance, 52:859–874.CrossRefGoogle Scholar
  221. 1175.
    Lee, C. and Swaminathan, B. (2000) Price momentum and trading volume. Journal of Finance, 55:2017–2069.CrossRefGoogle Scholar
  222. 1177.
    Lehman, B. (1990) Fads, martingales, and market efficiency. Quarterly Journal of Economics, 105:1–28.CrossRefGoogle Scholar
  223. 1184.
    LeRoy, S. (1989) Efficient capital markets and martingales. Journal of Economic Literature, 27:1583–1621.Google Scholar
  224. 1187.
    LeRoy, S. and LaCivita, C. (1981) Risk aversion and the dispersion of asset prices. Journal of Business, 54:535–547.CrossRefGoogle Scholar
  225. 1188.
    LeRoy, S. and Parke, W. (1992) Stock price volatility; tests based on the geometric random walk. The American Economic Review, 82:981–992.Google Scholar
  226. 1189.
    LeRoy, S. and Porter, R. (1981) The present-value relation: tests based on implied variance bounds. Econometrica 49:555–574.MATHCrossRefGoogle Scholar
  227. 1190.
    LeRoy, S. and Steigerwald, D. (1995) Volatility. In Handbooks in Operations Research and Management Science, Vol. 9 (Finance), R.A. Jarrow, V. Maksimovic and W.T. Ziemba (eds.), North Holland, Amsterdam.Google Scholar
  228. 1194.
    Lettau, M. and Ludvigson, S. (2001) Consumption, aggregate wealth, and expected stock returns. Journal of Finance, 56:815–850.CrossRefGoogle Scholar
  229. 1195.
    Lettau, M. and Ludvigson, S. (2001) Resurrecting the (C)CAPM: a cross-sectional test when risk premia are time varying. Journal of Political Economy, 109:1238–1287.CrossRefGoogle Scholar
  230. 1196.
    Lettau, M. and Ludvigson, S. (2005) Expected returns and expected dividend growth. Journal of Financial Economics, 76:583–626.CrossRefGoogle Scholar
  231. 1197.
    Lettau, M., Ludvigson, S. and Wachter J. (2008) The declining equity premium: what role does macroeconomic risk play? Review of Financial Studies, 21:1653–1687.CrossRefGoogle Scholar
  232. 1199.
    Lettau, M. and Uhlig, H. (2000) Sharpe ratios and preferences an analytical approach. Macroeconomic Dynamics, 6:242–265.MATHCrossRefGoogle Scholar
  233. 1200.
    Lettau, M. and Van Nieuwerburgh, S. (2008) Reconciling the return predictability evidence. Review of Financial Studies, 21:1607–1652.CrossRefGoogle Scholar
  234. 1209.
    Lewellen, J. (1999) The time series relations among expected return, risk, and book-to-market. Journal of Financial Economics, 54:5–43.CrossRefGoogle Scholar
  235. 1210.
    Lewellen, J. (2002) Momentum and autocorrelation in stock returns. Review of Financial Studies, 15:533–564.CrossRefGoogle Scholar
  236. 1211.
    Lewellen, J. (2004) Predicting returns with financial ratios. Journal of Financial Economics, 74:209–235.CrossRefGoogle Scholar
  237. 1220.
    Lintner, J. (1956) Distribution of incomes of corporations among dividends, retained earnings, and taxes. The American Economic Review, 61:97–113.Google Scholar
  238. 1233.
    Lo, A. and MacKinlay, C. (1988) Stock market prices do not follow random walks: evidence from a simple specification test. Review of Financial Studies, 1:41–66.CrossRefGoogle Scholar
  239. 1234.
    Lo, A. and MacKinlay, C. (1989) The size and power of the variance ratio test in finite samples. A Monte Carlo investigation. Journal of Econometrics, 40:203–238.MathSciNetCrossRefGoogle Scholar
  240. 1236.
    Lo, A. and MacKinlay, C. (1990) An econometric analysis of nonsynchronous trading. Journal of Econometrics, 45:181–211.MathSciNetMATHCrossRefGoogle Scholar
  241. 1237.
    Lo, A. and MacKinlay, C. (1990) When are contrarian profits due to stock market overreaction? Review of Financial Studies, 3:175–206.CrossRefGoogle Scholar
  242. 1238.
    Lo, A. Mamaysky H. and Wang, J. (2001) Foundations of technical analysis: computational algorithms, statistical inference, and empirical implementation. Journal of Finance, 55:1705–1756.CrossRefGoogle Scholar
  243. 1247.
    Loughran, T. and Ritter, J. (1996) Long-term market overreaction: the effect of low priced stocks. Journal of Finance, 51:1959–1970.CrossRefGoogle Scholar
  244. 1270.
    MacKinlay, C. (1997) Event studies in economics and finance. Journal of Economic Literature, 35:13–40.Google Scholar
  245. 1290.
    Malkiel, B. (2003) The efficient market hypothesis and its critics. Journal of Economic Perspectives, 17:59–82.CrossRefGoogle Scholar
  246. 1294.
    Mankiw, G., Romer, D. and Shapiro, M. (1985) An unbiased reexamination of stock market volatility. Journal of Finance, 40:677–689.CrossRefGoogle Scholar
  247. 1295.
    Mankiw, G., Romer, D. and Shapiro, M. (1991) Stock market forecastability and volatility: a statistical appraisal. Review of Economic Studies, 38:455–477.CrossRefGoogle Scholar
  248. 1297.
    Mankiw, G. and Shapiro, M. (1986) Risk and return: consumption beta versus market beta. Review of Economics and Statistics, 48:452–459.CrossRefGoogle Scholar
  249. 1306.
    Marsh, T. and Merton, R. (1986) Dividend variability and variance bounds tests for the rationality of stock market prices. The American Economic Review, 76:483–498.Google Scholar
  250. 1307.
    Marsh, T. and Merton, R. (1987) Dividend behavior for the aggregate stock market. Journal of Business, 60:1–40.CrossRefGoogle Scholar
  251. 1308.
    Marshall, D. (1992) Inflation and asset returns in a monetary economy. Journal of Finance, 47:1315–1342.CrossRefGoogle Scholar
  252. 1315.
    McQueen, G., Pinegar, M. and Thorley, S. (1996) Delayed reaction to good news and the cross-autocorrelation of portfolio returns. Journal of Finance, 51:889–918.CrossRefGoogle Scholar
  253. 1316.
    Mech, T. (1993) Portfolio return autocorrelation. Journal of Financial Economics, 34:307–344.CrossRefGoogle Scholar
  254. 1319.
    Mehra, R. and Prescott, E. (1985) The equity premium: a puzzle. Journal of Monetary Economics, 15:145–161.CrossRefGoogle Scholar
  255. 1320.
    Mehra, R. and Prescott, E. (2003) The equity premium in retrospect. In Handbook of the Economics of Finance (Vol. 2B), G. Constantinides, M. Harris and R. Stulz, Elsevier Science Publisher, 889–938.Google Scholar
  256. 1321.
    Mehar, R. and Sah, R. (2002) Mood fluctuations, projection bias, and volatility of equity prices. Journal of Economic Dynamics and Control, 26:869–897.MathSciNetMATHCrossRefGoogle Scholar
  257. 1336.
    Michaely, R., Thaler, R. and Womack, K. (1995) Price reactions to dividend initiations and omissions: overreaction or drift? Journal of Finance, 50:573–607.CrossRefGoogle Scholar
  258. 1339.
    Michaely, R. and Womack, K. (1999) Conflict of interest and the credibility of underwriter analysts recommendations. Review of Financial Studies, 12:573–608.CrossRefGoogle Scholar
  259. 1354.
    Moskowitz, T. (2003) An analysis of risk and pricing anomalies. Review of Financial Studies, 16:417–457.CrossRefGoogle Scholar
  260. 1355.
    Moskowitz, T. and Grinblatt, M. (1999) Do industries explain momentum? Journal of Finance, 44:1249–1290.CrossRefGoogle Scholar
  261. 1373.
    Nelson, C. and Kim, M. (1993) Predictable stock returns: the role of small sample bias. Journal of Finance, 48:641–661.CrossRefGoogle Scholar
  262. 1391.
    Pagan, A. (1996) The econometrics of financial markets. Journal of Empirical Finance, 3:15–102.CrossRefGoogle Scholar
  263. 1392.
    Pagan, A. and Schwert, W. (1990) Alternative models for conditional stock volatility. Journal of Econometrics, 45:267–290.CrossRefGoogle Scholar
  264. 1400.
    Park, C. and Irwin, S. (2007) What do we know about the profitability of technical analysis? Journal of Economic Surveys, 21:786–826.CrossRefGoogle Scholar
  265. 1401.
    Parker, J. and Julliard, C. (2005) Consumption risk and the cross section of expected returns. Journal of Political Economy, 113:185–222.CrossRefGoogle Scholar
  266. 1406.
    Pástor, L. and Stambaugh, R. (2000) The equity premium and structural breaks. Journal of Finance, 56:1207–1239.CrossRefGoogle Scholar
  267. 1410.
    Patelis, A. (1997) Stock return predictability and the role of monetary policy. Journal of Finance, 52:1951–1972.CrossRefGoogle Scholar
  268. 1415.
    Pesaran, H. and Timmermann, A. (1995) Predictability of stock returns: robustness and economic significance. Journal of Finance, 50:1201–1227.CrossRefGoogle Scholar
  269. 1423.
    Po-Hsuan, H. and Chung-Ming, K. (2005) Reexamining the profitability of technical analysis with data snooping checks. Journal of Financial Econometrics, 3:606–628.CrossRefGoogle Scholar
  270. 1427.
    Pontiff, J. and Schall, L. (1998) Book-to-market ratios as predictors of market returns. Journal of Financial Economics, 49:141–160.CrossRefGoogle Scholar
  271. 1430.
    Poterba, J. and Summers, L. (1988) Mean reversion in stock prices: evidence and implications. Journal of Financial Economics, 22:27–60.CrossRefGoogle Scholar
  272. 1431.
    Poterba, J. and Weisbenner, S. (2001) Capital gains tax rules, tax loss trading, and turn-of-the-year returns. Journal of Finance 56:353–368.CrossRefGoogle Scholar
  273. 1444.
    Reinganum, M. (1983) The anomalous stock market behavior of small firms in January: Empirical tests for tax-loss selling effects. Journal of Financial Economics, 12:89–104.CrossRefGoogle Scholar
  274. 1447.
    Richards, A. (1997) Winner-loser reversals in national stock market indices: can they be explained? Journal of Finance, 52:2129–2144.CrossRefGoogle Scholar
  275. 1448.
    Richardson, M. (1993) Temporary components of stock prices: a skeptic view. Journal of Business and Economic Statistics, 11:199–207.Google Scholar
  276. 1449.
    Richardson, M. and Smith, T. (1994) A unified approach to testing for serial correlation in stock returns. Journal of Business, 67:371–399.CrossRefGoogle Scholar
  277. 1450.
    Richardson, M. and Stock, J. (1989) Drawing inferences from statistics based on multi-year asset returns. Journal of Financial Economics, 25:323–348.CrossRefGoogle Scholar
  278. 1451.
    Rietz, T. (1988) The equity risk premium: a solution. Journal of Monetary Economics, 22:117–131.CrossRefGoogle Scholar
  279. 1458.
    Roll, R. (1983) Vas ist das? The turn-of-the-year effect and the return premia of small firms. Journal of Portfolio Management 9:18–28.CrossRefGoogle Scholar
  280. 1459.
    Roll, R. (1984) Orange juice and weather. The American Economic Review, 74:861–880.Google Scholar
  281. 1460.
    Roll, R. (1988) R 2. Journal of Finance, 43:541–566.Google Scholar
  282. 1478.
    Rouwenhorst, G. (1998) International momentum strategies. Journal of Finance, 53:267–284.CrossRefGoogle Scholar
  283. 1480.
    Rozeff, M. (1984) Dividend yields are equity risky premiums. Journal of Portfolio Management, 11:68–75.CrossRefGoogle Scholar
  284. 1481.
    Rozeff, M. and Kinney, W. (1976) Capital market seasonality: the case of stock returns. Journal of Financial Economics, 3:57–63.CrossRefGoogle Scholar
  285. 1490.
    Salyer, K. (1998) Crash states and the equity premium: solving one puzzle raises another. Journal of Economic Dynamics and Control, 22:955–965.MATHCrossRefGoogle Scholar
  286. 1491.
    Samuelson, P. (1965) Proof that properly anticipated prices fluctuate randomly. Industrial Management Review, 6:41–49.Google Scholar
  287. 1497.
    Santos, T. and Veronesi, P. (2006) Labor income and predictable stock returns. Review of Financial Studies, 19:1–44.CrossRefGoogle Scholar
  288. 1509.
    Schwert, W. (1989) Why does stock market volatility change over time? Journal of Finance, 44:1115–1153.CrossRefGoogle Scholar
  289. 1510.
    Schwert, W. (2001) Anomalies and market efficiency. In Handbook of the Economics of Finance, Vol. 2, G. Constantinides, M. Harris and R. Stulz (eds.), Elsevier Science Publisher, 939–974.Google Scholar
  290. 1513.
    Scott, L. (1985) The present value model of stock prices: regression tests and Monte Carlo results. The Review of Economics and Statistics, 67:599–605.CrossRefGoogle Scholar
  291. 1533.
    Shiller, R. (1981) Do stock prices move too much to be justified by subsequent changes in dividends? The American Economic Review, 71:421–435.Google Scholar
  292. 1534.
    Shiller, R. (1981) The use of volatility measures in assessing market efficiency. Journal of Finance, 36:291–304.Google Scholar
  293. 1535.
    Shiller, R. (1984) Stock prices and social dynamics. Brookings Papers on Economic Activity, 2:457–498.CrossRefGoogle Scholar
  294. 1536.
    Shiller, R. (1986) The Marsh-Merton model of managers smoothing of dividends. The American Economic Review, 76:499–503.Google Scholar
  295. 1537.
    Shiller, R. (1988) The probability of gross violations of a present value variance inequality. Journal of Political Economy, 96:1089–1092.CrossRefGoogle Scholar
  296. 1538.
    Shiller, R. (1989) Market Volatility. MIT Press, Cambridge.Google Scholar
  297. 1542.
    Siegel, J. (1988) Stocks for the Long Run. McGraw-Hill.Google Scholar
  298. 1543.
    Siegel, J. (1999) The shrinking equity premium. Journal of Portfolio Management, 26:10–17.CrossRefGoogle Scholar
  299. 1549.
    Singleton, K. (1990) Specification and estimation of intertemporal asset pricing models. In Handbook of Monetary Economics, Vol.1, B. Friedman and F. Hahn (eds.), North-Holland, Amsterdam.Google Scholar
  300. 1578.
    Summers, L. (1986) Does the stock market rationality reflect fundamental values? Journal of Finance, 41:591–601.CrossRefGoogle Scholar
  301. 1591.
    Timmermann, A. (1994) Present value models with feedback. Journal of Economic Dynamics and Control, 18:1093–1119.MATHCrossRefGoogle Scholar
  302. 1595.
    Tirole, J. (1985) Asset bubbles and overlapping generations. Econometrica, 53:1499–1528.MathSciNetMATHCrossRefGoogle Scholar
  303. 1601.
    Tsay, R. (2010) Analysis of Financial Time Series, 3rd ed. Wiley, Chichester.MATHCrossRefGoogle Scholar
  304. 1633.
    Vuolteenaho, T. (2002) What drives firm level stock returns? Journal of Finance, 57:233–264.CrossRefGoogle Scholar
  305. 1637.
    Wachter, J. (2013) Can time-varying risk of rare disasters explain aggregate stock market volatility? Journal of Finance, 68:987–1035.CrossRefGoogle Scholar
  306. 1648.
    Weil, P. (1989) The equity premium puzzle and the risk-free rate puzzle. Journal of Monetary Economics, 24:401–21.CrossRefGoogle Scholar
  307. 1655.
    West, D. (1987) A specification test for speculative bubbles. Quarterly Journal of Economics, 102:553–580.CrossRefGoogle Scholar
  308. 1656.
    West, D. (1988) Bubbles, fads, and stock price volatility tests: a partial evaluation. Journal of Finance, 43:639–656.CrossRefGoogle Scholar
  309. 1657.
    West, D. (1988) Dividend innovations and stock price volatility. Econometrica, 56:37–61.CrossRefGoogle Scholar
  310. 1659.
    Wheatley, S. (1988) Some tests of the consumption-based asset pricing model. Journal of Monetary Economics, 22:193–215.CrossRefGoogle Scholar
  311. 1662.
    Womack, K. (1996) Do brokerage analysts’ recommendations have investment value? Journal of Finance, 51:137–167.CrossRefGoogle Scholar
  312. 1673.
    Zarowin, P. (1989) Does the stock market overreact to corporate earnings information? Journal of Finance, 54:1385–1399.Google Scholar
  313. 1674.
    Zarowin, P. (1990) Size, seasonality, and stock market overreaction. Journal of Financial and Quantitative Analysis, 25:113–125.CrossRefGoogle Scholar

Copyright information

© Springer-Verlag London Ltd. 2017

Authors and Affiliations

  • Emilio Barucci
    • 1
  • Claudio Fontana
    • 2
  1. 1.Dipartimento di MatematicaPolitecnico di MilanoMilanoItaly
  2. 2.Laboratoire de Probabilités et Modèles AléatoiresUniversité Paris Diderot (Paris 7)ParisFrance

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