CAPM Over the Long-Run: 1926-2001

A conditional one-factor model can account for the spread in the average returns of portfolios sorted by book-to-market ratios over the long run from 1926-2001. In contrast, earlier studies document strong evidence of a book-to-market effect using OLS regressions in the post-1963 sample. However, the betas of portfolios sorted by book-to-market ratios vary over time and in the presence of time-varying factor loadings, OLS inference produces inconsistent estimates of conditional alphas and betas. We show that under a conditional CAPM with time-varying betas, predictable market risk premia, and stochastic systematic volatility, there is little evidence that the conditional alpha for a book-to-market trading strategy is statistically different from zero.

[1]  Campbell R. Harvey The Specification of Conditional Expectations , 1991 .

[2]  Lon-Mu Liu,et al.  A bayesian approach to time-varying cross-sectional regression models , 1981 .

[3]  T. Sargent,et al.  Drifts and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S. , 2003 .

[4]  Stephen A. Ross,et al.  A Test of the Efficiency of a Given Portfolio , 1989 .

[5]  François Bourguignon,et al.  Value Versus Growth , 2003 .

[6]  A. Lo,et al.  Data-Snooping Biases in Tests of Financial Asset Pricing Models , 1989 .

[7]  W. Sharpe CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* , 1964 .

[8]  Campbell R. Harvey Time-Varying Conditional Covariances in Tests of Asset Pricing Models , 1989 .

[9]  E. Fama,et al.  Value Versus Growth: The International Evidence , 1997 .

[10]  Nicholas G. Polson,et al.  MCMC Methods for Financial Econometrics , 2002 .

[11]  James L. Davis,et al.  Characteristics, Covariances, and Average Returns: 1929-1997 , 1999 .

[12]  Guofu Zhou,et al.  Temporary Components of Stock Returns: What Do the Data Tell Us? , 1996 .

[13]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[14]  Nicholas Barberis,et al.  Style Investing , 2000 .

[15]  Discussion of Cogley and Sargent's 'Drifts and Volatilities: Monetary Policy and Outcomes in the Post WWII U.S.' , 2003 .

[16]  Lu Zhang,et al.  Equilibrium Cross Section of Returns , 2002, Journal of Political Economy.

[17]  Francesco Franzoni Where is Beta Going? The Riskiness of Value and Small Stocks , 2002 .

[18]  Luis M. Viceira,et al.  Consumption and Portfolio Decisions When Expected Returns are Time Varying , 1996 .

[19]  Tim Loughran Book-to-Market across Firm Size, Exchange, and Seasonality: Is There an Effect? , 1997, Journal of Financial and Quantitative Analysis.

[20]  R. Kohn,et al.  On Gibbs sampling for state space models , 1994 .

[21]  E. Fama,et al.  Industry costs of equity , 1997 .

[22]  Jurgen A. Doornik,et al.  Object-orientd matrix programming using OX , 1996 .

[23]  J. Chen,et al.  Intertemporal CAPM and the Cross-Section of Stock Returns , 2002 .

[24]  Narasimhan Jegadeesh,et al.  Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency , 1993 .

[25]  Peter E. Rossi,et al.  Bayesian Analysis of Stochastic Volatility Models , 1994 .

[26]  R. Thaler,et al.  Does the Stock Market Overreact , 1985 .

[27]  Yufeng Han,et al.  Asset Allocation with a High Dimensional Latent Factor Stochastic Volatility Model , 2005 .

[28]  J. Campbell Intertemporal Asset Pricing Without Consumption Data , 1992 .

[29]  Michael J. Cooper,et al.  On the Predictability of Stock Returns in Real Time , 1998 .

[30]  Lu Zhang,et al.  Is Value Riskier than Growth? , 2003 .

[31]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[32]  Peter E. Rossi,et al.  Bayesian analysis of stochastic volatility models with fat-tails and correlated errors , 2004 .

[33]  James D. Hamilton Time Series Analysis , 1994 .

[34]  C. S. Jones The dynamics of stochastic volatility: evidence from underlying and options markets , 2003 .

[35]  S. Basu The relationship between earnings' yield, market value and return for NYSE common stocks: Further evidence , 1983 .

[36]  G. Schwert Why Does Stock Market Volatility Change Over Time? , 1988 .

[37]  Peter J. Knez,et al.  On The Robustness of Size and Book‐to‐Market in Cross‐Sectional Regressions , 1997 .

[38]  J. Lintner THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS , 1965 .

[39]  R. C. Merton,et al.  Optimum consumption and portfolio rules in a continuous - time model Journal of Economic Theory 3 , 1971 .

[40]  Dean P. Foster,et al.  Continuous Record Asymptotics for Rolling Sample Variance Estimators , 1994 .

[41]  Susan M. Mangiero International Momentum Strategies , 1998 .

[42]  Philippe Jorion,et al.  GLOBAL STOCK MARKETS IN THE TWENTIETH CENTURY , 1999 .

[43]  Campbell R. Harvey,et al.  The Risk and Predictability of International Equity Returns , 1993 .

[44]  Guojun Wu,et al.  Asymmetric Volatility and Risk in Equity Markets , 1997 .

[45]  R. Banz,et al.  The relationship between return and market value of common stocks , 1981 .

[46]  Campbell R. Harvey,et al.  What Determines Expected International Asset Returns? , 1994 .

[47]  E. Fama,et al.  Multifactor Explanations of Asset Pricing Anomalies , 1996 .

[48]  T. Adrian,et al.  Learning About Beta : An Explanation of the Value Premium , 2002 .

[49]  Gergana Jostova,et al.  Bayesian Analysis of Stochastic Betas , 2005 .

[50]  Florencio Lopez-de-Silanes,et al.  What Works in Securities Laws? , 2003 .

[51]  Bruce D. Grundy,et al.  Understanding the Nature of the Risks and the Source of the Rewards to Momentum Investing , 1998 .

[52]  Thomas A. Rietz The equity risk premium a solution , 1988 .

[53]  K. Rouwenhorst,et al.  International Momentum Strategies , 1997 .

[54]  John Y. Campbell,et al.  No News is Good News: An Asymmetric Model of Changing Volatility in Stock Returns , 1991 .

[55]  James L. Davis The Cross-Section of Realized Stock Returns: The Pre- Compustat Evidence , 1994 .

[56]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[57]  S. P. Kothari,et al.  Another Look at the Cross-section of Expected Stock Returns , 1995 .

[58]  F. Black,et al.  The Capital Asset Pricing Model: Some Empirical Tests , 2006 .

[59]  Doron Avramov,et al.  Stock Return Predictability and Asset Pricing Models , 2003 .

[60]  E. Fama,et al.  The Value Premium and the CAPM , 2005 .

[61]  R. Jagannathan,et al.  The Conditional CAPM and the Cross-Section of Expected Returns , 1996 .

[62]  E. Fama,et al.  The Cross‐Section of Expected Stock Returns , 1992 .

[63]  Michael C. Jensen,et al.  Studies in the Theory of Capital Markets. , 1973 .

[64]  P. Bossaerts,et al.  Has the Cross-Section of Average Returns Always Been the Same? Evidence from Germany, 1881-1913 , 2000 .

[65]  Ľuboš Pástor,et al.  Costs of Equity Capital and Model Mispricing , 1998 .

[66]  E. Fama,et al.  Risk, Return, and Equilibrium: Empirical Tests , 1973, Journal of Political Economy.

[67]  Eduardo S. Schwartz,et al.  The Role of Learning in Dynamic Portfolio Decisions ? , 1998 .

[68]  Fischer Black,et al.  Beta and Return , 1993 .

[69]  M. Lettau,et al.  Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk , 2000 .

[70]  David Hsieh Chaos and Nonlinear Dynamics: Application to Financial Markets , 1991 .

[71]  Campbell R. Harvey,et al.  The Variation of Economic Risk Premiums , 1990, Journal of Political Economy.

[72]  Martin D. D. Evans Peso Problems: Their Theoretical and Empirical Implications , 1998 .

[73]  James L. Davis,et al.  Characteristics, Covariances, and Average Returns: 1929-1997 , 1999 .

[74]  Edward C. Prescott,et al.  Estimation in the Presence of Stochastic Parameter Variation , 1976 .

[75]  John H. Cochrane,et al.  A Cross-Sectional Test of an Investment-Based Asset Pricing Model , 1996, Journal of Political Economy.

[76]  Jonathan R. Stroud,et al.  Sequential Optimal Portfolio Performance: Market and Volatility Timing , 2002 .

[77]  P. Veronesi,et al.  Conditional Betas , 2004 .

[78]  Kalok Chan,et al.  An Unconditional Asset-Pricing Test and the Role of Firm Size as an Instrumental Variable for Risk , 1988 .

[79]  Andrew Ang,et al.  How to Discount Cashflows with Time-Varying Expected Returns , 2002 .

[80]  A. Zellner An Introduction to Bayesian Inference in Econometrics , 1971 .

[81]  T. Adrian,et al.  Learning About Beta: Time-Varying Factor Loadings, Expected Returns, and the Conditional CAPM , 2008 .

[82]  Kent D. Daniel,et al.  NBER WORKING PAPER SERIES EVIDENCE ON THE CHARACTERISTICS OF CROSS SECTIONAL VARIATION IN STOCK RETURNS , 1996 .

[83]  Nicholas G. Polson,et al.  Volatility Timing and Portfolio Returns , 2000 .

[84]  Robert A. Korajczyk,et al.  Do Arbitrage Pricing Models Explain the Predictability of Stock Returns? , 1995 .

[85]  Jay Shanken,et al.  Intertemporal asset pricing: An Empirical Investigation , 1990 .

[86]  Gautam Kaul,et al.  Asymmetric Predictability of Conditional Variances , 1991 .

[87]  T. Sargent,et al.  Drifts and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S. , 2005 .

[88]  Michael W. Brandt,et al.  On the Relationship between the Conditional Mean and Volatility of Stock Returns: A Latent VAR Approach , 2002 .

[89]  Jón Dańıelsson Stochastic volatility in asset prices estimation with simulated maximum likelihood , 1994 .

[90]  Michael J. Cooper,et al.  Value versus glamour , 2003 .

[91]  Ľuboš Pástor Portfolio Selection and Asset Pricing Models , 1999 .