Takeovers and the Cross-Section of Returns

This paper considers the impact of takeover (or acquisition) likelihood on firm valuation. If firms are more likely to acquire during times when they have free cash and/or when the required rate of return is low, takeover targets become more sensitive to shocks to aggregate cash flows and/or to the price of risk. Thus, ceteris paribus, firms that are exposed to takeovers will have a different rate of return from firms that are protected from takeovers. Using estimates of the likelihood that a firm will be acquired, we create a takeover-spread portfolio that buys firms with a high likelihood of being acquired and shorts firms with low likelihood of being acquired. Relative to the Fama-French model, the takeover-spread portfolio generates annualized abnormal returns of up to 12% between 1980 and 2004. Further, the takeover-spread portfolio is shown to be important in explaining cross-sectional differences in equity returns. Additionally, using a two-beta model that distinguishes cash flow shocks from discount rate shocks, we show that firms more likely to be taken over have higher betas on the aggregate cash factor. Finally, we provide an explanation for the existence of abnormal returns associated with governancespread portfolios (Gompers, Ishii and Metrick, 2003 and Cremers and Nair, 2005), and relate the takeover-spread portfolio returns to takeover activity in the economy.

[1]  S. Mullainathan,et al.  Enjoying the Quiet Life? Corporate Governance and Managerial Preferences , 2003, Journal of Political Economy.

[2]  Alma Cohen,et al.  What Matters in Corporate Governance? , 2004 .

[3]  R. Bruner Does M&A Pay? (Chapter 3) , 2003 .

[4]  William L. Megginson,et al.  The Role of Asset Structure, Ownership Structure, and Takeover Defenses in Determining Acquisition Likelihood , 1992, Journal of Financial and Quantitative Analysis.

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

[6]  Ravi Jagannathan,et al.  Assessing Specification Errors in Stochastic Discount Factor Models , 1994 .

[7]  Sanford J. Grossman,et al.  The Determinants of the Variability of Stock Market Prices , 1980 .

[8]  Mark M. Carhart On Persistence in Mutual Fund Performance , 1997 .

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

[10]  Seung C. Ahn,et al.  Small Sample Properties of the Model Specification Test Based on the Hansen-Jagannathan Distance , 1999 .

[11]  E. Fama,et al.  BUSINESS CONDITIONS AND EXPECTED RETURNS ON STOCKS AND BONDS , 1989 .

[12]  Yihong Xia,et al.  Estimation and Test of a Simple Model of Intertemporal Capital Asset Pricing , 2002 .

[13]  S. Viswanathan,et al.  Market Valuation and Merger Waves , 2004 .

[14]  Erik Stafford,et al.  New Evidence and Perspectives on Mergers , 2001 .

[15]  Ravi Jagannathan,et al.  An Asymptotic Theory for Estimating Beta‐Pricing Models Using Cross‐Sectional Regression , 1998 .

[16]  J. Cochrane Production‐Based Asset Pricing and the Link Between Stock Returns and Economic Fluctuations , 1991 .

[17]  Paul A. Gompers,et al.  CORPORATE GOVERNANCE AND EQUITY PRICES , 2002 .

[18]  Owen A. Lamont Investment Plans and Stock Returns , 1999 .

[19]  Steven N. Kaplan,et al.  Corporate Governance and Merger Activity in the United States: Making Sense of the 1980s and 1990s , 2001 .

[20]  A. Shleifer,et al.  Large Shareholders and Corporate Control , 1986, Journal of Political Economy.

[21]  Artur Raviv,et al.  Corporate control contests and capital structure , 1988 .

[22]  René M. Stulz,et al.  Managerial control of voting rights: Financing policies and the market for corporate control , 1988 .

[23]  David M. Kreps,et al.  Martingales and arbitrage in multiperiod securities markets , 1979 .

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

[25]  E. Fama,et al.  Dividend yields and expected stock returns , 1988 .

[26]  R. Shiller,et al.  The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors , 1986 .

[27]  John E. Core,et al.  Does Weak Governance Cause Weak Stock Returns? An Examination of Firm Operating Performance and Investors' Expectations , 2004 .

[28]  S. Viswanathan,et al.  Valuation Waves and Merger Activity: The Empirical Evidence , 2004 .

[29]  Jay Shanken On the Estimation of Beta-Pricing Models , 1992 .

[30]  R. Shiller Stock Prices and Social Dynamics , 1984 .

[31]  Madhav V. Rajan,et al.  Identifying Control Motives in Managerial Ownership: Evidence from Antitakeover Legislation , 2005 .

[32]  M. C. Jensen,et al.  Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers , 1999 .

[33]  Vinay B. Nair,et al.  Governance Mechanisms and Bond Prices , 2006 .

[34]  Owen A. Lamont Earnings and Expected Returns , 1996 .

[35]  Sydney C. Ludvigson,et al.  Consumption, Aggregate Wealth and Expected Stock Returns , 1999 .

[36]  Boyan Jovanovic,et al.  Mergers and Technological Change: 1885-1998 , 2001 .

[37]  Krishna G. Palepu,et al.  Predicting takeover targets: A methodological and empirical analysis , 1986 .

[38]  R. C. Merton,et al.  AN INTERTEMPORAL CAPITAL ASSET PRICING MODEL , 1973 .

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

[40]  R. Powell,et al.  Takeover Prediction Models and Portfolio Strategies: A Multinomial Approach , 2004 .

[41]  R. Hodrick Dividend Yields and Expected Stock Returns: Alternative Procedures for Interference and Measurement , 1991 .

[42]  Joel Hasbrouck The characteristics of takeover targets and other measures , 1985 .

[43]  Martijn Cremers,et al.  Governance Mechanisms and Equity Prices , 2003 .

[44]  R. Stambaugh,et al.  Portfolio Inefficiency and the Cross-Section of Expected Returns , 1994 .

[45]  Ravi Bansal,et al.  Risks for the Long Run: A Potential Resolution of Asset Pricing Puzzles , 2000 .

[46]  James Dow,et al.  Equilibrium Investment and Asset Prices under Imperfect Corporate Control , 2005 .

[47]  Darrell Duffie,et al.  Asset Pricing with Heterogeneous Consumers , 1996, Journal of Political Economy.

[48]  W. Ferson,et al.  The Alpha Factor Asset Pricing Model: A Parable , 1998 .

[49]  Daniel Giamouridis,et al.  Predicting European Takeover Targets , 2009 .

[50]  Andrew B. Abel Optimal Investment under Uncertainty , 1983 .

[51]  Jessica A. Wachter,et al.  Why is Long-Horizon Equity Less Risky? A Duration-Based Explanation of the Value Premium , 2005 .

[52]  J. Campbell,et al.  By Force of Habit: A Consumption‐Based Explanation of Aggregate Stock Market Behavior , 1995, Journal of Political Economy.

[53]  Alexander W. Butler,et al.  Can Managers Forecast Aggregate Market Returns? , 2003 .