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Getting Paid to Hedge: Why Don’t Investors Pay a Premium to Hedge Downturns?

Published online by Cambridge University Press:  07 September 2018

Nishad Kapadia ,
Barbara Bennett Ostdiek ,
James P. Weston  and
Morad Zekhnini
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Abstract

Stocks that hedge sustained market downturns should have low expected returns, but they do not. We use ex ante firm characteristics and covariances to construct a tradable safe minus risky (SMR) portfolio that hedges market downturns out of sample. Although downturns (peaks to troughs in market index levels at the business-cycle frequency) predict significant declines in gross domestic product growth, SMR has significant positive average returns and 4-factor alphas (both around 0.8% per month). Risk-based models do not explain SMR’s returns, but mispricing does. Risky stocks are overpriced when sentiment is high, resulting in subsequent returns of -0.9% per month.

Type
Research Article
Information
Journal of Financial and Quantitative Analysis , Volume 54 , Issue 3 , June 2019 , pp. 1157 - 1192
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2018 

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Footnotes

1

We thank Hendrik Bessembinder (the editor), Oliver Boguth (the referee), and seminar participants at Rice University, Southern Methodist University, University of Melbourne, and University of North Carolina at Charlotte for helpful comments and suggestions.

References

Almeida, H.; Campello, M.; Laranjeira, B.; and Weisbenner, S.. “Corporate Debt Maturity and the Real Effects of the 2007 Credit Crisis.” Critical Finance Review, 1 (2012), 3–58.Google Scholar
Ang, A.; Chen, J.; and Xing, Y.. “Downside Risk.” Review of Financial Studies, 19 (2006), 1191–1239.Google Scholar
Ang, A.; Hodrick, R.; Xing, Y.; and Zhang, X.. “The Cross-Section of Volatility and Expected Returns.” Journal of Finance, 61 (2006), 259–299.Google Scholar
Asness, C.; Frazzini, A.; and Pedersen, L. H.. “Quality Minus Junk.” Working Paper, AQR (2013).Google Scholar
Babenko, I.; Boguth, O.; and Tserlukevich, Y.. “Idiosyncratic Cash Flows and Systematic Risk.” Journal of Finance, 71 (2016), 425–456.Google Scholar
Baker, M., and Wurgler, J.. “Investor Sentiment and the Cross-Section of Stock Returns.” Journal of Finance, 61 (2006), 1645–1680.Google Scholar
Boguth, O.; Carlson, M.; Fisher, A.; and Simutin, M.. “Conditional Risk and Performance Evaluation: Volatility Timing, Overconditioning, and New Estimates of Momentum Alphas.” Journal of Financial Economics, 102 (2011), 363–389.Google Scholar
Brown, S. K.“A Year-End Look at the Economic Slowdown’s Impact on Middle-Aged and Older Americans.” Available at https://www.aarp.org/money/credit-loans-debt/info-01-2009/economic_slowdown_09.html (2009).Google Scholar
Bry, G., and Boschan, C.. “Standard Business Cycle Analysis of Economic Time Series.” In Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, Cambridge, MA: NBER (1971), 64–150.Google Scholar
Campbell, J. Y.; Hilscher, J.; and Szilagyi, J.. “In Search of Distress Risk.” Journal of Finance, 63 (2008), 2899–2939.Google Scholar
Carhart, M. M.“On Persistence in Mutual Fund Performance.” Journal of Finance, 52 (1997), 57–82.Google Scholar
Cederburg, S., and O’Doherty, M. S.. “Does It Pay to Bet against Beta? On the Conditional Performance of the Beta Anomaly.” Journal of Finance, 71 (2016), 737–774.Google Scholar
Chang, S.; Stuckler, D.; Yip, P.; and Gunnell, D.. “Impact of 2008 Global Economic Crisis on Suicide: Time Trend Study in 54 Countries.” British Medical Journal, 347 (2013), f5239.Google Scholar
Chen, N.; Roll, R.; and Ross, S. A.. “Economic Forces and the Stock Market.” Journal of Business, 59 (1986), 383–403.Google Scholar
Chordia, T., and Shivakumar, L.. “Momentum, Business Cycle, and Time-Varying Expected Returns.” Journal of Finance, 57 (2002), 985–1019.Google Scholar
Cochrane, J. H. Asset Pricing. Princeton, NJ: Princeton University Press (2005).Google Scholar
Cochrane, J. H.“Presidential Address: Discount Rates.” Journal of Finance, 66 (2011), 1047–1108.Google Scholar
Conrad, J.; Kapadia, N.; and Xing, Y.. “Death and Jackpot: Why Do Individual Investors Hold Overpriced Stocks?” Journal of Financial Economics, 113 (2014), 455–475.Google Scholar
Cooper, M. J.; Gulen, H.; and Schill, M. J.. “Asset Growth and the Cross-Section of Stock Returns.” Journal of Finance, 63 (2008), 1609–1651.Google Scholar
Daniel, K., and Titman, S.. “Evidence on the Characteristics of Cross Sectional Variation in Stock Returns.” Journal of Finance, 52 (1997), 1–33.Google Scholar
Daniel, K., and Titman, S.. “Market Reactions to Tangible and Intangible Information.” Journal of Finance, 61 (2006), 1605–1643.Google Scholar
Engelberg, J., and Parsons, C. A.. “Worrying about the Stock Market: Evidence from Hospital Admissions.” Journal of Finance, 71 (2016), 1227–1250.Google Scholar
Fama, E. F.“Stock Returns, Real Activity, Inflation, and Money.” American Economic Review, 71 (1981), 545–565.Google Scholar
Fama, E. F., and French, K. R.. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics, 33 (1993), 3–56.Google Scholar
Fama, E. F., and French, K. R.. “The Value Premium and the CAPM.” Journal of Finance, 61 (2006), 2163–2185.Google Scholar
Fama, E. F., and French, K. R.. “Dissecting Anomalies.” Journal of Finance, 63 (2008), 1653–1678.Google Scholar
Fama, E. F., and French, K. R.. “A Five-Factor Asset Pricing Model.” Journal of Financial Economics, 116 (2015), 1–22.Google Scholar
Fama, E. F., and MacBeth, J. D.. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy, 81 (1973), 607–636.Google Scholar
Frazzini, A., and Pedersen, L. H.. “Betting against Beta.” Journal of Financial Economics, 111 (2014), 1–25.Google Scholar
Gabaix, X., and Laibson, D.. “The 6D Bias and the Equity-Premium Puzzle.” NBER Macroeconomics Annual, 16 (2001), 257–330.Google Scholar
Garlappi, L.; Shu, T.; and Yan, H.. “Default Risk, Shareholder Advantage, and Stock Returns.” Review of Financial Studies, 21 (2008), 2743–2778.Google Scholar
Gertler, M., and Gilchrist, S.. “Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms.” Quarterly Journal of Economics, (1994), 309–340.Google Scholar
Goetzmann, W. N.; Watanabe, A.; and Watanabe, M.. “Procyclical Stocks Earn Higher Returns.” Working Paper, available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1570705 (2012).Google Scholar
Graham, B. The Intelligent Investor, 4th rev. ed. New York, NY: Harper & Row (1973).Google Scholar
Grossman, S. J., and Laroque, G.. “Asset Pricing and Optimal Portfolio Choice in the Presence of Illiquid Consumption Goods.” Econometrica, 58 (1990), 25–52.Google Scholar
Hansen, L. P., and Singleton, K. J.. “Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models.” Econometrica, 50 (1982), 1269–1286.Google Scholar
Hirshleifer, D.; Hou, K.; Teoh, S. H.; and Zhang, Y.. “Do Investors Overvalue Firms with Bloated Balance Sheets?” Journal of Accounting and Economics, 38 (2004), 297–331.Google Scholar
Hou, K.; Xue, C.; and Zhang, L.. “Digesting Anomalies: An Investment Approach.” Review of Financial Studies, 28 (2015), 650–705.Google Scholar
Hou, K.; Xue, C.; and Zhang, L.. “Replicating Anomalies.” Review of Financial Studies, forthcoming (2019).Google Scholar
Kozak, S.; Nagel, S.; and Santosh, S.. “Interpreting Factor Models.” Journal of Finance, 73 (2018), 1183–1223.Google Scholar
Lewellen, J.; Nagel, S.; and Shanken, J.. “A Skeptical Appraisal of Asset Pricing Tests.” Journal of Financial Economics, 96 (2010), 175–194.Google Scholar
Liew, J., and Vassalou, M.. “Can Book-to-Market, Size and Momentum Be Risk Factors That Predict Economic Growth.” Journal of Financial Economics, 57 (2000), 221–245.Google Scholar
Lin, X., and Zhang, L.. “The Investment Manifesto.” Journal of Monetary Economics, 60 (2013), 351–366.Google Scholar
Lunde, A., and Timmermann, A.. “Duration Dependence in Stock Prices: An Analysis of Bull and Bear Markets.” Journal of Business & Economic Statistics, 22 (2004), 253–273.Google Scholar
Lynch, A. W.“Decision Frequency and Synchronization across Agents: Implications for Aggregate Consumption and Equity Return.” Journal of Finance, 51 (1996), 1479–1497.Google Scholar
Marshall, D. A., and Parekh, N. G.. “Can Costs of Consumption Adjustment Explain Asset Pricing Puzzles?” Journal of Finance, 54 (1999), 623–654.Google Scholar
Newey, W. K., and West, K. D.. “A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix.” Econometrica, 55 (1987), 703–708.Google Scholar
Novy-Marx, R.“The Other Side of Value: The Gross Profitability Premium.” Journal of Financial Economics, 108 (2013), 1–28.Google Scholar
Ohlson, J. A.“Financial Ratios and the Probabilistic Prediction of Bankruptcy.” Journal of Accounting Research, 18 (1980), 109–131.Google Scholar
Pagan, A. R., and Sossounov, K. A.. “A Simple Framework for Analyzing Bull and Bear Markets.” Journal of Applied Econometrics, 18 (2003), 23–46.Google Scholar
Ritter, J. R.“The Long-Run Performance of Initial Public Offerings.” Journal of Finance, 46 (1991), 3–27.Google Scholar
Sloan, R.“Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings?” Accounting Review, 71 (1996), 289–315.Google Scholar
Stambaugh, R. F.; Yu, J.; and Yuan, Y.. “The Short of It: Investor Sentiment and Anomalies.” Journal of Financial Economics, 104 (2012), 288–302.Google Scholar
Tu, J., and Zhou, G.. “Markowitz Meets Talmud: A Combination of Sophisticated and Naive Diversification Strategies.” Journal of Financial Economics, 99 (2011), 204–215.Google Scholar
Vassalou, M.“News Related to Future GDP Growth as a Risk Factor in Equity Returns.” Journal of Financial Economics, 68 (2003), 47–73.Google Scholar
White, H.“A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity.” Econometrica, 48 (1980), 817–838.Google Scholar
Xing, Y.“Interpreting the Value Effect through the Q-Theory: An Empirical Investigation.” Review of Financial Studies, 21 (2008), 1767–1795.Google Scholar
Zhang, L.“The Value Premium.” Journal of Finance, 60 (2005), 67–103.Google Scholar
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