Beware of the crash risk: Tail beta and the cross-section of stock returns in China

References

• Amihud, Y. 2002. “Illiquidity and Stock Returns: Cross-Section and Time-Series Effects.” Journal of Financial Markets 5 (1): 31–56.
   Web of Science ®Google Scholar
• Ang, A., J. Chen, and Y. Xing. 2006. “Downside Risk.” Review of Financial Studies 19 (4): 1191–1239.
   Web of Science ®Google Scholar
• Ang, A., R. J. Hodrick, Y. Xing, and X. Zhang. 2006. “The Cross-Section of Volatility and Expected Returns.” Journal of Finance 61 (1): 259–299.
   Web of Science ®Google Scholar
• Asness, C. S., A. Frazzini, N. J. Gormsen, and L. H. Pedersen. 2016. “Betting against Correlation: Testing Theories of the Low-Risk Effect.” https://ssrn.com/abstract=2913508
   Google Scholar
• Avramov, D., G. Kaplanski, and A. Subrahmanyam. 2018. “Stock Return Predictability: New Evidence from Moving Averages of Prices and Firm Fundamentals”. Available at SSRN: https://ssrn.com/abstract=3111334 http://dx.doi.org/10.2139/ssrn.3111334.
   Google Scholar
• Bali, T. G., and N. Cakici. 2004. “Value at Risk and Expected Stock Returns.” Financial Analyst Journal 60 (2): 57–73.
   Web of Science ®Google Scholar
• Bali, T. G., N. Cakici, and R. F. Whitelaw. 2014. “Hybrid Tail Risk and Expected Stock Returns: When Does the Tail Wag the Dog?” Review of Asset Pricing Studies 4 (2): 206–246.
   Google Scholar
• Blitz, D., M. X. Hanauer, and M. Vidojevic. 2017. “The Idiosyncratic Momentum Anomaly.” Working paper available at SSRN https://ssrn.com/abstract=2947044
   Google Scholar
• Carhart, M. M. 1997. “On Persistence in Mutual Fund Performance.” Journal of Finance 52 (1): 57–82.
   Web of Science ®Google Scholar
• Chabi-Yo, F., S. Ruenzi, and F. Weigert. 2018. “Crash Sensitivity and the Cross Section of Expected Returns.” Journal of Financial and Quantitative Analysis 53 (3): 1059–1100.
   Web of Science ®Google Scholar
• Daske, H., L. Hail, C. Leuz, and R. Verdi. 2008. “Mandatory IFRS Reporting around the World: Evidence on the Economic Consequences.” Journal of Accounting Research 46 (5): 1085–1142.
   Web of Science ®Google Scholar
• De Haan, L., and A. Ferreira. 2006. Extreme Value Theory: An Introduction. Springer.
   Google Scholar
• Dupuis, D. J.. 1999. “Exceedances Over High Thresholds: A Guide to Threshold Selection.” Extremes. 1: 251–261.
   Google Scholar
• Fama, E. F., and J. D. MacBeth. 1973. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy 81 (3): 607–636.
   Web of Science ®Google Scholar
• Fama, E. F., and K. R. French. 1993. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics 33 (1): 3–56.
   Web of Science ®Google Scholar
• Fama, E. F., and K. R. French. 2015. “A Five-Factor Asset Pricing Model.” Journal of Financial Economics 116 (1): 1–22.
   Web of Science ®Google Scholar
• Fama, E. F., and K. R. French. 2018. “Choosing Factors.” Journal of Financial Economics 128 (2): 234–253.
   Web of Science ®Google Scholar
• Frazzini, A., and L. H. Pedersen. 2014. “Betting Against Beta.” Journal of Financial Economics 111 (1): 1–25.
   Web of Science ®Google Scholar
• Gabaix, X., P. Gopikrishnan, and V. Plerou. 2006. “Institutional Investors and Stock Market Volatility.” The Quarterly Journal of Economics 121 (2): 461–504.
   Web of Science ®Google Scholar
• Galbraith, J. W., and C. Zernov. 2004. “Circuit Breakers and the Tail Index of Equity Returns.” Journal of Financial Econometrics 2 (1): 109–129.
   Google Scholar
• Gibbons, M. R., S. A. Ross, and J. Shanken. 1989. “A Test of the Efficiency of A Given Portfolio.” Econometrica 57 (5): 1121–1152.
   Web of Science ®Google Scholar
• Harvey, C. R., Y. Liu, and H. Zhu. 2016. “And the Cross-Section of Expected Returns.”.” Review of Financial Studies 29 (1): 5–68.
   Web of Science ®Google Scholar
• Hill, B. M. 1975. “A Simple General Approach to Inference about the Tail of A Distribution.” Annals of Statistics 3 (5): 1163–1174.
   Web of Science ®Google Scholar
• Hofstede Insights. 2018. “Country Comparison Tool.” Accessed 27 December 2018 https://www.hofstede-insights.com/product/compare-countries/
   Google Scholar
• Hong, H., T. Lim, and J. C. Stein. 2000. “Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies.” Journal of Finance 55 (1): 265–295.
   Web of Science ®Google Scholar
• Long, H., Y. Jiang, and Y. Zhu. 2018. “Idiosyncratic Tail Risk and Expected Stock Returns: Evidence from the Chinese Stock Markets.” Finance Research Letters 24: 129–136.
   Web of Science ®Google Scholar
• Huang, W., Q. Liu, S. G. Rhee, and F. Wu. 2012. “Extreme Downside Risk and Expected Stock Returns.” Journal of Banking and Finance 36 (5): 1492–1502.
   Web of Science ®Google Scholar
• Huberman, G., and S. Kandel. 1987. “Mean-Variance Spanning.” Journal of Finance 42 (4): 873–888.
   Web of Science ®Google Scholar
• Kelly, B., and H. Jiang. 2014. “Tail Risk and Asset Prices.” Review of Financial Studies 27 (10): 2841–2871.
   Web of Science ®Google Scholar
• Matthys, G., and J. Beirlant. 2000. “Adaptive Threshold Selection in Tail Index Estimation.” In Extremes and Integrated Risk Management (Edited by P. Embrechts), 37–49. Risk Books, London.
   Google Scholar
• Morgan, J. P. 1996. Riskmetrics Technical Document. 4th ed. New York: J.P. Morgan.
   Google Scholar
• Nartea, G. V., D. Kong, and J. Wu. 2017. “Do Extreme Returns Matter in Emerging Markets? Evidence from the Chinese Stock Market.” Journal of Banking and Finance 76: 189–197.
   Web of Science ®Google Scholar
• Newey, W. K., and K. D. West. 1987. “A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix.” Econometrica 55 (3): 703–708.
   Web of Science ®Google Scholar
• Patton, A., and A. Timmermann. 2010. “Monotonicity in Asset Returns: New Tests with Applications to the Term Structure, the CAPM, and Portfolio Sorts.” Journal of Financial Economics 98 (3): 605–625.
   Web of Science ®Google Scholar
• Sharpe, W. F. 1964. “Capital Asset Prices. a Theory of Market Equilibrium under Conditions of Risk.” Journal of Finance 19 (3): 425-442.
   Web of Science ®Google Scholar
• van Oordt, M. R. C., and C. Zhou. 2016. “Systematic Tail Risk.” Journal of Financial and Quantitative Analysis 51 (2): 685–705.
   Web of Science ®Google Scholar
• van Oordt, M. R. C., and C. Zhou. 2017. “Estimating Systematic Risk under Extremely Adverse Market Conditions.” Journal of Financial Econometrics nbx033.
   Google Scholar
• Weigert, F. 2016. “Crash Aversion and the Cross-Section of Expected Stock Returns Worldwide.” Review of Asset Pricing Studies 6 (1): 135–178.
   Web of Science ®Google Scholar
• WFE. 2018. “Monthly Report – November 2018.” World Federation of Exchanges. https://www.world-exchanges.org/our-work/statistics
   Google Scholar
• Zaremba, A. 2016. “Is There a Low-Risk Anomaly across Countries?” Eurasian Economic Review 6 (1): 45–65.
   Web of Science ®Google Scholar
• Zaremba, A., and J. Shemer. 2018. “No Pain, No Gain? the Puzzle of Risk-Return Relationship.” Price-Based Investment Strategies 125–165. doi:10.1007/978-3-319-91530-2_4.
   Google Scholar