Do Option Characteristics Predict the Underlying Stock Returns in the Cross-Section?
References
- (2021a) Closed-form implied volatility surfaces for stochastic volatility models with jumps. J. Econometrics 222(1):364–392.Crossref, Google Scholar
- (2021b) Implied stochastic volatility models. Rev. Financial Stud. 34(1):394–450.Crossref, Google Scholar
- (2015) Does realized skewness predict the cross-section of equity returns? J. Financial Econom. 118(1):135–167.Crossref, Google Scholar
- (2014) The joint cross section of stocks and options. J. Finance 69(5):2279–2337.Crossref, Google Scholar
- (2015) The risk premia embedded in index options. J. Financial Econom. 117(3):558–584.Crossref, Google Scholar
- (2006a) Downside risk. Rev. Financial Stud. 19(4):1191–1239.Crossref, Google Scholar
- (2020) Using stocks or portfolios in tests of factor models. J. Financial Quant. Anal. 55(3):709–750.Crossref, Google Scholar
- (2006b) The cross-section of volatility and expected returns. J. Finance 61(1):259–299.Crossref, Google Scholar
- (2020) Informed options trading prior to takeover announcements: Insider trading? Annual Rev. Financial Econom. 12(1):327–355.Crossref, Google Scholar
- (2023) Informed options strategies before corporate events. J. Financial Markets 63(March):100766.Crossref, Google Scholar
- (2003) Delta-hedged gains and the negative market volatility risk premium. Rev. Financial Stud. 16(2):527–566.Crossref, Google Scholar
- (2009) Volatility spreads and expected stock returns. Management Sci. 55(11):1797–1812.Link, Google Scholar
- (2011) Maxing out: Stocks as lotteries and the cross-section of expected returns. J. Financial Econom. 99(2):427–446.Crossref, Google Scholar
- (2017) Option implied volatility, skewness, and kurtosis and the cross-section of expected stock returns. J. Accounting Econom. 1–81. Google Scholar
- (2018) Unknown unknowns: Uncertainty about risk and stock returns. J. Financial Quant. Anal. 53(4):1615–1651.Crossref, Google Scholar
- (1978) Prices for state-contingent claims: Some estimates and applications. J. Bus. 51(4):653–672.Crossref, Google Scholar
- (1976) Studies in stock price volatility. Proc. 1976 Bus. Meeting Econom. Statist. Sect. (American Statistical Association, Alexandria, VA), 177–181.Google Scholar
- (2004) Does net buying pressure affect the shape of implied volatility functions? J. Finance 59(2):711–753.Crossref, Google Scholar
- (2014) Time-varying jump tails. J. Econometrics 183(2):168–180.Crossref, Google Scholar
- (2015) Tail risk premia and return predictability. J. Financial Econom. 118(1):113–134.Crossref, Google Scholar
- (2020) Beta risk in the cross-section of equities. Rev. Financial Stud. 33(9):4318–4366.Crossref, Google Scholar
- (2016) Misspecified recovery. J. Finance 71(6):2493–2544.Crossref, Google Scholar
- (1978) Prices of state-contingent claims implicit in option prices. J. Bus. 51(4):621–651.Crossref, Google Scholar
- (2012) Measuring equity risk with option-implied correlations. Rev. Financial Stud. 25(10):3113–3140.Crossref, Google Scholar
- (1997) On persistence in mutual fund performance. J. Finance 52(1):57–82.Crossref, Google Scholar
- (1998) Towards the theory of volatility trading. Jarrow R, ed. Risk Book on Volatility (Risk Books, New York), 417–427.Google Scholar
- (2003) What type of process underlies options? A simple robust test. J. Finance 58(6):2581–2610.Crossref, Google Scholar
- (2009) Variance risk premiums. Rev. Financial Stud. 22(3):1311–1341.Crossref, Google Scholar
- (2002) The informational role of stock and option volume. Rev. Financial Stud. 15(4):1049–1075.Crossref, Google Scholar
- (2021) Option-based estimation of the price of coskewness and cokurtosis risk. J. Financial Quant. Anal. 56(1):65–91.Crossref, Google Scholar
- (2011) Presidential address: Discount rates. J. Finance 66(4):1047–1108.Crossref, Google Scholar
- (2021) Informed trading in the stock market and option-price discovery. J. Financial Quant. Anal. 56(6):1945–1984.Crossref, Google Scholar
- (1986) Performance measurement with the arbitrage pricing theory: A new framework for analysis. J. Financial Econom. 15(3):373–394.Crossref, Google Scholar
- (2013) Ex ante skewness and expected stock returns. J. Finance 68(1):85–124.Crossref, Google Scholar
- (2001) Expected option returns. J. Finance 56(3):983–1009.Crossref, Google Scholar
- (2010) Deviations from put-call parity and stock return predictability. J. Financial Quant. Anal. 45(2):335–367.Crossref, Google Scholar
- (2015) Aggregate jump and volatility risk in the cross-section of stock returns. J. Finance 70(2):577–614.Crossref, Google Scholar
- (2008) Convergence of at-the-money implied volatilities to the spot volatility. J. Appl. Probab. 45(2):542–550.Crossref, Google Scholar
- (1998) Option volume and stock prices: Evidence on where informed traders trade. J. Finance 53(2):431–465.Crossref, Google Scholar
- (1992) The cross-section of expected stock returns. J. Finance 47(2):427–465.Crossref, Google Scholar
- (1993) Common risk factors in the returns on stocks and bonds. J. Financial Econom. 33(1):3–56.Crossref, Google Scholar
- (2015) A five-factor asset pricing model. J. Financial Econom. 116(1):1–22.Crossref, Google Scholar
- (2021) Recent developments in factor models and applications in econometric learning. Annual Rev. Financial Econom. 13(1):401–430.Crossref, Google Scholar
- (2020) Taming the factor zoo: A test of new factors. J. Finance 75(3):1327–1370.Crossref, Google Scholar
- (2018) Downside variance risk premium. J. Financial Econometrics 16(3):341–383.Crossref, Google Scholar
- (2016) Short-term asymptotics for the implied volatility skew under a stochastic volatility model with Lévy jumps. Finance Stochastics 20(4):973–1020.Crossref, Google Scholar
- (2016) High-order short-time expansions for ATM option prices of exponential Lévy models. Math. Finance 26(3):516–557.Crossref, Google Scholar
- (2020) Dissecting characteristics nonparametrically. Rev. Financial Stud. 33(5):2326–2377.Crossref, Google Scholar
- (2025) Missing data in asset pricing panels. Rev. Financial Stud. 38(3):760–802.Google Scholar
- (2014) The cross-section of credit risk premia and equity returns. J. Finance 69(6):2419–2469.Crossref, Google Scholar
- (2005) Informational content of option volume prior to takeovers. J. Bus. 78(3):1073–1109.Crossref, Google Scholar
- (2009) Demand-based option pricing. Rev. Financial Stud. 22(10):4259–4299.Crossref, Google Scholar
- (2016) Why does the option to stock volume predict returns? J. Financial Econom. 120(3):601–622.Crossref, Google Scholar
- (2022) Factor models, machine learning, and asset pricing. Annual Rev. Financial Econom. 14(1):337–368.Crossref, Google Scholar
- (2020) Empirical asset pricing via machine learning. Rev. Financial Stud. 33(5):2223–2273.Crossref, Google Scholar
- (2000) Conditional skewness in asset pricing tests. J. Finance 55(3):1263–1295.Crossref, Google Scholar
- (2015) Digesting anomalies: An investment approach. Rev. Financial Stud. 28(3):650–705.Crossref, Google Scholar
- (2010) Variable selection in nonparametric additive models. Ann. Statist. 38(4):2282–2313.Crossref, Google Scholar
- (2023) Is there a replication crisis in finance? J. Finance 78(5):2465–2518.Crossref, Google Scholar
- (2012) The option to stock volume ratio and future returns. J. Financial Econom. 106(2):262–286.Crossref, Google Scholar
- (2019) Average skewness matters. J. Financial Econom. 134(1):29–47.Crossref, Google Scholar
- (2020) A bound on expected stock returns. Rev. Financial Stud. 33(4):1565–1617.Crossref, Google Scholar
- (2014) Tail risk and asset prices. Rev. Financial Stud. 27(10):2841–2871.Crossref, Google Scholar
- (2023) Financial machine learning. Foundations Trends Finance 13(3–4):205–363.Crossref, Google Scholar
- (2018) Good and bad variance premia and expected returns. Management Sci. 65(6):2522–2544.Link, Google Scholar
- (2014) Conditional risk premia in currency markets and other asset classes. J. Financial Econom. 114(2):197–225.Crossref, Google Scholar
- (1965) The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Rev. Econom. Statist. 47(1):13–37.Crossref, Google Scholar
- (2013) Derivatives Markets, 3rd ed. (Pearson, New York).Google Scholar
- (2019) What is the expected return on a stock? J. Finance 74(4):1887–1929.Crossref, Google Scholar
- (2007) Approximation and calibration of short-term implied volatilities under jump-diffusion stochastic volatility. Rev. Financial Stud. 20(2):427–459.Crossref, Google Scholar
- (2022) Is there a risk premium in the stock lending market? J. Finance 77(3):1787–1828.Crossref, Google Scholar
- (2023) Why does option market information predict stock returns? Working paper, Michigan State University, East Lansing.Google Scholar
- (2020) Making better use of option prices to predict stock returns. Working paper, Michigan State University, East Lansing.Google Scholar
- (2021) Frequency dependent risk. J. Financial Econom. 140(2):644–675.Crossref, Google Scholar
- (1987) A simple positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica 55(3):703–708.Crossref, Google Scholar
- (2006) The information in option volume for future stock prices. Rev. Financial Stud. 19(3):871–908.Crossref, Google Scholar
- (2003) Liquidity risk and expected stock returns. J. Political Econom. 111(3):642–685.Crossref, Google Scholar
- (2020) Skewness swaps on individual stocks. Unpublished manuscript, University of Houston, Houston.Google Scholar
- (2010) O/S: The relative trading activity in options and stock. J. Financial Econom. 96(1):1–17.Crossref, Google Scholar
- (2015) The recovery theorem. J. Finance 70(2):615–648.Crossref, Google Scholar
- (2020) Low-risk anomalies? J. Finance 75(5):2673–2718.Crossref, Google Scholar
- (1964) Capital asset prices: A theory of market equilibrium under conditions of risk. J. Finance 19(3):425–442.Google Scholar
- (2016) What does risk-neutral skewness tell us about future stock returns? Management Sci. 63(6):1814–1834.Link, Google Scholar
- (2019) Variance asymmetry managed portfolios. Unpublished manuscript, University of Texas at Dallas, Dallas.Google Scholar
- (2010) What does the individual option volatility smirk tell us about future equity returns? J. Financial Quant. Anal. 45(3):641–662.Crossref, Google Scholar
- (2011) Jump risk, stock returns and slope of implied volatility smile. J. Financial Econom. 99(1):216–223.Crossref, Google Scholar

