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References

  • Ait-Sahalia, Y., and A. W. Lo. 1998. “Nonparametric Estimation of State-Price Densities Implicit in Financial Asset Prices.” The Journal of Finance 53 (2): 499–547. doi:10.1111/0022-1082.215228.
  • Ammann, M., and S. Herriger. 2002. “Relative Implied-Volatility Arbitrage with Index Options.” Financial Analysts Journal 58 (6): 42–55. doi:10.2469/faj.v58.n6.2485.
  • Bakshi, G., C. Cao, and Z. Chen. 1997. “Empirical Performance of Alternative Option Pricing Models.” The Journal of Finance 52 (5): 2003–2049. doi:10.1111/j.1540-6261.1997.tb02749.x.
  • Bakshi, G., and N. Kapadia. 2003. “Delta-Hedged Gains and the Negative Market Volatility Risk Premium.” Review of Financial Studies 16 (2): 527–566. doi:10.1093/rfs/hhg002.
  • Bali, T. G., H. Beckmeyer, M. Moerke, and F. Weigert. 2021. “Option Return Predictability with Machine Learning and Big Data.” Available at SSRN 3895984.
  • Black, F., and M. Scholes. 1973. “The Pricing of Options and Corporate Liabilities.” Journal of Political Economy 81 (3): 637–654. doi:10.1086/260062.
  • Bollen, N. P., and R. E. Whaley. 2004. “Does Net Buying Pressure Affect the Shape of Implied Volatility Functions?” The Journal of Finance 59 (2): 711–753. doi:10.1111/j.1540-6261.2004.00647.x.
  • Bollerslev, T., G. Tauchen, and H. Zhou. 2009. “Expected Stock Returns and Variance Risk Premia.” Review of Financial Studies 22 (11): 4463–4492. doi:10.1093/rfs/hhp008.
  • Breeden, D. T., and R. H. Litzenberger. 1978. “Prices of State-Contingent Claims Implicit in Option Prices.” The Journal of Business 51 (4): 621–651. doi:10.1086/296025.
  • Campbell, J. Y., and S. B. Thompson. 2008. “Predicting Excess Stock Returns out of Sample: Can Anything Beat the Historical Average?” Review of Financial Studies 21 (4): 1509–1531. doi:10.1093/rfs/hhm055.
  • Carr, P., and L. Wu. 2009. “Variance Risk Premiums.” Review of Financial Studies 22 (3): 1311–1341. doi:10.1093/rfs/hhn038.
  • Cheney, E. W., and D. R. Kincaid. 2009. Linear Algebra: Theory and Applications. Jones & Bartlett Learning.
  • Christoffersen, P., R. Goyenko, K. Jacobs, and M. Karoui. 2018. “Illiquidity Premia in the Equity Options Market.” The Review of Financial Studies 31 (3): 811–851. doi:10.1093/rfs/hhx113.
  • Clark, T. E., and K. D. West. 2007. “Approximately Normal Tests for Equal Predictive Accuracy in Nested Models.” Journal of Econometrics 138 (1): 291–311. doi:10.1016/j.jeconom.2006.05.023.
  • Coval, J. D., and T. Shumway. 2001. “Expected Option Returns.” The Journal of Finance 56 (3): 983–1009. doi:10.1111/0022-1082.00352.
  • Cox, J. C., R. A. Ross, and M. Rubinstein. 1979. “Option Pricing: A Simplified Approach.” Journal of Financial Economics 7 (3): 229–263. doi:10.1016/0304-405X(79)90015-1.
  • Dong, X., Y. Li, D. E. Rapach, and G. Zhou. 2022. “Anomalies and the Expected Market Returns.” The Journal of Finance 77 (1): 639–681. doi:10.1111/jofi.13099.
  • Duan, N. 1983. “Smearing Estimate: A Nonparametric Retransformation Method.” Journal of the American Statistical Association 78 (383): 605–610. doi:10.1080/01621459.1983.10478017.
  • Dumas, B., J. Fleming, and R. E. Whaley. 1998. “Implied Volatility Functions: Empirical Tests.” Journal of Finance 53 (6): 2059–2106. doi:10.1111/0022-1082.00083.
  • Dupire, B. 2006. “Fair Skew: Break-Even Volatility Surface.” Technical Report, Bloomberg L.P.
  • Figlewski, S., and F. Malik. 2014. “Options on Leveraged ETFs: A Window on Investor Heterogeneity.” Available at SSRN 2477004.
  • Garleanu, N., L. H. Pedersen, and A. M. Poteshman. 2009. “Pricing Options in an Extended Black-Scholes Economy with Illiquidity: Theory and Empirical Evidence.” Review of Financial Studies 22 (10): 4259–4299.
  • Goyenko, R., and C. Zhang. 2020. “The Joint Cross Section of Option and Stock Returns Predictability with Big Data and Machine Learning.” Available at SSRN.
  • Heston, S. L. 1993. “A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Current Options.” Review of Financial Studies 6 (2): 327–343. doi:10.1093/rfs/6.2.327.
  • Hull, B., and X. Qiao. 2017. “A Practitioner’s Defense of Return Predictability.” The Journal of Portfolio Management 43 (3): 60–76. doi:10.3905/jpm.2017.43.3.060.
  • Hutchinson, J. M., A. W. Lo, and T. Poggio. 1994. “A Nonparametric Approach to Pricing and Hedging Derivative Securities via Learning Networks.” The Journal of Finance 49 (3): 851–889. doi:10.1111/j.1540-6261.1994.tb00081.x.
  • Liu, S., C. W. Oosterlee, and S. M. Bohte. 2019. “Pricing Options and Computing Implied Volatilities Using Neural Networks.” Risks 7 (1): 16. doi:10.3390/risks7010016.
  • Malz, A. M. 2014. “A Simple and Reliable Way to Compute Option-Based Risk-Neutral Distributions.” FRB of New York Staff Report 677.
  • Manzo, G., and X. Qiao. 2021. “Deep Learning Credit Risk Modeling.” The Journal of Fixed Income 31 (2): 101–127. doi:10.3905/jfi.2021.1.121.
  • Merton, R. C. 1973. “Theory of Rational Option Pricing.” The Bell Journal of Economics and Management Science 4 (1): 141–183. doi:10.2307/3003143.
  • Mitoulis, N. 2019. “Breakeven Volatility.” Technical Report, University of Cape Town.
  • Muravyev, D., and N. D. Pearson. 2020. “Option Trading Costs Are Lower than You Think.” The Review of Financial Studies 33 (11): 4973–5014. doi:10.1093/rfs/hhaa010.
  • Neuberger, A. 2012. “Realized Skewness.” Review of Financial Studies 25 (11): 3423–3455. doi:10.1093/rfs/hhs101.
  • Orosi, G. 2015. “Estimating Option-Implied Risk-Neutral Densities: A Novel Parametric Approach.” The Journal of Derivatives 23 (1): 41–61. doi:10.3905/jod.2015.23.1.041.
  • Ross, S. 2015. “The Recovery Theorem.” The Journal of Finance 70 (2): 615–648. doi:10.1111/jofi.12092.
  • Shimko, D. 1993. “The Bounds of Probability.” Risk 6 (4): 33–37.
  • Stutzer, M. 1996. “A Simple Nonparametric Approach to Derivative Security Valuation.” The Journal of Finance 51 (5): 1633–1652. doi:10.1111/j.1540-6261.1996.tb05220.x.
  • Taylor, J. M. 1986. “The Retransformed Mean after a Fitted Power Transformation.” Journal of the American Statistical Association 81 (393): 114–118. doi:10.1080/01621459.1986.10478246.
  • Welch, I., and A. Goyal. 2008. “A Comprehensive Look at the Empirical Performance of Equity Premium Prediction.” Review of Financial Studies 21 (4): 1455–1508. doi:10.1093/rfs/hhm014.
  • Zhan, X., B. Han, J. Cao, and Q. Tong. 2022. “Option Return Predictability.” The Review of Financial Studies 35 (3): 1394–1442. doi:10.1093/rfs/hhab067.
  • Zou, J., and E. Derman. 1999. Strike-Adjusted Spread: A New Metric for Estimating the Value of Equity Options. SSRN. https://ssrn.com/abstract=170629

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