Siddiqi, Hammad (2015): Anchoring Heuristic in Option Pricing.
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Abstract
Based on experimental and anecdotal evidence, an anchoring-adjusted option pricing model is developed in which the volatility of the underlying stock return is used as a starting point that gets adjusted upwards to form expectations about call option volatility. I show that the anchoring price lies within the bounds implied by risk-averse expected utility maximization when there are proportional transaction costs. The anchoring model provides a unified explanation for key option pricing puzzles. Two predictions of the anchoring model are empirically tested and found to be strongly supported with nearly 26 years of options data.
Item Type: | MPRA Paper |
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Original Title: | Anchoring Heuristic in Option Pricing |
Language: | English |
Keywords: | Anchoring, Option Pricing, Behavioral Finance, Implied Volatility, Option Pricing Puzzles |
Subjects: | G - Financial Economics > G0 - General > G02 - Behavioral Finance: Underlying Principles G - Financial Economics > G1 - General Financial Markets > G13 - Contingent Pricing ; Futures Pricing |
Item ID: | 68611 |
Depositing User: | Dr. Hammad Siddiqi |
Date Deposited: | 31 Dec 2015 05:55 |
Last Modified: | 30 Sep 2019 11:27 |
References: | Akerlof, G., and Shiller, R. (2009), “Animal Spirits”, Princeton University Press, Princeton. Andersen, T. G., Benzoni, L. and Lund, J. (2002), “An Empirical Investigation of Continuous-Time Equity Return Models”, The Journal of Finance, 57: 1239–1284. Bakshi G., Cao, C., Chen, Z. (1997). “Empirical performance of alternative option pricing models”, Journal of Finance 52, 2003-2049. Barberis, N., and Thaler, R. (2002), “A Survey of Behavioral Finance”, NBER Working Paper No. 9222. Bates, D. (2000), “Post-‘87 Crash fears in S&P 500 futures options”, Journal of Econometrics, 94, pp. 181-238. Beber A., Breedan F., and Buraschi A. (2010), “Differences in beliefs and currency risk premiums”, Journal of Financial Economics, Vol. 98, Issue 3, pp. 415-438. Bhattacharya, J., Goldman D., & Sood, N, (2009), “Market Evidence of Misperceived Mortality Risk”, Journal of Economic Behavior and Organization, 72(1), pp. 452-461. Black, F., Scholes, M. (1973). “The pricing of options and corporate liabilities”. Journal of Political Economy 81(3): pp. 637-65 Bollen, N., and Whaley, R. (2004). “Does Net Buying Pressure Affect the Shape of Implied Volatility Functions?” Journal of Finance 59(2): 711–53 Chambers, D. R., Foy, M., Liebner, J., & Lu, Q. (2014), “Index Option Returns: Still Puzzling”, The Review of Financial Studies. Chernov, Mikhail, Ron Gallant, Eric Ghysels, and George Tauchen, 2003, Alternative models of stock price dynamics, Journal of Econometrics 116, 225–257. Christensen B. J., and Prabhala, N. R. (1998), “The Relation between Realized and Implied Volatility”, Journal of Financial Economics Vol.50, pp. 125-150. Constantinides, G. M., Jackwerth, J. C., and Savov, A. (2013), “The Puzzle of Index Option Returns”, Review of Asset Pricing Studies. Coval, J. D., and Shumway, T. (2001), “Expected Option Returns”, Journal of Finance, Vol. 56, No.3, pp. 983-1009. Derman, E. (2003), “The Problem of the Volatility Smile”, talk at the Euronext Options Conference available at http://www.ederman.com/new/docs/euronext-volatility_smile.pdf Derman, E, (2002), “The perception of time, risk and return during periods of speculation”. Quantitative Finance Vol. 2, pp. 282-296. Derman, E., Kani, I., & Zou, J. (1996), “The local volatility surface: unlocking the information in index option prices”, Financial Analysts Journal, 52, 4, 25-36 Derman, E., Kani, I. (1994), “Riding on the Smile.” Risk, Vol. 7, pp. 32-39 Duan, Jin-Chuan, and Wei Jason (2009), “Systematic Risk and the Price Structure of Individual Equity Options”, The Review of Financial studies, Vol. 22, No.5, pp. 1981-2006. Duan, J.-C., 1995. The GARCH option pricing model. Mathematical Finance 5, 13-32. Dumas, B., Fleming, J., Whaley, R., 1998. Implied volatility functions: empirical tests. Journal of Finance 53, 2059-2106. Dupire, B. (1994), “Pricing with a Smile”, Risk, Vol. 7, pp. 18-20 Emanuel, D. C., and MacBeth, J. D. (1982), “Further Results on the Constant Elasticity of Variance Option Pricing Model”, Journal of Financial and Quantitative Analysis, Vol. 17, Issue 4, pp. 533-554. Fouque, Papanicolaou, Sircar, and Solna (2004), “Maturity Cycles in Implied Volatility” Finance and Stochastics, Vol. 8, Issue 4, pp 451-477 Goltz, F., and Lai, W. N. (2009), “Empirical properties of straddle returns”, The Journal of Derivatives, Vol. 17, No. 1, pp. 38-48. Heston S., Nandi, S., 2000. A closed-form GARCH option valuation model. Review of Financial Studies 13, 585-625. Heston S., 1993. “A closed form solution for options with stochastic volatility with application to bond and currency options. Review of Financial Studies 6, 327-343. Hodges, S. D., Neuberger, A. (1989), “Optimal replication of contingent claims under transaction costs”, The Review of Futures Markets 8, 222–239 Hofstadter, D., and Sander, E. (2013), “Surfaces and Essences: Analogy as the fuel and fire of thinking”, Published by Basic Books, April. Hull, J., White, A., 1987. The pricing of options on assets with stochastic volatilities. Journal of Finance 42, 281-300. Jackwerth, J. C., (2000), “Recovering Risk Aversion from Option Prices and Realized Returns”, The Review of Financial Studies, Vol. 13, No, 2, pp. 433-451. Lakonishok, J., I. Lee, N. D. Pearson, and A. M. Poteshman, 2007, “Option Market Activity,” Review of Financial Studies, 20, 813-857. Melino A., Turnbull, S., 1990. “Pricing foreign currency options with stochastic volatility”. Journal of Econometrics 45, 239-265 Miyahara, Y. (2001), “Geometric Levy Process & MEMM Pricing Model and Related Estimation Problems”, Asia-Pacific Financial Markets 8, 45–60 (2001) Pan, J. (2002), “The jump-risk premia implicit in options: Evidence from an integrated time-series Study”, Journal of Financial Economics, 63, pp. 3-50. Rennison, G., and Pedersen, N. (2012) “The Volatility Risk Premium”, PIMCO, September. Rockenbach, B. (2004), “The Behavioral Relevance of Mental Accounting for the Pricing of Financial Options”. Journal of Economic Behavior and Organization, Vol. 53, pp. 513-527. Rotheli, T. F. (2010), “Causes of the Financial Crisis: Risk Misperception, Policy Mistakes, and Banks’ Bounded Rationality”, Journal of Socio-Economics, Vol. 39, Issue 2, pp. 119-126. Rubinstein, M., 1994. Implied binomial trees. Journal of Finance 49, 771-818. Schwert W. G. (1990), “Stock volatility and the crash of 87”. Review of Financial Studies 3, 1 (1990), pp. 77–102 Siddiqi, H. (2009), “Is the Lure of Choice Reflected in Market Prices? Experimental Evidence based on the 4-Door Monty Hall Problem”. Journal of Economic Psychology, April. Siddiqi, H. (2011), “Does Coarse Thinking Matter for Option Pricing? Evidence from an Experiment” IUP Journal of Behavioral Finance, Vol. VIII, No.2. pp. 58-69 Siddiqi, H. (2012), “The Relevance of Thinking by Analogy for Investors’ Willingness to Pay: An Experimental Study”, Journal of Economic Psychology, Vol. 33, Issue 1, pp. 19-29. Soner, H.M., S. Shreve, and J. Cvitanic, (1995), “There is no nontrivial hedging portfolio for option pricing with transaction costs”, Annals of Applied Probability 5, 327–355. Stein, E. M., and Stein, J. C (1991) “Stock price distributions with stochastic volatility: An analytic approach”Review of Financial Studies, 4(4):727–752. Wiggins, J., 1987. Option values under stochastic volatility: theory and empirical estimates. Journal of Financial Economics 19, 351-372. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/68611 |
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Anchoring Heuristic in Option Pricing. (deposited 26 Mar 2015 05:26)
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Anchoring Heuristic in Option Pricing. (deposited 04 Apr 2015 05:54)
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Anchoring Heuristic in Option Pricing. (deposited 23 Apr 2015 13:22)
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Anchoring Heuristic in Option Pricing. (deposited 23 Apr 2015 13:22)
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Anchoring Heuristic in Option Pricing. (deposited 04 Apr 2015 05:54)