Siddiqi, Hammad (2015): Behavioralizing the Black-Scholes Model.
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Abstract
In this article, I incorporate the anchoring-and-adjustment heuristic into the Black-Scholes option pricing framework, and show that this is equivalent to replacing the risk-free rate with a higher interest rate. I show that the price from such a behavioralized version of the Black-Scholes model generally lies within the no-arbitrage bounds when there are transaction costs. The behavioralized version explains several phenomena (implied volatility skew, countercyclical skew, skew steepening at shorter maturities, inferior zero-beta straddle return, and superior covered-call returns) which are anomalies in the traditional Black-Scholes framework. Six testable predictions of the behavioralized model are also put forward.
Item Type: | MPRA Paper |
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Original Title: | Behavioralizing the Black-Scholes Model |
Language: | English |
Keywords: | Black-Scholes Model, Anchoring-and-Adjustment, Implied Volatility, Covered-Call, Zero-Beta Straddle, Leverage-Adjusted Returns |
Subjects: | G - Financial Economics > G0 - General > G00 - General G - Financial Economics > G0 - General > G02 - Behavioral Finance: Underlying Principles G - Financial Economics > G2 - Financial Institutions and Services > G20 - General G - Financial Economics > G2 - Financial Institutions and Services > G22 - Insurance ; Insurance Companies ; Actuarial Studies |
Item ID: | 86234 |
Depositing User: | Dr Hammad Siddiqi |
Date Deposited: | 16 Apr 2018 14:02 |
Last Modified: | 26 Sep 2019 16:24 |
References: | Bates, D. (1996), “Jumps and Stochastic Volatility: The Exchange Rate Processes Implicit in Deutschemark Options”, Review of Financial Studies, 9, 69-108. Black, F., Scholes, M. (1973). “The pricing of options and corporate liabilities”. Journal of Political Economy 81(3): pp. 637-65 Constantinides, G. M., Jackwerth, J. C., and Savov, A. (2013), “The Puzzle of Index Option Returns”, Review of Asset Pricing Studies. Constantinides, G. M., and Perrakis, S. (2002), “Stochastic dominance bounds on derivative prices in a multi-period economy with proportional transaction costs”, Journal of Economic Dynamics and Control, Vol. 26, pp. 1323-1352. Coval, J. D., and Shumway, T. (2001), “Expected Option Returns”, Journal of Finance, Vol. 56, No.3, pp. 983-1009. Derman, E. and Miller, M. (2016), “The Volatility Smile”, Publisher: Wiley Finance. Print ISBN: 9781118959169, Online ISBN: 9781119289258, DOI:10.1002/9781119289258 Epley, N., and Gilovich, T. (2006), “The anchoring-and-adjustment heuristic: Why the adjustments are insufficient”. Psychological Science, No. 4, pp. 311-318. Epley, N., and Gilovich, T. (2001), “Putting adjustment back in the anchoring and adjustment heuristic: differential processing of self-generated and experimenter-provided anchors”. Psychological Science, pp. 391-396. Furnham, A., Boo, H.C., 2011. “A literature review of the anchoring effect.” The Journal of Socio-Economics 40, 35-42 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. Leland (1985), “Option Pricing and Replication with Transaction Costs.” Journal of Finance 40:1283–1301. Lieder, Griffiths, & Goodman (2013), “Burn-in, Bias, and the Rationality of Anchoring”, in n P. Bartlett, F.C.N. Pereira, Leon Bottou, Chris J.C. Burges, & K.Q. Weinberger (editors), Advances in Neural Information Processing Systems 25, Lake Tahoe, USA. Rosenberg, J, and Engle, R. (2012), “Empirical pricing kernels”, Journal of Financial Economics, Vol. 62, Issue 3, pp. 341-372. 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. Siddiqi, H. (2016a), “Anchoring-Adjusted Capital Asset Pricing Model”, (Forthcoming) Journal of Behavioral Finance Tversky, A. and Kahneman, D. (1974), “Judgment under uncertainty: Heuristics in biases”. Science, Vol. 185, No. 4157, pp. 1124-1131. Whaley, R. (2002), “Return and Risk of CBOE Buy Write Monthly Index”, The Journal of Derivatives, Vol. 10, No. 2, 35-42. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/86234 |