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Taylor, Black and Scholes: series approximations and risk management pitfalls

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Arturo Estrella

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Abstract

Risk managers make frequent use of finite Taylor approximations to option pricing formulas, particularly of first and second order (delta and gamma). This paper shows that for a plausible range of parameter values, the Taylor series for the Black-Scholes formula diverges. Using a numerical technique developed in the paper, it is also shown that even when the series converges, finite approximations of very large order are generally necessary to achieve acceptable levels of accuracy. Implications for risk management and stress testing are discussed.

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Paper provided by Federal Reserve Bank of New York in its series Research Paper with number 9501.

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Date of creation: 1995
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Publication status: Published in Risk measurement and systemic risk: joint central bank research conference (1995: November 16-17)
Handle: RePEc:fip:fednrp:9501

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Keywords: Options (Finance) ; Risk;

References listed on IDEAS
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  1. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-54, May-June. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Matthew Pritsker, 1996. "Evaluating Value-at-Risk Methodologies: Accuracy versus Computational Time," Center for Financial Institutions Working Papers 96-48, Wharton School Center for Financial Institutions, University of Pennsylvania. [Downloadable!]
  2. Michel Aglietta, 1996. "Financial Market Failures and Systemic Risk," Working Papers 1996-01, CEPII research center. [Downloadable!]
  3. Patricia Jackson & David Maude & William Perraudin, . "Bank Capital and Value at Risk," Bank of England working papers 79, Bank of England. [Downloadable!]
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