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論文名稱 Title |
用Mellin轉換方法定價選擇權之理論 Option pricing theory using Mellin transforms |
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系所名稱 Department |
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畢業學年期 Year, semester |
語文別 Language |
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學位類別 Degree |
頁數 Number of pages |
74 |
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研究生 Author |
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指導教授 Advisor |
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召集委員 Convenor |
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口試委員 Advisory Committee |
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口試日期 Date of Exam |
2010-06-17 |
繳交日期 Date of Submission |
2010-07-22 |
關鍵字 Keywords |
Mellin轉換方法 option pricing, Mellin transform, European option, Black-Scholes model, American option |
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統計 Statistics |
本論文已被瀏覽 5735 次,被下載 9 次 The thesis/dissertation has been browsed 5735 times, has been downloaded 9 times. |
中文摘要 |
none |
Abstract |
Option is an asymmetric contract between two parties with future payoff derived from the price of underlying asset. Methods of pricing di erent types of options under more or less general assumptions have been extensively studied since the Nobel price winning works of Black and Scholes [1] and Merton [12] were published in 1973. A new way of pricing options with the use of Mellin transforms have been recently introduced by Panini and Srivastav [15] in 2004. This thesis offers a brief introduction to option pricing with Mellin transforms and a revision of some of the recent research in this field. |
目次 Table of Contents |
1 Introduction 1 2 Preliminaries 3 2.1 Types of options . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 2.2 Stochastic processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 2.3 Assumptions of the Black-Scholes model . . . . . . . . . . . . . . . . . . . . . . . . . 9 2.4 The Black-Scholes PDE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 2.5 Mellin transform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 3 Pricing European options with Mellin transforms 19 3.1 Pricing European put options . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 3.2 Pricing European call options . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25 4 Theory behind the use of the Mellin transform 29 4.1 Dangers on the way . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29 4.2 Exact pricing of European put options . . . . . . . . . . . . . . . . . . . . . . . . . . 32 4.3 An alternative approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37 5 Options with general payo functions 39 5.1 Pricing power options . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 5.2 A trick with power options . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41 6 Pricing American options 49 6.1 Free boundary problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50 6.2 Black-Scholes PDE for American options . . . . . . . . . . . . . . . . . . . . . . . . . 50 6.3 Pricing American options with Mellin transforms . . . . . . . . . . . . . . . . . . . . 53 6.4 Numerical results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57 7 Summary 61 Bibliography 61 |
參考文獻 References |
[1] F. Black and M. Scholes, The Pricing of Options and Corporate Liabilities, Journal of Political Economy (1973). [2] A. Erd elyi, W. Magnus, F. Oberhettinger and F.G. Tricomi, Tables of Integral Transforms, Vols. 1-2, McGraw-Hill (1954). [3] A. Esser, General valuation principles for arbitrary payo s and applications to power options under stochastic volatility, Financial Markets and Portfolio Management, v. 17, n.3, (2003). [4] R. Frontczak and R. Sch�obel, Pricing American Options with Mellin Transform, Working paper, T�ubinger Diskussionsbeitrag n. 319 (2008). [5] R. Frontczak and R. Sch�obel, On modi ed Mellin transforms, Gauss-Laguerre Quadrature, and the valuation of American options, Working paper, T�ubinger Diskussionsbeitrag n. 320 (2009). [6] R. Frontczak and R. Sch�obel, Valuing Options in Heston's Stochastic Volatility Model: Another analytic approach, Working paper, T�ubinger Diskussionsbeitrag n. 326 (2009). [7] P. R. Halmos, Measure Theory, 2nd edition, Springer (1974). [8] S. L. Heston, A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options, The Review of Financial Studies, v. 6 n. 2 (1993). [9] J. Hull and A. White, The Pricing of Options on Assets with Stochastic Volatilities, Finance 42, n. 2 (1987). [10] I. J. Kim, The Analytic Valuation of American Options, The Review of Financial Studies, v.3, n. 4 (1990). [11] Y.-K. Kwok, Mathematical Models of Financial Derivatives, Springer (2008). [12] R. C. Merton, Theory of Rational Option Pricing, Rand Corporation, v.4 n.1 (1973). [13] S. Macovschi and F. Quittard-Pinon, On the Pricing of Power and Other Polynomial Options, Derivatives (2006). [14] P. E. Protter Stochastic Integration and Di erential equations, 2nd edition, Springer (2004). [15] R. Panini and R. P. Srivastav, Option Pricing with Mellin Transform, Mathematical and Computer Modeling 40 (2004). [16] R. Panini and R. P. Srivastav, Pricing perpetual options using Mellin transforms, Applied Mathematics Letters 18 (2005). [17] M. R. Rodrigo, An Application of Mellin Transform Techniques to a Black-Scholes Equation Problem, Analysis and Applications, v. 5 n. 1 (2007). [18] I. N. Sneddon, The Use of Integral Transforms, McGraw-Hill, New York (1972). [19] E. C. Titchmarsh, Introduction to the Theory of Fourieur Integrals, Oxford at the Clarendon press (1948). [20] P. Wilmott, S. Howison, and J. Dewynne, The Mathematics of Financial Derivatives: A Student Introduction, Cambridge university press (1995). |
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