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博碩士論文 etd-0722110-181506 詳細資訊
Title page for etd-0722110-181506
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
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
74
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
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
統計
Statistics
本論文已被瀏覽 5735 次,被下載 9
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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