Numerical valuation of discrete double barrier options

被引:33
作者
Milev, Mariyan [1 ]
Tagliani, Aldo [2 ]
机构
[1] Univ Trent, Fac Math, I-38100 Trento, Italy
[2] Univ Trent, Fac Econ, I-38100 Trento, Italy
关键词
Discrete barrier options; Black-Scholes model; Quadrature method; Multivariate normal probability evaluation; Exotics;
D O I
10.1016/j.cam.2009.10.029
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In the present paper we explore the problem for pricing discrete barrier options utilizing the Black-Scholes model for the random movement of the asset price. We postulate the problem as a path integral calculation by choosing approach that is similar to the quadrature method. Thus, the problem is reduced to the estimation of a multi-dimensional integral whose dimension corresponds to the number of the monitoring dates. We propose a fast and accurate numerical algorithm for its valuation. Our results for pricing discretely monitored one and double barrier options are in agreement with those obtained by other numerical and analytical methods in Finance and literature. A desired level of accuracy is very fast achieved for values of the underlying asset close to the strike price or the barriers. The method has a simple computer implementation and it permits observing the entire life of the option. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:2468 / 2480
页数:13
相关论文
共 25 条
[1]  
Airoldi M., 2004, PERTURBATIVE MOMENT
[2]  
Ait-Sahlia F., 1997, J FINANCIAL ENG, V6, P169
[3]  
AitSahlia F., 1998, APPL MATH FINANCE, V5, P227
[4]   Universal option valuation using quadrature methods [J].
Andricopoulos, AD ;
Widdicks, M ;
Duck, PW ;
Newton, DP .
JOURNAL OF FINANCIAL ECONOMICS, 2003, 67 (03) :447-471
[5]  
Bertoldi M., 2003, MONTE CARLO SIMULATI
[6]   PRICING OF OPTIONS AND CORPORATE LIABILITIES [J].
BLACK, F ;
SCHOLES, M .
JOURNAL OF POLITICAL ECONOMY, 1973, 81 (03) :637-654
[7]   Monte Carlo methods for security pricing [J].
Boyle, P ;
Broadie, M ;
Glasserman, P .
JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 1997, 21 (8-9) :1267-1321
[8]  
Brandimarte P., 2001, NUMERICAL METHODS FI
[9]   A continuity correction for discrete barrier options [J].
Broadie, M ;
Glasserman, P ;
Kou, S .
MATHEMATICAL FINANCE, 1997, 7 (04) :325-349
[10]   Static hedging of exotic options [J].
Carr, P ;
Ellis, K ;
Gupta, V .
JOURNAL OF FINANCE, 1998, 53 (03) :1165-1190