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ABSTRACT
Monte Carlo simulation is a popular method for pricing financial options and other derivative securities because of the availability of powerful workstations and recent advances in applying the tool. The existence of easy-to-use software makes simulation accessible to many users who would otherwise avoid programming the algorithms necessary to value derivative securities. This paper presents examples of option pricing and variance reduction, and demonstrates their implementation with Crystal Ball 2000, a spreadsheet simulation add-in program.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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1
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Hatem Ben Ameur , Pierre L'Ecuyer , Christiane Lemieux, Variance reduction of Monte Carlo and randomized quasi-Monte Carlo estimators for stochastic volatility models in finance, Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future, p.336-343, December 05-08, 1999, Phoenix, Arizona, United States
[doi> 10.1145/324138.324237]
|
 |
2
|
|
| |
3
|
|
| |
4
|
Avramidis, A. N. and J. R. Wilson. 1996. Correlation-induction techniques for estimating quantiles in simulation experiments. Technical Report, Department of Industrial Engineering, North Carolina State University, Raleigh, North Carolina.
|
| |
5
|
Barraquand, J. and Martineau D. 1995. Numerical valuation of high-dimensional multivariate American securities. Journal of Financial and Quantitative Analysis 30:383-405.
|
| |
6
|
Black, F. and M. Scholes. 1973. The pricing of options and corporate liabilities. Journal of Political Economy 81:637-654.
|
| |
7
|
Boyle P. P. 1977. Options: A Monte Carlo approach. Journal of Financial Economics 4:322-338.
|
| |
8
|
Boyle, P., Broadie, M., and Glasserman, P. 1997. Monte Carlo methods for security pricing. Journal of Economic Dynamics and Control 21:1267-1321.
|
| |
9
|
Phelim Boyle , Mark Broadie , Paul Glasserman, Recent advances in simulation for security pricing, Proceedings of the 27th conference on Winter simulation, p.212-219, December 03-06, 1995, Arlington, Virginia, United States
[doi> 10.1145/224401.224465]
|
| |
10
|
Broadie M. and Glasserman P. 1997. Pricing American-style securities using simulation. Journal of Economic Dynamics and Control 21:1323-1352.
|
| |
11
|
|
| |
12
|
Caflisch R. E., Morokoff W., and Owen A. B. 1997. Valuation of mortgage-backed securities using Brownian bridges to reduce effective dimension. The Journal of Computational Finance 1 (1): 27-46.
|
| |
13
|
Crystal Ball 2000. Denver, CO: Decisioneering, Inc.
|
| |
14
|
Duffie., D. 1996. Dynamic asset pricing theory. 2d ed. Princeton, New Jersey: Princeton University Press.
|
| |
15
|
|
| |
16
|
Fu, M. C. and Hu J. Q. 1995. Sensitivity analysis for Monte Carlo simulation of option pricing. Probability in the Engineering and Informational Sciences 9 (3): 417-446.
|
| |
17
|
Fu, M. C., Laprise S. B., Madan D. B., Su Y., and Wu, R. 1999. Pricing American options: A comparison of Monte Carlo simulation approaches. Technical report, University of Maryland, College Park, Maryland.
|
| |
18
|
Geske, R. and H. E. Johnson. 1984. The American put option valued analytically. The Journal of Finance 39 (5): 1511-1524.
|
| |
19
|
Glasserman P., and Zhao X. 1999. Fast greeks by simulation in forward LIBOR models. Journal of Computational Finance 3 (1): 5-39.
|
| |
20
|
Glover, F. 1977. Heuristics for integer programming using surrogate constraints. Decision Sciences 8:156-166.
|
| |
21
|
Glover, F. 1997. Tabu search and adaptive memory programming---advances, applications and challenges. In Interfaces in Computer Science and Operations Research, eds. Barr, Helgason and Kennington. New York: Kluwer Academic Publishers.
|
| |
22
|
|
| |
23
|
Hull, J. C. 1997. Options, futures, and other derivatives. Upper Saddle River, New Jersey: Prentice Hall.
|
| |
24
|
Hull J. and White A. 1993. Efficient procedures for valuing European and American path-dependent options. The Journal of Derivatives Fall: 21-31.
|
| |
25
|
Hull J. and White A. 1987. The pricing of options on assets with stochastic volatilities. The Journal of Finance 42 (2): 281-300.
|
| |
26
|
|
| |
27
|
Kemna, A. G. Z. and Vorst, A. C. F. 1990. A pricing method for options based on average asset values. Journal of Banking and Finance 14:113-129.
|
| |
28
|
|
| |
29
|
Longstaff F. A. and Schwartz E. S. 1998. Valuing American options by simulation: A simple least-squares approach. Working Paper, UCLA, Los Angeles.
|
| |
30
|
McKay, M. D., R. J. Beckman, and W. J. Conover 1979. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21 (2): 239-245.
|
| |
31
|
|
| |
32
|
Niederreiter, H. 1988. Low discrepancy and low dispersion sequences. Journal of Number Theory 30: 51-70.
|
| |
33
|
Jerome Spanier , Harald Niederreiter, Monte Carlo and Quasi-Monte Carlo Methods, 1998: Proceedings of a Conference Held at the Claremont Graduate University, Claremont, California, USA, JU, Springer-Verlag New York, Inc., Secaucus, NJ, 2000
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34
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35
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|
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36
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37
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Wilmott, P. 1998. Derivatives: The theory and practice of financial engineering. West Sussex: Wiley.
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