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Robust Artificial Neural Networks for Pricing of European Options Author info | Abstract | Publisher info | Download info | Related research | Statistics Panayiotis Andreou
Chris Charalambous ()
Spiros Martzoukos
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Article provided by Springer in its journal Computational Economics .
Volume (Year): 27 (2006)
Issue (Month): 2 (May)
Pages: 329-351
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Handle: RePEc:kap:compec:v:27:y:2006:i:2:p:329-351Contact details of provider: Web page: http://www.springerlink.com/link.asp?id=100248
For technical questions regarding this item, or to correct its listing, contact: (Christopher F. Baum).
Keywords: artificial neural networks ; huber function ; implied parameters ; option pricing & ; trading ; robust estimation ; References listed on IDEAS 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.:
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Hutchinson, James M & Lo, Andrew W & Poggio, Tomaso, 1994.
" A Nonparametric Approach to Pricing and Hedging Derivative Securities via Learning Networks ,"
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Other versions: Ederington, Louis & Guan, Wei, 2005.
"The information frown in option prices ,"
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Elsevier, vol. 29(6), pages 1429-1457, June.
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Long, D Michael & Officer, Dennis T, 1997.
"The Relation between Option Mispricing and Volume in the Black-Scholes Option Model ,"
Journal of Financial Research ,
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Canina, Linda & Figlewski, Stephen, 1993.
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Day, Theodore E. & Lewis, Craig M., 1988.
"The behavior of the volatility implicit in the prices of stock index options ,"
Journal of Financial Economics ,
Elsevier, vol. 22(1), pages 103-122, October.
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Latane, Henry A & Rendleman, Richard J, Jr, 1976.
"Standard Deviations of Stock Price Ratios Implied in Option Prices ,"
Journal of Finance ,
American Finance Association, vol. 31(2), pages 369-81, May.
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Franses, Philip Hans & Kloek, Teun & Lucas, Andre, 1998.
"Outlier robust analysis of long-run marketing effects for weekly scanning data ,"
Journal of Econometrics ,
Elsevier, vol. 89(1-2), pages 293-315, November.
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Yao, Jingtao & Li, Yili & Tan, Chew Lim, 2000.
"Option price forecasting using neural networks ,"
Omega ,
Elsevier, vol. 28(4), pages 455-466, August.
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Garcia, Rene & Gencay, Ramazan, 2000.
"Pricing and hedging derivative securities with neural networks and a homogeneity hint ,"
Journal of Econometrics ,
Elsevier, vol. 94(1-2), pages 93-115.
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Other versions: Black, Fischer & Scholes, Myron S, 1972.
"The Valuation of Option Contracts and a Test of Market Efficiency ,"
Journal of Finance ,
American Finance Association, vol. 27(2), pages 399-417, May.
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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.
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Bakshi, Gurdip & Cao, Charles & Chen, Zhiwu, 2000.
"Pricing and hedging long-term options ,"
Journal of Econometrics ,
Elsevier, vol. 94(1-2), pages 277-318.
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Krishnakumar, J. & Ronchetti, E., 1997.
"Robust estimators for simultaneous equations models ,"
Journal of Econometrics ,
Elsevier, vol. 78(2), pages 295-314, June.
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Ackert, Lucy F. & Tian, Yisong S., 2001.
"Efficiency in index options markets and trading in stock baskets ,"
Journal of Banking & Finance ,
Elsevier, vol. 25(9), pages 1607-1634, September.
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Other versions: Bates, David S., 2003.
"Empirical option pricing: a retrospection ,"
Journal of Econometrics ,
Elsevier, vol. 116(1-2), pages 387-404.
[Downloadable!] (restricted)
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