Using neural network to forecast stock index option price: a new hybrid GARCH approach
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Social Sciences,Statistics and Probability
Link
http://link.springer.com/content/pdf/10.1007/s11135-008-9176-9.pdf
Reference28 articles.
1. Amilon H.: A neural network versus Black–Scholes: a comparison of pricing and hedging performances. J. Forecast. 22, 317–335 (2003)
2. Bates D.: Jumps and stochastic volatility: exchange rate process implicit in Deutsche mark options. Rev. Financ. Stud. 9, 69–107 (1996)
3. Binner J.M., Bissoondeeal R.K., Elger T., Gazely A.M., Mullineux A.W.: A comparison of linear forecasting models and neural networks: an application to Euro inflation and Euro Divisia. Appl. Econ. 37, 665–680 (2005)
4. Black F., Scholes M.: The pricing of options and corporate liabilities. J. Polit. Econ. 81, 637–659 (1973)
5. Bollerslev T.: Generalized autoregressive conditional heteroskedasticity. J. Econom. 31, 307–327 (1986)
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