Effectiveness of Stochastic Neural Network for Prediction of Fall or Rise of TOPIX
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DOI: 10.1007/s10690-005-6010-4
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- Kaizoji, Taisei, 2000.
"Speculative bubbles and crashes in stock markets: an interacting-agent model of speculative activity,"
Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 287(3), pages 493-506.
- Taisei Kaizoji, 2000. "Speculative bubbles and crashes in stock market: an interacting-agent model of speculative activity," Papers cond-mat/0010263, arXiv.org.
- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Fernandez-Rodriguez, Fernando & Gonzalez-Martel, Christian & Sosvilla-Rivero, Simon, 2000.
"On the profitability of technical trading rules based on artificial neural networks:: Evidence from the Madrid stock market,"
Economics Letters, Elsevier, vol. 69(1), pages 89-94, October.
- Fernando Fernández-Rodríguez & Christian González-Martel* & Simón Sosvilla-Rivero, "undated". "On the profitability of technical trading rules based on arifitial neural networks : evidence from the Madrid stock market," Working Papers 99-07, FEDEA.
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More about this item
Keywords
binary prediction; generalized linear model; stochastic modeling; stochastic neural network; TOPIX;All these keywords.
JEL classification:
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
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