Neural Networks to Predict Financial Time Series in a Minority Game Context
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References listed on IDEAS
- Challet, Damien, 2008.
"Inter-pattern speculation: Beyond minority, majority and $-games,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 32(1), pages 85-100, January.
- Damien Challet, 2005. "Inter-pattern speculation: beyond minority, majority and $-games," Finance 0503006, University Library of Munich, Germany.
- Grilli, Luca, 2004. "Long-term fixed income market structure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 332(C), pages 441-447.
- Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-411, May.
- D. Challet & A. Chessa & M. Marsili & Y-C. Zhang, 2001. "From Minority Games to real markets," Quantitative Finance, Taylor & Francis Journals, vol. 1(1), pages 168-176.
More about this item
KeywordsMinority Game; Learning Algorithms; Neural Networks; Financial Time Series; Efficient Market Hypotesis;
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
- C70 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - General
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
NEP fieldsThis paper has been announced in the following NEP Reports:
- NEP-ALL-2005-06-14 (All new papers)
- NEP-CMP-2005-06-14 (Computational Economics)
- NEP-ETS-2005-06-14 (Econometric Time Series)
- NEP-FIN-2005-06-14 (Finance)
- NEP-GTH-2005-06-14 (Game Theory)
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