Artificial Neural Network Models for Forecasting Stock Price Index in the Bombay Stock Exchange
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DOI: 10.1177/097265270600500305
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- Marie‐Claude Beaulieu & Jean‐Claude Cosset & Naceur Essaddam, 2006. "Political uncertainty and stock market returns: evidence from the 1995 Quebec referendum," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(2), pages 621-642, May.
- Marie-Claude Beaulieu & Jean-Claude Cosset & Naceur Essaddam, 2006. "Political uncertainty and stock market returns: evidence from the 1995 Quebec referendum," Canadian Journal of Economics, Canadian Economics Association, vol. 39(2), pages 621-642, May.
- Tkacz, Greg, 2001. "Neural network forecasting of Canadian GDP growth," International Journal of Forecasting, Elsevier, vol. 17(1), pages 57-69.
- Teo Jasic & Douglas Wood, 2004. "The profitability of daily stock market indices trades based on neural network predictions: case study for the S&P 500, the DAX, the TOPIX and the FTSE in the period 1965-1999," Applied Financial Economics, Taylor & Francis Journals, vol. 14(4), pages 285-297.
- Bertrand B. Maillet & Thierry L. Michel, 2005.
"The Impact of the 9/11 Events on the American and French Stock Markets,"
Review of International Economics, Wiley Blackwell, vol. 13(3), pages 597-611, August.
- Bertrand Maillet & Thierry Michel, 2005. "The Impact of the 9/11 Events on the American and French Stock Markets," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00308978, HAL.
- Andersen, Jørgen Vitting, 2004. "Estimating the level of cash invested in financial markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 344(1), pages 168-173.
- Zhang, Guoqiang & Eddy Patuwo, B. & Y. Hu, Michael, 1998. "Forecasting with artificial neural networks:: The state of the art," International Journal of Forecasting, Elsevier, vol. 14(1), pages 35-62, March.
- Kuan, Chung-Ming & Liu, Tung, 1995. "Forecasting Exchange Rates Using Feedforward and Recurrent Neural Networks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 347-364, Oct.-Dec..
- McGILLIVRAY, FIONA, 2003. "Redistributive Politics and Stock Price Dispersion," British Journal of Political Science, Cambridge University Press, vol. 33(3), pages 367-395, July.
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Cited by:
- Jaydip Sen & Tamal Datta Chaudhuri, 2017. "A Time Series Analysis-Based Forecasting Framework for the Indian Healthcare Sector," Papers 1705.01144, arXiv.org.
- repec:arx:papers:1604.04044 is not listed on IDEAS
- Jaydip Sen & Tamal Datta Chaudhuri, 2017. "An Investigation of the Structural Characteristics of the Indian IT Sector and the Capital Goods Sector: An Application of the R Programming in Time Series Decomposition and Forecasting," Papers 1706.07821, arXiv.org.
- Jaydip Sen & Tamal Datta Chaudhuri, 2016. "Decomposition of Time Series Data of Stock Markets and its Implications for Prediction: An Application for the Indian Auto Sector," Papers 1601.02407, arXiv.org.
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Keywords
JEL Classification: C45;JEL classification:
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
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