A heuristic method for parameter selection in LS-SVM: Application to time series prediction
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DOI: 10.1016/j.ijforecast.2010.02.007
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Cited by:
- Plakandaras, Vasilios & Gupta, Rangan & Gogas, Periklis & Papadimitriou, Theophilos, 2015.
"Forecasting the U.S. real house price index,"
Economic Modelling,
Elsevier, vol. 45(C), pages 259-267.
- Vasilios Plakandaras & Rangan Gupta & Periklis Gogas & Theophilos Papadimitriou, 2014. "Forecasting the U.S. Real House Price Index," Working Papers 201418, University of Pretoria, Department of Economics.
- Vasilios Plakandaras & Rangan Gupta & Periklis Gogas & Theophilos Papadimitriou, 2017. "Forecasting the U.S. Real House Price Index," Papers 1707.04868, arXiv.org.
- Plakandaras, Vasilios & Gupta, Rangan & Papadimitriou, Theophilos & Gogas, Periklis, 2014. "Forecasting the U.S. Real House Price Index," DUTH Research Papers in Economics 10-2014, Democritus University of Thrace, Department of Economics.
- Vasilios Plakandaras & Rangan Gupta & Periklis Gogas & Theophilos Papadimitriou, 2014. "Forecasting the U.S. Real House Price Index," Working Paper series 30_14, Rimini Centre for Economic Analysis.
- repec:ipg:wpaper:2014-473 is not listed on IDEAS
- Plakandaras, Vasilios & Gupta, Rangan & Wohar, Mark E., 2017.
"The depreciation of the pound post-Brexit: Could it have been predicted?,"
Finance Research Letters,
Elsevier, vol. 21(C), pages 206-213.
- Vasilios Plakandaras & Rangan Gupta & Mark E. Wohar, 2016. "The Depreciation of the Pound Post-Brexit: Could it have been Predicted?," Working Papers 201670, University of Pretoria, Department of Economics.
- Theophilos Papadimitriou & Periklis Gogas & Vasilios Plakandaras, 2016. "Testing Exchange Rate Models in a Small Open Economy: an SVR Approach," Bulletin of Applied Economics, Risk Market Journals, vol. 3(2), pages 9-29.
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Keywords
Least squares support vector machines; Gaussian kernel parameters; Hyperparameters optimization; Time series prediction;Statistics
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