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Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms : support vector regression forecast combinations
Sermpinis, Georgios; Stasinakis, Charalampos; … - In: European journal of operational research : EJOR 247 (2015) 3, pp. 831-846
Persistent link: https://www.econbiz.de/10011386316
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Economic growth prediction using optimized support vector machines
Emsia, Elmira; Coskuner, Cagay - In: Computational economics 48 (2016) 3, pp. 453-462
Persistent link: https://www.econbiz.de/10011712511
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Forecasting US unemployment with radial basis neural networks, Kalman filters and support vector regressions
Stasinakis, Charalampos; Sermpinis, Georgios; … - In: Computational economics 47 (2016) 4, pp. 569-587
Persistent link: https://www.econbiz.de/10011712477
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A hybrid model for forecasting realized volatility based on heterogeneous autoregressive model and support vector regression
Zhuo, Yue; Morimoto, Takayuki - In: Risks : open access journal 12 (2024) 1, pp. 1-16
giving different weights to each model. In particular, four volatility models are used in RV forecasting as basic models. For …
Persistent link: https://www.econbiz.de/10014480965
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Reverse adaptive krill herd locally weighted support vector regression for forecasting and trading exchange traded funds
Sermpinis, Georgios; Stasinakis, Charalampos; … - In: European journal of operational research : EJOR 263 (2017) 2, pp. 540-558
Persistent link: https://www.econbiz.de/10011793981
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Stochastic and genetic neural network combinations in trading and hybrid time-varying leverage effects
Sermpinis, Georgios; Stasinakis, Charalampos; Dunis, … - In: Journal of international financial markets, … 30 (2014), pp. 21-54
Persistent link: https://www.econbiz.de/10011293055
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Volatility forecasting using support vector regression and a hybrid genetic algorithm
Santamaría-Bonfil, Guillermo; Frausto-Solís, Juan; … - In: Computational economics 45 (2015) 1, pp. 111-133
Persistent link: https://www.econbiz.de/10010511334
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Will US inflation awake from the dead? : the role of slack and non-linearities in the Phillips curve
Albuquerque, Bruno; Baumann, Ursel - In: Journal of policy modeling : JPMOD ; a social science … 39 (2017) 2, pp. 247-271
Persistent link: https://www.econbiz.de/10011896379
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Impact of inflation in different states of unemployment : evidence with the Phillips Curve in South Africa from 2008 to 2022
Buthelezi, Eugene Msizi - In: Economies : open access journal 11 (2023) 1, pp. 1-12
This paper investigates the impact of inflation in different states of unemployment: evidence with the Phillips curve … in South Africa. The contribution of this paper is to examine the impact of inflation on different states of unemployment …% increase in inflation results in a 2.61% increase and a 0.06% decrease in unemployment, respectively. There are times when the …
Persistent link: https://www.econbiz.de/10013500632
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A unique support vector regression for improved modelling and forecasting of short-term gasoline consumption in railway systems
Azadeh, Mohammad Ali; Boskabadi, Azam; Pashapour, Shima - In: International journal of services and operations management 21 (2015) 2, pp. 217-237
Persistent link: https://www.econbiz.de/10011380081