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Machine learning advances for time series forecasting
Masini, Ricardo P.; Medeiros, Marcelo C.; Mendes, Eduardo F. - In: Journal of economic surveys 37 (2023) 1, pp. 76-111
Persistent link: https://www.econbiz.de/10014287800
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Forecasting with nonlinear time series models
Bredahl Kock, Andreas; Teräsvirta, Timo - 2010
Persistent link: https://www.econbiz.de/10003914221
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A novel approach to model selection in tourism demand modeling
Akın, Melda - In: Tourism management : research, policies, practice 48 (2015), pp. 64-73
Persistent link: https://www.econbiz.de/10010508442
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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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Probabilistic electricity price forecasting with NARX networks : combine point or probabilistic forecasts?
Marcjasz, Grzegorz; Uniejewski, Bartosz; Weron, Rafał - In: International journal of forecasting 36 (2020) 2, pp. 466-479
Persistent link: https://www.econbiz.de/10012415156
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A machine learning approach to univariate time series forecasting of quarterly earnings
Fischer, Jan Alexander; Pohl, Philipp; Ratz, Dietmar - In: Review of quantitative finance and accounting 55 (2020) 4, pp. 1163-1179
Persistent link: https://www.econbiz.de/10012304132
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Time-series forecasting models for gasoline prices in China
Xu, Feng; Sepehri, Mohamad; Hua, Jian; Ivanov, Sergey; … - In: International journal of economics and finance 10 (2018) 12, pp. 43-53
Persistent link: https://www.econbiz.de/10011961043
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Exploring the suitability of support vector regression and radial basis function approximation to forecast sales of Fortune 500 companies
Evangelista, Vivian M.; Regis, Rommel G. - In: Advances in business and management forecasting 13 (2019), pp. 3-23
Persistent link: https://www.econbiz.de/10012154869
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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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Forecasting With Nonlinear Time Series Models
Kock, Anders Bredahl; Teräsvirta, Timo - In: The Oxford handbook of economic forecasting. 2012
Persistent link: https://www.econbiz.de/10012882026