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Forecasting : theory and practice
Petropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, V. - In: International journal of forecasting 38 (2022) 3, pp. 705-871
Persistent link: https://www.econbiz.de/10013349395
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Statistical, machine learning and deep learning forecasting methods : comparisons and ways forward
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: Journal of the Operational Research Society 74 (2023) 3, pp. 840-859
Persistent link: https://www.econbiz.de/10014332223
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Forecasting with a hybrid method utilizing data smoothing, a variation of the Theta method and shrinkage of seasonal factors
Spiliotis, Evangelos; Assimakopoulos, V.; Nikolopoulos, … - In: International journal of production economics 209 (2019), pp. 92-102
Persistent link: https://www.econbiz.de/10012013066
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Fathoming the theta method for a unit root process
Thomakos, Dimitrios D.; Nikolopoulos, Konstantinos - In: IMA journal of management mathematics 25 (2014) 1, pp. 105-124
Persistent link: https://www.econbiz.de/10010242798
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Forecasting supply chain sporadic demand with nearest neighbor approaches
Nikolopoulos, Konstantinos; Babai, M. Zied; Bozos, … - In: International journal of production economics 177 (2016), pp. 139-148
Persistent link: https://www.econbiz.de/10011503375
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Forecasting multivariate time series with the Theta method
Thomakos, Dimitrios D.; Nikolopoulos, Konstantinos - In: Journal of forecasting 34 (2015) 3, pp. 220-229
Persistent link: https://www.econbiz.de/10011305253
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An empirical investigation of water consumption forecasting methods
Karamaziotis, Panagiotis I.; Raptis, Achilleas; … - In: International journal of forecasting 36 (2020) 2, pp. 588-606
Persistent link: https://www.econbiz.de/10012415297
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COVID-19 : forecasting confirmed cases and deaths with a simple time series model
Petropoulos, Fotios; Makridakis, Spyros G.; Stylianou, … - In: International journal of forecasting 38 (2022) 2, pp. 439-452
Persistent link: https://www.econbiz.de/10013348603
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The M5 competition : background, organization, and implementation
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: International journal of forecasting 38 (2022) 4, pp. 1325-1336
Persistent link: https://www.econbiz.de/10014381084
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Predicting/hypothesizing the findings of the M5 competition
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: International journal of forecasting 38 (2022) 4, pp. 1337-1345
Persistent link: https://www.econbiz.de/10014381085