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A cross-sectional machine learning approach for hedge fund return prediction and selection
Wu, Wenbo; Chen, Jiaqi; Yang, Zhibin; Tindall, Michael L. - In: Management science : journal of the Institute for … 67 (2021) 7, pp. 4577-4601
Persistent link: https://www.econbiz.de/10012624639
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Machine learning vs. economic restrictions : evidence from stock return predictability
Avramov, Doron; Cheng, Si; Metzker, Lior - In: Management science : journal of the Institute for … 69 (2023) 5, pp. 2587-2619
Persistent link: https://www.econbiz.de/10014305426
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Bimodal characteristic returns and predictability enhancement via machine learning
Han, Chulwoo - In: Management science : journal of the Institute for … 68 (2022) 10, pp. 7701-7741
Persistent link: https://www.econbiz.de/10013546167
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Inattention in contract markets : evidence from a consolidation of options in telecom
Reme, Bjørn-Atle; Røhr, Helene Lie; Sæthre, Morten - In: Management science : journal of the Institute for … 68 (2022) 2, pp. 1019-1038
Persistent link: https://www.econbiz.de/10012878408
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Ensembles of overfit and overconfident forecasts
Grushka-Cockayne, Yael; Jose, Victor Richmond R.; … - In: Management science : journal of the Institute for … 63 (2017) 4, pp. 1110-1130
Persistent link: https://www.econbiz.de/10011672858
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Decision forest : a nonparametric approach to modeling irrational choice
Chen, Yi-Chun; Mišić, Velibor V. - In: Management science : journal of the Institute for … 68 (2022) 10, pp. 7090-7111
Persistent link: https://www.econbiz.de/10013545861
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Product choice with large assortments : a scalable deep-learning model
Gabel, Sebastian; Timoshenko, Artem - In: Management science : journal of the Institute for … 68 (2022) 3, pp. 1808-1827
Persistent link: https://www.econbiz.de/10013260134
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Managing weather risk with a neural network-based index insurance
Chen, Zhanhui; Lu, Yang; Zhang, Jinggong; Zhu, Wenjun - In: Management science : journal of the Institute for … 70 (2024) 7, pp. 4306-4327
Persistent link: https://www.econbiz.de/10015045875
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Smart "predict, then optimize"
Elmachtoub, Adam N.; Grigas, Paul - In: Management science : journal of the Institute for … 68 (2022) 1, pp. 9-26
Persistent link: https://www.econbiz.de/10012821003
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Personalized dynamic pricing with machine learning : high-dimensional features and heterogeneous elasticity
Ban, Gah-Yi; Keskin, N. Bora - In: Management science : journal of the Institute for … 67 (2021) 9, pp. 5549-5568
Persistent link: https://www.econbiz.de/10012650116