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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
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A text-based analysis of corporate innovation
Bellstam, Gustaf; Bhagat, Sanjai; Cockson, J. Anthony - In: Management science : journal of the Institute for … 67 (2021) 7, pp. 4004-4031
Persistent link: https://www.econbiz.de/10012623884
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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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Scaled PCA : a new approach to dimension reduction
Huang, Dashan; Jiang, Fuwei; Li, Kunpeng; Tong, Guoshi; … - In: Management science : journal of the Institute for … 68 (2022) 3, pp. 1678-1695
Persistent link: https://www.econbiz.de/10013260016
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Predicting risk perception : new insights from data science
Bhatia, Sudeep - In: Management science : journal of the Institute for … 65 (2019) 8, pp. 3800-3823
Persistent link: https://www.econbiz.de/10012062811
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Risk analysis for large pools of loans
Sirignano, Justin; Giesecke, Kay - In: Management science : journal of the Institute for … 65 (2019) 1, pp. 107-121
Persistent link: https://www.econbiz.de/10011991377
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Collusion by algorithm : does better demand prediction facilitate coordination between sellers?
Miklós-Thal, Jeanine; Tucker, Catherine - In: Management science : journal of the Institute for … 65 (2019) 4, pp. 1552-1561
Persistent link: https://www.econbiz.de/10012022643
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Dynamic unstructured bargaining with private information : theory, experiment, and outcome prediction via machine learning
Camerer, Colin; Nave, Gideon; Smith, Alec - In: Management science : journal of the Institute for … 65 (2019) 4, pp. 1867-1890
Persistent link: https://www.econbiz.de/10012022675
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Advertising content and consumer engagement on social media : evidence from Facebook
Lee, Dokyun; Hosanagar, Kartik; Nair, Harikesh - In: Management science : journal of the Institute for … 64 (2018) 11, pp. 5105-5131
Persistent link: https://www.econbiz.de/10011947139