Report NEP-BIG-2024-09-09

This is the archive for NEP-BIG, a report on new working papers in the area of Big Data. Tom Coupé issued this report. It is usually issued weekly.

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Other reports in NEP-BIG

The following items were announced in this report:

• Wee Ling Tan & Stephen Roberts & Stefan Zohren, 2024. "Deep Learning for Options Trading: An End-To-End Approach," Papers 2407.21791, arXiv.org.
• Haowei Ni & Shuchen Meng & Xupeng Chen & Ziqing Zhao & Andi Chen & Panfeng Li & Shiyao Zhang & Qifu Yin & Yuanqing Wang & Yuxi Chan, 2024. "Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach," Papers 2408.06634, arXiv.org, revised Nov 2024.
• Teng Ye & Jingnan Zheng & Junhui Jin & Jingyi Qiu & Wei Ai & Qiaozhu Mei, 2024. "Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses," Papers 2407.09480, arXiv.org.
• Gregory Yampolsky & Dhruv Desai & Mingshu Li & Stefano Pasquali & Dhagash Mehta, 2024. "Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals," Papers 2408.06679, arXiv.org.
• Achintya Gopal, 2024. "NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of Equities," Papers 2408.01499, arXiv.org.
• Jian-Qiao Zhu & Joshua C. Peterson & Benjamin Enke & Thomas L. Griffiths, 2024. "Capturing the Complexity of Human Strategic Decision-Making with Machine Learning," Papers 2408.07865, arXiv.org.
• Hué, Sullivan & Hurlin, Christophe & Pérignon, Christophe & Saurin, Sébastien, 2022. "Explainable Performance," HEC Research Papers Series 1463, HEC Paris.
• Thiago Christiano Silva & Paulo Victor Berri Wilhelm & Diego Raphael Amancio, 2024. "Machine Learning and Economic Forecasting: the role of international trade networks," Working Papers Series 597, Central Bank of Brazil, Research Department.
• Ugo Bolletta & Laurens Cherchye & Thomas Demuynck & Bram De Rock & Luca Paolo Merlino, 2024. "Identifying Marriage Markets," Working Papers ECARES 2024-12, ULB -- Universite Libre de Bruxelles.
• Michel Alexandre & Thiago Christiano Silva & Francisco Aparecido Rodrigues, 2024. "Critical Edges in Financial Networks," Working Papers Series 594, Central Bank of Brazil, Research Department.
• Kishore Mullangi, 2023. "Innovations in Payment Processing: Integrating Accelerated Testing for Enhanced Security," Post-Print hal-04647281, HAL.
• Klatt, Nikolina, 2024. "Judicial rulings and political narratives: Analyzing the impact of Roe v. Wade's overturning on digital discourse using machine learning," Discussion Papers, Research Unit: Transformations of Democracy SP V 2024-502, WZB Berlin Social Science Center.
• Cordier, J.; & Geissler, A.; & Vogel, J.;, 2024. "Entity embedding of high-dimensional claims data for hospitalized exacerbation prediction," Health, Econometrics and Data Group (HEDG) Working Papers 24/09, HEDG, c/o Department of Economics, University of York.
• Andras Komaromi & Xiaomin Wu & Ran Pan & Yang Liu & Pablo Cisneros & Anchal Manocha & Hiba El Oirghi, 2024. "Enhancing IMF Economics Training: AI-Powered Analysis of Qualitative Learner Feedback," IMF Working Papers 2024/166, International Monetary Fund.
• Jianqing Fan & Weining Wang & Yue Zhao, 2024. "Conditional nonparametric variable screening by neural factor regression," CeMMAP working papers 17/24, Institute for Fiscal Studies.
• Julian Ashwin & Paul Beaudry & Martin Ellison, 2024. "Neural Network Learning for Nonlinear Economies," NBER Working Papers 32807, National Bureau of Economic Research, Inc.
• Margherita Borella & Francisco A. Bullano & Mariacristina De Nardi & Benjamin Krueger & Elena Manresa, 2024. "Health Inequality and Health Types," NBER Working Papers 32799, National Bureau of Economic Research, Inc.
• Brian Jabarian, 2024. "Large Language Models for Behavioral Economics: Internal Validity and Elicitation of Mental Models," Papers 2407.12032, arXiv.org.
• Breen, Casey & Fatehkia, Masoomali & Yan, Jiani & Zhao, Xinyi & Leasure, Douglas R. & Weber, Ingmar & Kashyap, Ridhi, 2024. "Mapping subnational gender gaps in internet and mobile adoption using social media data," SocArXiv qnzsw, Center for Open Science.
• Juan Imbet & J. Anthony Cookson & Corbin Fox & Christoph Schiller & Javier Gil-Bazo, 2024. "Social Media as a Bank Run Catalyst," Post-Print hal-04660083, HAL.
• Dhammika Dharmapala & Aziz Huq, 2024. "Imputing Unreported Hate Crimes Using Google Search Data," CESifo Working Paper Series 11245, CESifo.
• Marín Llanes, Lucas & Fernández Sierra, Manuel & Vélez Lesmes, María Alejandra & Martínez González, Eduard & Murillo Sandoval, Paulo, 2024. "Coca-Based Local Growth and Its Socio-Economic Impact in Colombia," Documentos CEDE 21186, Universidad de los Andes, Facultad de Economía, CEDE.
• Nils Wernerfelt & Anna Tuchman & Bradley Shapiro & Robert Moakler, 2024. "Estimating the Value of Offsite Tracking Data to Advertisers: Evidence from Meta," NBER Working Papers 32765, National Bureau of Economic Research, Inc.