Report NEP-BIG-2024-08-12

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:

• Anishka Chauhan & Pratham Mayur & Yeshwanth Sai Gokarakonda & Pooriya Jamie & Naman Mehrotra, 2024. "Indian Stock Market Prediction using Augmented Financial Intelligence ML," Papers 2407.02236, arXiv.org.
• Stevens, Alexander & Okrent, Abigail M. & Mancino, Lisa, 2024. "Imputing Measures of Diet Quality Using Circana Scanner Data and Machine Learning," 2024 Annual Meeting, July 28-30, New Orleans, LA 343997, Agricultural and Applied Economics Association.
• Zheng, Maoyong & Escalante, Cesar L., 2024. "Exploring USDA-FSA Farm Lending Patterns: Machine Learning-Based Models for Understanding the Impact of Borrower attributes on Loan Purposes," 2024 Annual Meeting, July 28-30, New Orleans, LA 343857, Agricultural and Applied Economics Association.
• Villacis, Alexis H. & Badruddoza, Syed & Mishra, Ashok K., 2024. "A Machine Learning-based Exploration of Resilience through the Lens of Food Security," 2024 Annual Meeting, July 28-30, New Orleans, LA 343542, Agricultural and Applied Economics Association.
• Mühlbauer, Sabrina & Weber, Enzo, 2024. "Predicting Job Match Quality: A Machine Learning Approach," IAB-Discussion Paper 202409, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
• Yu Cheng & Junjie Guo & Shiqing Long & You Wu & Mengfang Sun & Rong Zhang, 2024. "Advanced Financial Fraud Detection Using GNN-CL Model," Papers 2407.06529, arXiv.org.
• Yupeng Cao & Zhiyuan Yao & Zhi Chen & Zhiyang Deng, 2024. "CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications," Papers 2407.01953, arXiv.org.
• Helmut Wasserbacher & Martin Spindler, 2024. "Credit Ratings: Heterogeneous Effect on Capital Structure," Papers 2406.18936, arXiv.org.
• Hao Shi & Weili Song & Xinting Zhang & Jiahe Shi & Cuicui Luo & Xiang Ao & Hamid Arian & Luis Seco, 2024. "AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors," Papers 2406.18394, arXiv.org, revised Dec 2024.
• Haibo Han & Bin Wang, 2024. "The influence of policy perception on the employment of college graduates under the new development paradigm—based on machine learning," French Stata Users' Group Meetings 2024 35, Stata Users Group.
• Kamil Kashif & Robert 'Slepaczuk, 2024. "LSTM-ARIMA as a Hybrid Approach in Algorithmic Investment Strategies," Papers 2406.18206, arXiv.org.
• Jinniao Qiu & Antony Ware & Yang Yang, 2024. "Stochastic Path-Dependent Volatility Models for Price-Storage Dynamics in Natural Gas Markets and Discrete-Time Swing Option Pricing," Papers 2406.16400, arXiv.org.
• Daiya Mita & Akihiko Takahashi, 2024. "A New Equity Investment Strategy with Artificial Intelligence, Multi Factors, and Technical Indicators," CARF F-Series CARF-F-588, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
• Daiya Mita & Akihiko Takahashi, 2024. "A New Equity Investment Strategy with Artificial Intelligence, Multi Factors, and Technical Indicators," CIRJE F-Series CIRJE-F-1230, CIRJE, Faculty of Economics, University of Tokyo.
• Enrique Estefania-Salazar & Michael Carter & Eva Iglesias & Álvaro Escribano, 2024. "Breaking Boundaries: Lower Tail Dependence Can Triple the Economic Value of Index Insurance for Rural Households," NBER Working Papers 32618, National Bureau of Economic Research, Inc.
• Jibang Wu & Siyu Chen & Mengdi Wang & Huazheng Wang & Haifeng Xu, 2024. "Contractual Reinforcement Learning: Pulling Arms with Invisible Hands," Papers 2407.01458, arXiv.org, revised Jul 2024.
• Peng Yifeng & Gao Chen, 2024. "New intelligent empowerment for digital transformation," Papers 2406.18440, arXiv.org, revised Jan 2025.
• Magnus Lundgren, 2024. "Large Language Models in Student Assessment: Comparing ChatGPT and Human Graders," Papers 2406.16510, arXiv.org.
• Matilde Cappelletti & Leonardo M. Giuffrida, 2024. "Targeted Bidders in Government Tenders," CESifo Working Paper Series 11142, CESifo.
• Ecker-Ehrhardt, Matthias, 2024. "Building bridges or digging the trench? International organizations, social media, and polarized fragmentation," Global Cooperation Research Papers 34, University of Duisburg-Essen, Käte Hamburger Kolleg / Centre for Global Cooperation Research (KHK/GCR21).
• Cai, Xiqian & Chen, Shuai & Cheng, Zhengquan, 2024. "The #Metoo Movement and Judges' Gender Gap in Decisions," IZA Discussion Papers 17115, Institute of Labor Economics (IZA).