Report NEP-BIG-2022-12-12

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:

• Michał Lewandowski & Marcin Chlebus, 2021. "Predicting football outcomes from Spanish league using machine learning models," Working Papers 2021-22, Faculty of Economic Sciences, University of Warsaw.
• Jan Grudniewicz & Robert Ślepaczuk, 2021. "Application of machine learning in quantitative investment strategies on global stock markets," Working Papers 2021-23, Faculty of Economic Sciences, University of Warsaw.
• Leogrande, Angelo & Costantiello, Alberto & Laureti, Lucio, 2022. "The impact of patent applications on technological innovation in European countries," MPRA Paper 115346, University Library of Munich, Germany.
• Kanazawa, Kyogo & Kawaguchi, Daiji & Shigeoka, Hitoshi & Watanabe, Yasutora, 2022. "AI, Skill, and Productivity: The Case of Taxi Drivers," IZA Discussion Papers 15677, Institute of Labor Economics (IZA).
• Kea Baret & Amelie Barbier-Gauchard & Theophilos Papadimitriou, 2022. "Forecasting the Stability and Growth Pact compliance using Machine Learning," Working Papers 2022.11, International Network for Economic Research - INFER.
• Thanh Trung Huynh & Minh Hieu Nguyen & Thanh Tam Nguyen & Phi Le Nguyen & Matthias Weidlich & Quoc Viet Hung Nguyen & Karl Aberer, 2022. "Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction," Papers 2211.07400, arXiv.org, revised Nov 2022.
• Tranos, Emmanouil & Incera, Andre Carrascal & Willis, George, 2022. "Using the web to predict regional trade flows: data extraction, modelling, and validation," OSF Preprints 9bu5z, Center for Open Science.
• Youru Li & Zhenfeng Zhu & Xiaobo Guo & Shaoshuai Li & Yuchen Yang & Yao Zhao, 2022. "HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction," Papers 2211.07956, arXiv.org.
• Defu Cao & Yousef El-Laham & Loc Trinh & Svitlana Vyetrenko & Yan Liu, 2022. "DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift," Papers 2211.11513, arXiv.org.
• Soares, César Pedrosa & da Penha Vasconcellos, Maria, 2022. "Proposal Of A Socio-Environmental Vulnerability Scale Of Municipalities That Receive Financial Compensation – Brazil," SocArXiv jg4a8, Center for Open Science.
• Korwin-Zmijowski, Marion & Cristia, Alejandrina, 2022. "Regulation relevant to (long-form) audio recordings gathered in Brazil," OSF Preprints dxkcf, Center for Open Science.
• Korwin-Zmijowski, Marion & Cristia, Alejandrina, 2022. "Regulation relevant to (long-form) audio recordings gathered in Denmark," OSF Preprints az2qj, Center for Open Science.
• Korwin-Zmijowski, Marion & Cristia, Alejandrina, 2022. "Regulation relevant to (long-form) audio recordings gathered in Finland," OSF Preprints e54t9, Center for Open Science.
• Xiaoxuan Zhang & John Gibson & Xiangzheng Deng, 2022. "Remotely (and wrongly) too equal: Popular night-time lights data understate spatial inequality," Working Papers in Economics 22/13, University of Waikato.
• Chinonso Nwankwo & Nneka Umeorah & Tony Ware & Weizhong Dai, 2022. "Deep learning and American options via free boundary framework," Papers 2211.11803, arXiv.org, revised Dec 2022.
• Schultheiss, Tobias & Pfister, Curdin & Gnehm, Ann-Sophie & Backes-Gellner, Uschi, 2022. "Education Expansion and High-Skill Job Opportunities for Workers: Does a Rising Tide Lift All Boats?," IZA Discussion Papers 15687, Institute of Labor Economics (IZA).
• Korwin-Zmijowski, Marion & Cristia, Alejandrina, 2022. "Regulation relevant to (long-form) audio recordings gathered in Papua New Guinea," OSF Preprints ywbtc, Center for Open Science.
• Singhal, Bhoomika, 2022. "Using artificial intelligence to benefit society in Asia: opportunities and challenges," MPRA Paper 115421, University Library of Munich, Germany.
• Schultheiss, Tobias & Backes-Gellner, Uschi, 2022. "Different Degrees of Skill Obsolescence across Hard and Soft Skills and the Role of Lifelong Learning for Labor Market Outcomes," IZA Discussion Papers 15688, Institute of Labor Economics (IZA).
• Surjaningsih, Ndari & Werdaningtyas, Hesti & Rahman, Faizal & Falaqh, Romadhon, 2022. "Predicting Household Resilience Before and During Pandemic with Classifier Algorithms," OSF Preprints w5q9g, Center for Open Science.
• Südbeck, Insa & Mindlina, Julia & Schnabel, André & Helber, Stefan, 2022. "Using Recurrent Neural Networks for the Performance Analysis and Optimization of Stochastic Milkrun-Supplied Flow Lines," Hannover Economic Papers (HEP) dp-703, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
• Zequn Jin & Lihua Lin & Zhengyu Zhang, 2022. "Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives," Papers 2211.07903, arXiv.org.
• Olga Marut & Jacek Lewkowicz, 2022. "The effect of decentralization of government power on the character of public goods provision," Working Papers 2022-11, Faculty of Economic Sciences, University of Warsaw.
• Sandro Heiniger & Winfried Koeniger & Michael Lechner, 2022. "The Heterogeneous Response of Real Estate Asset Prices to a Global Shock," Swiss Finance Institute Research Paper Series 22-86, Swiss Finance Institute.
• Heiniger, Sandro & Koeniger, Winfried & Lechner, Michael, 2022. "The Heterogeneous Response of Real Estate Asset Prices to a Global Shock," IZA Discussion Papers 15699, Institute of Labor Economics (IZA).
• Xiao-Yang Liu & Ziyi Xia & Jingyang Rui & Jiechao Gao & Hongyang Yang & Ming Zhu & Christina Dan Wang & Zhaoran Wang & Jian Guo, 2022. "FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning," Papers 2211.03107, arXiv.org.
• Xinyu Li, 2022. "The impact of moving expenses on social segregation: a simulation with RL and ABM," Papers 2211.12475, arXiv.org.
• Erhan Bayraktar & Qi Feng & Zhaoyu Zhang, 2022. "Deep Signature Algorithm for Multi-dimensional Path-Dependent Options," Papers 2211.11691, arXiv.org, revised Jan 2024.
• Julia Bachtrögler-Unger & Mathias Dolls & Carla Krolage & Paul Schüle & Hannes Taubenböck & Matthias Weigand, 2022. "EU Cohesion Policy on the Ground: Analyzing Small-Scale Effects Using Satellite Data," WIFO Working Papers 653, WIFO.
• Maureen Cowhey & Seung Jung Lee & Thomas Popeck Spiller & Cindy M. Vojtech, 2022. "Sentiment in Bank Examination Reports and Bank Outcomes," Finance and Economics Discussion Series 2022-077, Board of Governors of the Federal Reserve System (U.S.).