Report NEP-BIG-2022-10-31

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.

Subscribe to this report: email, RSS, or Mastodon.

Other reports in NEP-BIG

The following items were announced in this report:

• Lehnert, Patrick & Niederberger, Michael & Backes-Gellner, Uschi & Bettinger, Eric, 2022. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps across Time and Space," IZA Discussion Papers 15555, Institute of Labor Economics (IZA).
• Chen Zhang, 2022. "Asset Pricing and Deep Learning," Papers 2209.12014, arXiv.org.
• Maximilian Andres & Lisa Bruttel & Jana Friedrichsen, 2022. "How communication makes the difference between a cartel and tacit collusion: a machine learning approach," CEPA Discussion Papers 53, Center for Economic Policy Analysis.
• Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
• Ariel Neufeld & Philipp Schmocker, 2022. "Chaotic Hedging with Iterated Integrals and Neural Networks," Papers 2209.10166, arXiv.org, revised Jul 2024.
• Scutari, Marco & Panero, Francesca & Proissl, Manuel, 2022. "Achieving fairness with a simple ridge penalty," LSE Research Online Documents on Economics 116916, London School of Economics and Political Science, LSE Library.
• John M. Abowd & Joelle Hillary Abramowitz & Margaret Catherine Levenstein & Kristin McCue & Dhiren Patki & Trivellore Raghunathan & Ann Michelle Rodgers & Matthew D. Shapiro & Nada Wasi & Dawn Zinsser, 2021. "Finding Needles in Haystacks: Multiple-Imputation Record Linkage Using Machine Learning," Working Papers 22-11, Federal Reserve Bank of Boston.
• Ilkin Huseynov & Nazrin Ramazanova & Hikmat Valirzayev, 2022. "Using National Payment System Data to Nowcast Economic Activity in Azerbaijan," IHEID Working Papers 23-2022, Economics Section, The Graduate Institute of International Studies.
• Newhouse,David Locke & Merfeld,Joshua David & Ramakrishnan,Anusha Pudugramam & Swartz,Tom & Lahiri,Partha, 2022. "Small Area Estimation of Monetary Poverty in Mexico Using Satellite Imagery and Machine Learning," Policy Research Working Paper Series 10175, The World Bank.
• Maxime Biehler & Mohamed Guermazi & C'elim Starck, 2022. "Using Knowledge Distillation to improve interpretable models in a retail banking context," Papers 2209.15496, arXiv.org.
• Thilo Reintjes, 2022. "Automatic Identification and Classification of Share Buybacks and their Effect on Short-, Mid- and Long-Term Returns," Papers 2209.12863, arXiv.org.
• Lopez, Claude & Roh, Hyeongyul & Switek, Maggie, 2022. "The Community Explorer: Bringing Populations' Diversity into Policy Discussions, One County at a Time," IZA Policy Papers 190, Institute of Labor Economics (IZA).
• Julia Balla & Sihao Huang & Owen Dugan & Rumen Dangovski & Marin Soljacic, 2022. "AI-Assisted Discovery of Quantitative and Formal Models in Social Science," Papers 2210.00563, arXiv.org, revised Aug 2023.
• Item repec:bre:wpaper:node_8191 is not listed on IDEAS anymore

• Niko Hauzenberger & Florian Huber & Gary Koop & James Mitchell, 2022. "Bayesian Modeling of TVP-VARs Using Regression Trees," Papers 2209.11970, arXiv.org, revised May 2023.
• Matthieu Stigler & Apratim Dey & Andrew Hobbs & David Lobell, 2022. "With big data come big problems: pitfalls in measuring basis risk for crop index insurance," Papers 2209.14611, arXiv.org.
• Anna Marszal, 2022. "What news can really tell us? Evidence from a news-based sentiment index for financial markets analysis," NBP Working Papers 349, Narodowy Bank Polski.
• Baloko Makala & Maud Schmitt & Alejandro Caballero, 2021. "How Artificial Intelligence Can Help Advance Post-Secondary Learning in Emerging Markets," World Bank Publications - Reports 35054, The World Bank Group.
• Beyer,Robert Carl Michael & Narayanan,Abhinav & Thakur,Gogol Mitra, 2022. "Natural Disasters and Economic Dynamics : Evidence from the Kerala Floods," Policy Research Working Paper Series 10084, The World Bank.
• Mehmet Canayaz & Ilja Kantorovitch & Roxana Mihet, 2022. "Consumer Privacy and the Value of Consumer Data," Swiss Finance Institute Research Paper Series 22-68, Swiss Finance Institute.
• Item repec:bre:wpaper:node_8264 is not listed on IDEAS anymore

• Henrekson, Magnus & Johansson, Dan & Karlsson, Johan, 2022. "To Be or Not to Be: The Entrepreneur in Neo-Schumpeterian Growth Theory," Working Paper Series 1441, Research Institute of Industrial Economics, revised 13 Feb 2023.
• Francesca Biagini & Lukas Gonon & Andrea Mazzon & Thilo Meyer-Brandis, 2022. "Detecting asset price bubbles using deep learning," Papers 2210.01726, arXiv.org, revised Jun 2024.
• Ruoxin Xiao, 2022. "Optimal consumption-investment choices under wealth-driven risk aversion," Papers 2210.00950, arXiv.org.
• Sudeep R. Bapat & Saumya Kothari & Rushil Bansal, 2022. "Sentiment Analysis of ESG disclosures on Stock Market," Papers 2210.00731, arXiv.org.
• Jatin Nainani & Nirman Taterh & Md Ausaf Rashid & Ankit Khivasara, 2022. "Feature-Rich Long-term Bitcoin Trading Assistant," Papers 2209.12664, arXiv.org.
• Ashwin,Julian & Rao,Vijayendra & Biradavolu,Monica Rao & Chhabra,Aditya & Haque,Arshia & Khan,Afsana Iffat & Krishnan,Nandini, 2022. "A Method to Scale-Up Interpretative Qualitative Analysis, with an Application toAspirations in Cox’s Bazaar, Bangladesh," Policy Research Working Paper Series 10046, The World Bank.
• Susan Ariel Aaronson, 2022. "A Missed Opportunity to Further Build Trust in AI: A Landscape Analysis of OECD.AI," Working Papers 2022-10, The George Washington University, Institute for International Economic Policy.
• Pavelkova, Andrea, 2022. "The ECB press conference: a textual analysis," Working Paper Series 2742, European Central Bank.
• Charpe, Matthieu, 2022. "The Economic Impact of Covid-19 and Associated Lockdown Measures in China," MPRA Paper 114861, University Library of Munich, Germany.
• Philipp Kugler, 2022. "Wage expectation, information and the decision to become a nurse," IAW Discussion Papers 135, Institut für Angewandte Wirtschaftsforschung (IAW).
• Susan Ariel Aaronson, 2022. "Wicked Problems Might Inspire Greater Data Sharing," Working Papers 2022-09, The George Washington University, Institute for International Economic Policy.
• Ten,Gi Khan & Merfeld,Joshua David & Hirfrfot,Kibrom Tafere & Newhouse,David Locke & Pape,Utz Johann, 2022. "How Well Can Real-Time Indicators Track the Economic Impacts of a Crisis Like COVID-19 ?," Policy Research Working Paper Series 10080, The World Bank.
• Jonathan Chiu & Thorsten V. Koeppl, 2022. "PayTech and the D(ata) N(etwork) A(ctivities) of BigTech Platforms," Working Paper 1490, Economics Department, Queen's University.
• Christophe J. GODLEWSKI & Katarzyna BYRKA-KITA & Renata GOLA & Jacek CYPRYJANSKI, 2022. "Silence is not golden anymore? Social media activity and stock market valuation in Europe," Working Papers of LaRGE Research Center 2022-04, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.