Report NEP-BIG-2022-02-14

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:

• Iuri H. Ferreira & Marcelo C. Medeiros, 2021. "Modeling and Forecasting Intraday Market Returns: a Machine Learning Approach," Papers 2112.15108, arXiv.org.
• Xiyang Hu & Yan Huang & Beibei Li & Tian Lu, 2022. "Uncovering the Source of Machine Bias," Papers 2201.03092, arXiv.org.
• Maximilien Germain & Mathieu Laurière & Huyên Pham & Xavier Warin, 2022. "DeepSets and their derivative networks for solving symmetric PDEs ," Post-Print hal-03154116, HAL.
• Erdinc Akyildirim & Matteo Gambara & Josef Teichmann & Syang Zhou, 2022. "Applications of Signature Methods to Market Anomaly Detection," Papers 2201.02441, arXiv.org, revised Feb 2022.
• Hinterlang, Natascha & Tänzer, Alina, 2021. "Optimal monetary policy using reinforcement learning," Discussion Papers 51/2021, Deutsche Bundesbank.
• Mühlbauer, Sabrina & Weber, Enzo, 2022. "Machine Learning for Labour Market Matching," IAB-Discussion Paper 202203, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
• Dietrich, Stephan & Meysonnat, Aline & Rosales, Francisco & Cebotari, Victor & Gassmann, Franziska, 2021. "Economic development, weather shocks and child marriage in South Asia: A machine learning approach," MERIT Working Papers 2021-034, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
• Marica Valente, 2021. "Policy Evaluation of Waste Pricing Programs Using Heterogeneous Causal Effect Estimation," Discussion Papers of DIW Berlin 1980, DIW Berlin, German Institute for Economic Research.
• Donato Masciandaro & Davide Romelli & Gaia Rubera, 2021. "Monetary policy and financial markets: evidence from Twitter traffic," BAFFI CAREFIN Working Papers 21160, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
• Dylan Herman & Cody Googin & Xiaoyuan Liu & Alexey Galda & Ilya Safro & Yue Sun & Marco Pistoia & Yuri Alexeev, 2022. "A Survey of Quantum Computing for Finance," Papers 2201.02773, arXiv.org, revised Jun 2022.
• Montobbio, Fabio & Staccioli, Jacopo & Maria Enrica Virgillito & Vivarelli, Marco, 2021. "Labour-saving automation and occupational exposure: A text-similarity measure," MERIT Working Papers 2021-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
• Santarelli, Enrico & Staccioli, Jacopo & Vivarelli, Marco, 2022. "Automation and related technologies: A mapping of the new knowledge base," MERIT Working Papers 2022-003, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
• Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," CEI Working Paper Series 2021-05, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
• Matteo Bonato & Oguzhan Cepni & Rangan Gupta & Christian Pierdzioch, 2022. "Climate Risks and Realized Volatility of Major Commodity Currency Exchange Rates," Working Papers 202210, University of Pretoria, Department of Economics.
• Patsali, Sofia & Pezzoni, Michele & Visentin, Fabiana, 2021. "The impact of research independence on PhD students' careers: Large-scale evidence from France," MERIT Working Papers 2021-036, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
• Brigitte Roth Tran, 2022. "Sellin' in the Rain: Weather, Climate, and Retail Sales," Working Paper Series 2022-02, Federal Reserve Bank of San Francisco.
• Ollech, Daniel, 2021. "Economic analysis using higher frequency time series: Challenges for seasonal adjustment," Discussion Papers 53/2021, Deutsche Bundesbank.
• Daniel Goller & Andrea Diem & Stefan C. Wolter, 2022. "Sitting next to a dropout: Study success of students with peers that came to the lecture hall by a different route," Economics of Education Working Paper Series 0190, University of Zurich, Department of Business Administration (IBW).