Report NEP-BIG-2019-01-21

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:

• Anthony Strittmatter, 2018. "What Is the Value Added by Using Causal Machine Learning Methods in a Welfare Experiment Evaluation?," Papers 1812.06533, arXiv.org, revised Dec 2021.
• Shihao Gu & Bryan Kelly & Dacheng Xiu, 2018. "Empirical Asset Pricing via Machine Learning," NBER Working Papers 25398, National Bureau of Economic Research, Inc.
• Yaodong Yang & Alisa Kolesnikova & Stefan Lessmann & Tiejun Ma & Ming-Chien Sung & Johnnie E. V. Johnson, 2018. "Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting," Papers 1812.06175, arXiv.org, revised Nov 2019.
• Ruimeng Hu, 2019. "Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems," Papers 1901.03478, arXiv.org, revised Mar 2020.
• Gries, Thomas & Naudé, Wim, 2018. "Artificial Intelligence, Jobs, Inequality and Productivity: Does Aggregate Demand Matter?," IZA Discussion Papers 12005, Institute of Labor Economics (IZA).
• Steffen Q. Mueller & Patrick Ring & Maria Schmidt, 2019. "Forecasting economic decisions under risk: The predictive importance of choice-process data," Working Papers 066, Chair for Economic Policy, University of Hamburg.
• Ash, Elliott & Chen, Daniel L. & Delgado, Raul & Fierro, Eduardo & Lin, Shasha, 2018. "Learning Policy Levers: Toward Automated Policy Analysis Using Judicial Corpora," IAST Working Papers 18-90, Institute for Advanced Study in Toulouse (IAST).
• Ash, Elliott & Chen, Daniel L. & Delgado, Raul & Fierro, Eduardo & Lin, Shasha, 2018. "Learning Policy Levers: Toward Automated Policy Analysis Using Judicial Corpora," TSE Working Papers 18-977, Toulouse School of Economics (TSE).
• Susan Aaronson, 2018. "Data is Different: Why the World Needs a New Approach to Governing Cross-border Data Flows," Working Papers 2018-10, The George Washington University, Institute for International Economic Policy.
• Susan Aaronson, 2018. "Data Minefield: How AI is Prodding Governments to Rethink Trade in Data," Working Papers 2018-11, The George Washington University, Institute for International Economic Policy.
• Chen, Daniel L., 2018. "Judicial Analytics and the Great Transformation of American Law," IAST Working Papers 18-87, Institute for Advanced Study in Toulouse (IAST).
• Hicham Ganga & Javier Alonso & Vincenzo Spiezia & Jan Tscheke, 2018. "Patterns of domestic and cross-border e-commerce in Spain: A gravitational model approach," Working Papers 18/18, BBVA Bank, Economic Research Department.
• Richard Bluhm & Melanie Krause, 2018. "Top Lights - Bright Cities and their Contribution to Economic Development," CESifo Working Paper Series 7411, CESifo.
• Wu, Jun, 2018. "The logical evolution of internet governance policy in China from 1994-2017: A computational textual analysis approach," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190425, International Telecommunications Society (ITS).
• Futoshi Narita & Rujun Yin, 2018. "In Search of Information: Use of Google Trends’ Data to Narrow Information Gaps for Low-income Developing Countries," IMF Working Papers 18/286, International Monetary Fund.
• Brian Ning & Franco Ho Ting Lin & Sebastian Jaimungal, 2018. "Double Deep Q-Learning for Optimal Execution," Papers 1812.06600, arXiv.org, revised Jun 2020.
• Mitnik, Oscar A. & Sanchez, Raul & Yanez-Pagans, Patricia, 2018. "Bright Investments: Measuring the Impact of Transport Infrastructure Using Luminosity Data in Haiti," IZA Discussion Papers 12018, Institute of Labor Economics (IZA).
• Prem, M & Saavedra, S & Vargas, J.F, 2018. "End-Of-Conflict Deforestation: Evidence From Colombian’s Peace Agreement," Documentos de Trabajo 17068, Universidad del Rosario.
• Cheng, John W. & Mitomo, Hitoshi, 2018. "News on Fake News – Media Portrayals of Fake News by Japanese News Media," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190384, International Telecommunications Society (ITS).
• Ash, Elliott & Chen, Daniel L. & Mainali, Nischal & Meier, Liam, 2018. "Automated Classification of Modes of Moral Reasoning in Judicial Decisions," IAST Working Papers 18-92, Institute for Advanced Study in Toulouse (IAST).
• Chen, Daniel L., 2018. "Attorney Voice and the U.S. Supreme Court," IAST Working Papers 18-91, Institute for Advanced Study in Toulouse (IAST).
• Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," IZA Discussion Papers 12039, Institute of Labor Economics (IZA).
• Ton, Quoc-Thai, 2019. "Investor Sentiment and Attention in Capital Markets - A (Social) Media Perspective," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 110621, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
• Heidt, Margareta & Olt, Christian M. & Buxmann, Peter, 2019. "To (Psychologically) Own Data is to Protect Data: How Psychological Ownership Determines Protective Behavior in a Work and Private Context," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 110476, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
• Chou, Yuntsai, 2018. "The anti-competition measures and policy remedies in the data economy," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190372, International Telecommunications Society (ITS).