Report NEP-BIG-2022-02-21

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:

• Thomas R. Cook & Greg Gupton & Zach Modig & Nathan M. Palmer, 2021. "Explaining Machine Learning by Bootstrapping Partial Dependence Functions and Shapley Values," Research Working Paper RWP 21-12, Federal Reserve Bank of Kansas City.
• Luke De Clerk & Sergey Savl'ev, 2022. "A machine learning search for optimal GARCH parameters," Papers 2201.03286, arXiv.org.
• Lafond, François & Farmer, J. Doyne & Mungo, Luca & Astudillo-Estévez, Pablo, 2022. "Reconstructing production networks using machine learning," INET Oxford Working Papers 2022-02, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford, revised Jan 2023.
• Tannista Banerjee & Ayan Paul & Vishak Srikanth & Inga Strumke, 2022. "Socioeconomic disparities and COVID-19: the causal connections," Papers 2201.07026, arXiv.org.
• Ellsaesser, Florian & Fioretti, Guido, 2022. "Deciding Not To Decide," MPRA Paper 111546, University Library of Munich, Germany.
• Mayukh Mukhopadhyay & Sangeeta Sahney, 2022. "Effect of Toxic Review Content on Overall Product Sentiment," Papers 2201.02857, arXiv.org.
• Brett R. Gordon & Robert Moakler & Florian Zettelmeyer, 2022. "Close Enough? A Large-Scale Exploration of Non-Experimental Approaches to Advertising Measurement," Papers 2201.07055, arXiv.org, revised Oct 2022.
• Drydakis, Nick, 2022. "Artificial Intelligence and Reduced SMEs' Business Risks. A Dynamic Capabilities Analysis During the COVID-19 Pandemic," GLO Discussion Paper Series 1045, Global Labor Organization (GLO).
• Jean-David Fermanian & Dominique Guegan, 2021. "Fair learning with bagging," Post-Print halshs-03500906, HAL.
• Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Discussion Paper Series 730, Institute of Economic Research, Hitotsubashi University.
• Pramanik, Subhajit, 2021. "Exchange rate and Economic Growth - a comparative analysis of the possible relationship between them," MPRA Paper 111504, University Library of Munich, Germany, revised May 2021.
• Augustine Denteh & Helge Liebert, 2022. "Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment," Papers 2201.07072, arXiv.org, revised Apr 2023.