Report NEP-BIG-2020-01-27

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:

• Obschonka, Martin & Lee, Neil & Rodríguez-Pose, Andrés & Eichstaedt, johannes Christopher & Ebert, Tobias, 2018. "Big Data, artificial intelligence and the geography of entrepreneurship in the United States," OSF Preprints c62tn, Center for Open Science.
• Timothy Neal & Michael Keane, 2020. "Comparing Deep Neural Network and Econometric Approaches to Predicting the Impact of Climate Change on Agricultural Yield," Discussion Papers 2020-02, School of Economics, The University of New South Wales.
• Osipov, Vasiliy & Zhukova, Nataly & Miloserdov, Dmitriy, 2019. "Neural Network Associative Forecasting of Demand for Goods," MPRA Paper 97314, University Library of Munich, Germany, revised 23 Sep 2019.
• Felipe Leal & Carlos Molina & Eduardo Zilberman, 2020. "Proyección de la Inflación en Chile con Métodos de Machine Learning," Working Papers Central Bank of Chile 860, Central Bank of Chile.
• Melvin Wong & Bilal Farooq, 2019. "ResLogit: A residual neural network logit model for data-driven choice modelling," Papers 1912.10058, arXiv.org, revised Feb 2021.
• Julia M. Puaschunder & Martin Gelter, 2019. "On the Political Economy of the European Union," Proceedings of the 15th International RAIS Conference, November 6-7, 2019 001JP, Research Association for Interdisciplinary Studies.
• Xuan-Hong Dang & Syed Yousaf Shah & Petros Zerfos, 2019. ""The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering," Papers 1912.10858, arXiv.org.
• Ntale, Moses Kizito Njagi & Mathenge, Fr. Paul & Gikonyo, Barnabas, 2019. "Social Media As A Source Of Predictive Analytics For Customer Satisfaction: An Empirical Investigation Of Standard Gauge Railways Users In Kenya," AfricArxiv cxety, Center for Open Science.
• Xinyi Li & Yinchuan Li & Hongyang Yang & Liuqing Yang & Xiao-Yang Liu, 2019. "DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News," Papers 1912.10806, arXiv.org.
• Kindel, Alexander & Bansal, Vineet & Catena, Kristin & Hartshorne, Thomas & Jaeger, Kate & Koffman, Dawn & McLanahan, Sara & Phillips, Maya & Rouhani, Shiva & Vinh, Ryan, 2018. "Improving metadata infrastructure for complex surveys: Insights from the Fragile Families Challenge," SocArXiv u8spj, Center for Open Science.
• Hansen, Stephen & McMahon, Michael & Tong, Matthew, 2020. "The long-run information effect of central bank communication," Working Paper Series 2363, European Central Bank.
• Hector Lopez-Ruiz & Jorge Blazquez & Fakhri Hasanov, 2019. "Estimating Saudi Arabia’s Regional GDP Using Satellite Nighttime Light Images," Discussion Papers ks--2019-dp80, King Abdullah Petroleum Studies and Research Center.
• islah, khikmatul, 2018. "Peluang Dan Tantangan Pemanfaatan Teknologi Big Data Untuk Mengintegrasikan Pelayanan Publik Pemerintah," OSF Preprints uf63v, Center for Open Science.
• Boeing, Geoff, 2018. "Clustering to Reduce Spatial Data Set Size," SocArXiv nzhdc, Center for Open Science.
• Muratova, Anna & Islam, Robiul & Mitrofanova, Ekaterina S. & Ignatov, Dmitry I., 2019. "Searching for Interpretable Demographic Patterns," MPRA Paper 97305, University Library of Munich, Germany, revised 23 Sep 2019.
• Paolo Brunori & Guido Neidhoefer, 2020. "The Evolution of Inequality of Opportunity in Germany: A Machine Learning Approach," SERIES 01-2020, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Jan 2020.
• Dali T. Laxton, 2019. "Innovations in the Wind Energy Sector," CERGE-EI Working Papers wp647, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
• David Rushing Dewhurst & Yi Li & Alexander Bogdan & Jasmine Geng, 2019. "Evolving ab initio trading strategies in heterogeneous environments," Papers 1912.09524, arXiv.org.
• Strobl, Eric, 2019. "The Impact of Typhoons on Economic Activity in the Philippines: Evidence from Nightlight Intensity," ADB Economics Working Paper Series 589, Asian Development Bank.
• Li, W. & Fok, D. & Franses, Ph.H.B.F., 2019. "Forecasting own brand sales: Does incorporating competition help?," Econometric Institute Research Papers EI2019-35, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
• Boeing, Geoff, 2018. "Planarity and Street Network Representation in Urban Form Analysis," SocArXiv hma8y, Center for Open Science.
• Boeing, Geoff, 2018. "Urban Spatial Order: Street Network Orientation, Configuration, and Entropy," SocArXiv qj3p5, Center for Open Science.
• Boeing, Geoff, 2018. "A Multi-Scale Analysis of 27,000 Urban Street Networks: Every US City, Town, Urbanized Area, and Zillow Neighborhood," SocArXiv hmhts, Center for Open Science.