Discussion paper DP16096 Optimal Price Targeting Adam Smith Stephan Seiler Ishant Aggarwal 14 Jul 2022 Targeting Personalization Heterogeneity Choice models Machine learning Industrial Organization C11 C33 C45 C52 D12 L11 L81
Discussion paper DP17391 Estimating Nonlinear Heterogeneous Agents Models with Neural Networks Leonardo Melosi Matthias Rottner 17 Jun 2022 Machine learning Neural networks Bayesian estimation Global solution Heterogeneous agents Nonlinearities Aggregate uncertainty Hank model Zero lower bound Macroeconomics and Growth Monetary Economics and Fluctuations C11 C45 D31 E32 E52
Discussion paper DP16624 Visual Representation and Stereotypes in News Media Elliott Ash Ruben Durante Mariia Grebenshchikova Carlo Schwarz 1 May 2022 Stereotypes Gender Race Media Computer vision Text analysis Political Economy Public Economics L82 J15 J16 Z1 C45
Discussion paper DP16267 Machine Learning the Carbon Footprint of Bitcoin Mining Héctor Calvo Pardo Jose Olmo Tullio Mancini 16 Jun 2021 Machine learning Carbon footprint Cryptocurrencies Nowcasting Feed- forward neural networks Climate change Public Economics Q47 Q54 C45 C55 F55 F64
Discussion paper DP15682 Trade sentiment and the stock market: new evidence based on big data textual analysis of Chinese media Marlene Amstad Leonardo Gambacorta Chao He Fan Dora XIA 18 Jan 2021 Stock returns Trade Sentiment Big data Neural network Machine learning Financial Economics F13 F14 G15 D80 C45 C55
Discussion paper DP15308 Urban economics in a historical perspective: Recovering data with machine learning Pierre-Philippe Combes Laurent Gobillon Yanos Zylberberg 18 Sep 2020 Urban economics History Machine learning International Trade and Regional Economics R11 R12 R14 N90 C45 C81
Discussion paper DP15308 Urban economics in a historical perspective: Recovering data with machine learning Pierre-Philippe Combes Laurent Gobillon Yanos Zylberberg 18 Sep 2020 Urban economics History Machine learning International Trade and Regional Economics R11 R12 R14 N90 C45 C81
Discussion paper DP15305 Exchange Rate Prediction with Machine Learning and a Smart Carry Trade Portfolio Ilias Filippou David Rapach Mark Taylor Guofu Zhou 17 Sep 2020 Exchange rate predictability Elastic net Carry trade Deep neural network International Macroeconomics and Finance C45 F31 F37 G11 G12 G15
Discussion paper DP15263 Flexible Work Arrangements in Low Wage Jobs: Evidence from Job Vacancy Data Abigail Adams-Prassl Maria Balgova Matthias Qian 9 Sep 2020 Labour market flexibility Labour demand Minimum wage Job vacancies Labour Economics J21 J23 J32 J33 C45 C81
Discussion paper DP14455 Terrorist Attacks, Cultural Incidents and the Vote for Radical Parties: Analyzing Text from Twitter Francesco Giavazzi Giacomo Lemoli Gaia Rubera Felix Iglhaut 29 Feb 2020 National elections Political parties Text analysis Social media Terrorism Macroeconomics and Growth Public Economics C45 D72 H56
Discussion paper DP14002 Financial Frictions and the Wealth Distribution Jesus Fernandez-Villaverde Samuel Hurtado Galo Nuño 17 Sep 2019 Heterogeneous agents Aggregate shocks Continuous-time Machine learning Structural estimation Monetary Economics and Fluctuations C45 C63 E32 E44 G01 G11
Discussion paper DP13914 Predicting Consumer Default: A Deep Learning Approach Stefania Albanesi Domonkos Vamossy 7 Aug 2019 Consumer default Credit scores Deep learning Macroprudential policy Financial Economics Monetary Economics and Fluctuations C45 D1 E27 E44 G21 G24
