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
VoxEU Column Using machine learning to study parenting styles Christopher Rauh Laetitia Renee 3 Jul 2022 Education Frontiers of economic research Machine learning parental styles early years Cognitive ability
Discussion paper DP17410 Measuring Brexit Uncertainty: A Machine Learning and Textual Analysis Approach Wanyu Chung Duiyi Dai Robert Elliott 27 Jun 2022 Brexit Uncertainty Machine learning International Trade and Regional Economics D80 E66 F50
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 DP17326 How to measure parenting styles? Christopher Rauh Laetitia Renee 24 May 2022 Parenting style Human capital Inequality Early childhood Machine learning Labour Economics
Discussion paper DP17325 Machine Learning in International Trade Research - Evaluating the Impact of Trade Agreements Holger Breinlich Valentina Corradi Nadia Rocha Michele Ruta Thomas Zylkin JMC Santos Silva 23 May 2022 Lasso Machine learning Preferential trade agreements Deep trade agreements International Trade and Regional Economics F14 F15 F17
VoxEU Column Identifying monetary policy shocks: A natural language approach Borağan Aruoba Thomas Drechsel 17 May 2022 Monetary Policy monetary policy Natural language processing Machine learning Federal Reserve Fomc
VoxEU Column The matching between workers and jobs explains productivity differentials across firms Luca Coraggio Marco Pagano Annalisa Scognamiglio Joacim Tåg 9 May 2022 Productivity and Innovation Labour Markets Management firm management Firm Productivity Management practices Matching Machine learning
Discussion paper DP17194 The Virtue of Complexity in Return Prediction Semyon Malamud Bryan Kelly Kangying Zhou 7 Apr 2022 Portfolio choice Machine learning Random matrix theory Benign overfit Overparameterization Financial Economics C3 C58 C61 G11 G12 G14
Discussion paper DP17167 JAQ of All Trades: Job Mismatch, Firm Productivity and Managerial Quality Marco Pagano Luca Coraggio Annalisa Scognamiglio Joacim Tåg 1 Apr 2022 Jobs Workers Matching Mismatch Machine learning Productivity Management Financial Economics Labour Economics D22 D23 D24 G34 J24 J31 J62 L22 L23 M12 M54
Discussion paper DP17133 Identifying Monetary Policy Shocks: A Natural Language Approach Thomas Drechsel Borağan Aruoba 24 Mar 2022 monetary policy Federal Reserve Natural language processing Machine learning International Macroeconomics and Finance Monetary Economics and Fluctuations C10 E31 E32 E52 E58
VoxEU Column Women are "hardworking", men are "brilliant": Stereotyping in the economics job market Markus Eberhardt Giovanni Facchini Valeria Rueda 8 Feb 2022 Labour Markets Gender Gender gap Job market Stereotypes Machine learning economics job market
