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 DP16822 The Unattractiveness of Indeterminate Dynamic Equilibria Julian Ashwin Paul Beaudry Martin Ellison 19 Dec 2021 Indeterminacy Machine learning Multiple equilibria Neural networks Monetary Economics and Fluctuations
Discussion paper DP14525 Artificial Intelligence in Asset Management Söhnke Bartram Jürgen Branke Mehrshad Motahari 24 Mar 2020 Algorithmic trading Machine learning Lasso Neural networks Deep learning Decision trees Random forests Svm Evolutionary algorithms Nlp Financial Economics International Macroeconomics and Finance G11 G17
Discussion paper DP14025 When the U.S. catches a cold, Canada sneezes: a lower-bound tale told by deep learning Vadym Lepetyuk Serguei Maliar 25 Sep 2019 Central banking Totem Machine learning Deep learning Supervised learning Neural networks Clustering analysis large-scale model New keynesian model Zlb Monetary Economics and Fluctuations C61 C63 C68 E31 E52
VoxEU Column Data superpowers in the age of AI: A research agenda Claudia Biancotti Paolo Ciocca 23 Oct 2018 Frontiers of economic research Productivity and Innovation Artificial intelligence GAFA BAT Privacy Machine learning Advertising Neural networks Two-sided markets data property rights data tradability big tech regulation Fintech
