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DP17325 Machine Learning in International Trade Research - Evaluating the Impact of Trade Agreements 智库出版物
2022
作者:  Holger Breinlich;  Valentina Corradi;  Nadia Rocha;  Michele Ruta;  Thomas Zylkin;  JMC Santos Silva
收藏  |  浏览/下载:5/0  |  提交时间:2022/09/22
Lasso  Machine learning  Preferential trade agreements  Deep trade agreements  
The voice of monetary policy 智库出版物
2021
作者:  Yuriy Gorodnichenko;  Tho Pham;  Oleksandr Talavera
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Central bank communication  voice tone  Deep learning  Text analysis  non-verbal communication  
DP15614 Household Savings and Monetary Policy under Individual and Aggregate Stochastic Volatility 智库出版物
2020
作者:  Yuriy Gorodnichenko;  Serguei Maliar;  Christopher Naubert
收藏  |  浏览/下载:5/0  |  提交时间:2022/09/22
Machine learning  Deep learning  Neural network  Hank  Heterogeneous agents  
DP15346 Deep Learning Classification: Modeling Discrete Labor Choice 智库出版物
2020
作者:  Serguei Maliar
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Deep learning  Neural network  Logistic regression  Classification  Discrete choice  Indivisible labor  Intensive and extensive margins  
DP14525 Artificial Intelligence in Asset Management 智库出版物
2020
作者:  Söhnke Bartram;  Jürgen Branke;  Mehrshad Motahari
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Algorithmic trading  Machine learning  Lasso  Neural networks  Deep learning  Decision trees  Random forests  Svm  Evolutionary algorithms  Nlp  
DP14025 When the U.S. catches a cold, Canada sneezes: a lower-bound tale told by deep learning 智库出版物
2019
作者:  Vadym Lepetyuk;  Serguei Maliar
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Central banking  Totem  Machine learning  Deep learning  Supervised learning  Neural networks  Clustering analysis large-scale model  New keynesian model  Zlb  
DP14024 Will Artificial Intelligence Replace Computational Economists Any Time Soon? 智库出版物
2019
作者:  Serguei Maliar;  Pablo Winant
收藏  |  浏览/下载:5/0  |  提交时间:2022/09/22
Artificial intelligence  Machine learning  Deep learning  Neural network  Stochastic gradient  Dynamic models  Dynamic programming  Bellman equation  Euler equation  Value function  
DP13914 Predicting Consumer Default: A Deep Learning Approach 智库出版物
2019
作者:  Stefania Albanesi;  Domonkos Vamossy
收藏  |  浏览/下载:1/0  |  提交时间:2022/09/22
Consumer default  Credit scores  Deep learning  Macroprudential policy