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Central bank research hub - JEL classification C45: Neural Networks and Related Topics

Shapley regressions: a framework for statistical inference on machine learning models

by Andreas Joseph

Bank of England Working Papers (Paper: 784, 08.03.2019)

JEL: C45, C52, C71, E47

Colombian liberalization and integration to world trade markets: Much ado about nothing

by Carlos León , Freddy Cepeda-Lopez , Hernán Rincón-Castro and Fredy Gamboa-Estrada

Central Bank of Colombia Working Papers (Paper: 1065, 28.02.2019)

JEL: C45, C63, F14, F15

A Thick ANN Model for Forecasting Inflation

by Khurrum S. Mughal , Javed Iqbal and Muhammad Nadim Hanif

State Bank of Pakistan Working Papers (Paper: 99, 18.10.2018)

JEL: C45, E31, E37

Compilation of Experimental Price Indices Using Big Data and Machine Learning:A Comparative Analysis and Validity Verification of Quality Adjustments

by Nobuhiro Abe and Kimiaki Shinozaki

Bank of Japan Working Papers (Paper: 18-E-13, 20.08.2018)

JEL: C43, C45, E31

Nowcasting economic activity with electronic payments data: A predictive modeling approach

by Carlos León and Fabio Ortega

Central Bank of Colombia Working Papers (Paper: 1037, 01.02.2018)

JEL: C45, C53, E27

How Centralized is U.S. Metropolitan Employment?

by Maeve Maloney , Jordan Rappaport , Jason Brown and Aaron Smalter Hall

Federal Reserve Bank of Kansas City Research Working Papers (Paper: RWP 17-16, 16.11.2017)

JEL: C45, R12, R32

Macroeconomic Indicator Forecasting with Deep Neural Networks

by Aaron Smalter Hall and Thomas R. Cook

Federal Reserve Bank of Kansas City Research Working Papers (Paper: RWP 17-11, 29.09.2017)

JEL: C14, C45, C53

Machine learning at central banks

by Chiranjit Chakraborty and Andreas Joseph

Bank of England Working Papers (Paper: 674, 04.09.2017)

JEL: A12, A33, C14, C38, C44, C45, C51, C52, C53, C54, C55, C61, C63, C87, E37, E58, G17, Y20

Measuring business cycles intra-synchronization in US: a regime-switching interdependence framework

by Danilo Leiva-Leon

Bank of Spain Working Papers (Paper: 1726, 28.07.2017)

JEL: C32, C45, E32

Bagged artificial neural networks in forecasting inflation: An extensive comparison with current modelling frameworks

by Karol Szafranek

Narodowy Bank Polski NBP Working Papers (Paper: 262, 03.02.2017)

JEL: C22, C38, C45, C53, C55

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