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

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

Bank of the Republic, 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 Working Papers (Paper: RWP 17-16, 16.11.2017)

Abstract

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 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

National Bank of Poland Working Papers (Paper: 262, 03.02.2017)

JEL: C22, C38, C45, C53, C55
Spatial Dependence and Data-Driven Networks of International Banks

by Martin Saldias Zambrana and Ben Craig

Federal Reserve Bank of Cleveland Working Papers (Paper: 1627, 02.12.2016)

Abstract

JEL: C21, C23, C45, G21
Crisis severity and the international trade network

by Marianna Endrész and Frauke Skudelny

European Central Bank Working Papers (Paper: 1971, 30.10.2016)

JEL: C45, C52, C67, F14
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