Trade Network and Economic Fluctuations in Asia
Giudici, Paolo; Huang, Bihong; Spelta, Alessandro | April 2018
Abstract
The paper presents a new methodology, based on tensor decomposition, to map dynamic trade networks and to assess their strength on spreading economic fluctuations at different periods of time in Asia. Using the monthly merchandise import and export data across 33 Asian economies, together with the US, EU and UK, we detect the modularity structure of the evolving network and we identify communities and central nodes inside each of them. Our findings show that data are well represented by two communities, in which the People's Republic of China and Japan play the major role. We then analyze the synchronization between GDP growth and trade, and apply our model to the prediction of economic fluctuations. Our findings show that the model leads to an increase in predictive accuracy, as higher order interactions between countries are taken into account.
Citation
Giudici, Paolo; Huang, Bihong; Spelta, Alessandro. 2018. Trade Network and Economic Fluctuations in Asia. © Asian Development Bank Institute. http://hdl.handle.net/11540/8116.Keywords
Free Trade
Trade Facilitation
Trade
Economic integration
Regional Economic Integration
Intraregional Trade
Macroeconomic
Macroeconomic Analysis
Macroeconomic Framework
Macroeconomic Models
Macroeconomic Performance
Macroeconomic Planning
Macroeconomic Policies
Macroeconomic Reform
Macroeconomic Stabilization
Economic planning
Economic structure
Growth policy
Trade relations
Trade policy
Trade policy
Economic development
Economies in transition
International economy
Border integration
Economic integration
Gross domestic product
Trade policy
Regional economics
Economic forecasting
Economic development projects
Success in business
Business
Free trade
Business
Economics
Communication in economic development
Restraint of trade
International economic integration
Trade blocs
East-West
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