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Chang Gao

Singapore Management University

Li Ka Shing Library

70 Stamford Road

Singapore 178901, 178899

Singapore

  • Singapore Management University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Nowcasting Country-Level Trade Estimates Using IMF PortWatch

IMF Working Paper No. 2026/099
Number of pages: 39 Posted: 28 May 2026
Serkan Arslanalp, Oliver Exton, Chang Gao, Parisa Kamali, Mario Saraiva, Alessandra Sozzi and Jasper Verschuur
International Monetary Fund (IMF), International Monetary Fund (IMF), Singapore Management University, International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) and Delft University of Technology
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Abstract:

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Nowcasting, maritime trade, big data