Freight rate index forecasting with Prophet model based on multi-dimensional significant events

Author:

Wang WenyangORCID,He NanORCID,Chen MuxinORCID,Jia PengORCID

Funder

Postdoctoral Research Foundation of China

Humanities and Social Science Fund of Ministry of Education of the People's Republic of China

Liaoning Revitalization Talents Program

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference76 articles.

1. The non-linear dynamics of spot freight rates in tanker markets;Adland;Transportation Research Part E: Logistics and Transportation Review,2006

2. The influence of charterers and owners on bulk shipping freight rates;Adland;Transportation Research Part E: Logistics and Transportation Review,2016

3. Microeconomic determinants of dry bulk shipping freight rates and contract times;Alizadeh;Transportation,2011

4. Vessel and voyage determinants of tanker freight rates and contract times;Alizadeh;Transport Policy,2011

5. Shipping sentiment and the dry bulk shipping freight market: New evidence from newspaper coverage;Bai;Transportation Research Part E: Logistics and Transportation Review,2021

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