Newbuilding ship price forecasting by parsimonious intelligent model search engine

作者：

Highlights：

• A novel intelligent model search engine algorithm is proposed for newbuilding ship prices.

• The proposed algorithm ensures the parsimony of the lag structure.

• The selected lags and explanatory variables are highly interpretable.

摘要

•A novel intelligent model search engine algorithm is proposed for newbuilding ship prices.•The proposed algorithm ensures the parsimony of the lag structure.•The selected lags and explanatory variables are highly interpretable.

论文关键词：Forecasting,Shipping market,Grid search algorithm,Machine learning

论文评审过程：Received 13 July 2021, Revised 12 December 2021, Accepted 28 March 2022, Available online 9 April 2022, Version of Record 19 April 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117119