Mixed pooling of seasonality for time series forecasting: An application to pallet transport data

作者：

Highlights：

• Mixed hierarchical seasonality model is suggested.

• The model addresses periodic scale jump and seasonal interaction problem.

• The model showed improved accuracy and interpretability with pallet transport data.

摘要

•Mixed hierarchical seasonality model is suggested.•The model addresses periodic scale jump and seasonal interaction problem.•The model showed improved accuracy and interpretability with pallet transport data.

论文关键词：Multiple seasonality,Hierarchical model,Time series forecasting,Pallet transport data

论文评审过程：Received 16 May 2020, Revised 7 December 2020, Accepted 5 April 2022, Available online 8 April 2022, Version of Record 18 April 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117195