2 papers
stat.AP2024
Reconstructing and Forecasting Marine Dynamic Variable Fields across Space and Time Globally and Gaplessly
Zhixi Xiong, Yukang Jiang, Wenfang Lu +2
Spatiotemporal projections in marine science are essential for understanding ocean systems and their impact on Earth's climate. However, existing AI-based and statistics-based inve…
econ.EM2022
Interpreting and predicting the economy flows: A time-varying parameter global vector autoregressive integrated the machine learning model
Yukang Jiang, Xueqin Wang, Zhixi Xiong +2
The paper proposes a time-varying parameter global vector autoregressive (TVP-GVAR) framework for predicting and analysing developed region economic variables. We want to provide a…