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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…
physics.soc-ph2022
The impact of spatio-temporal travel distance on epidemics using an interpretable attention-based sequence-to-sequence model
Yukang Jiang, Ting Tian, Huajun Xie +2
Amidst the COVID-19 pandemic, travel restrictions have emerged as crucial interventions for mitigating the spread of the virus. In this study, we enhance the predictive capabilitie…