Enhancing the Accuracy of Regional Input-Output Table Estimation: A Deep Learning Approach
提高区域投入产出表估计精度的深度学习方法
Non-survey methods have been developed for estimating regional input--output tables; however, there is ongoing debate about the necessary assumptions and their accuracy. To address these issues, this study presents a deep learning method for estimating regional input--output tables. First, regional quantitative economic data are augmented by linear combinations. Deep learning is then applied to the items in the input--output table, treating each item as the target variable.…