2 papers
econ.EM2020
Interpretable Neural Networks for Panel Data Analysis in Economics
Yucheng Yang, Zhong Zheng, Weinan E
The lack of interpretability and transparency are preventing economists from using advanced tools like neural networks in their empirical research. In this paper, we propose a clas…
econ.GN2020
The Knowledge Graph for Macroeconomic Analysis with Alternative Big Data
Yucheng Yang, Yue Pang, Guanhua Huang +1
The current knowledge system of macroeconomics is built on interactions among a small number of variables, since traditional macroeconomic models can mostly handle a handful of inp…