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econ.EM2026
Algorithm-Driven SVARs: Navigating the Wilderness of Big Data
Yucheng Yang, Tao Zha
Every SVAR result is conditional on two choices: the restrictions that identify the shock and the variables on which they operate. The literature disciplines the first; the second…
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…