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econ.EM2020★ 1 cited
Ensemble Learning with Statistical and Structural Models
Jiaming Mao, Jingzhi Xu
Statistical and structural modeling represent two distinct approaches to data analysis. In this paper, we propose a set of novel methods for combining statistical and structural mo…
econ.EM2020
Structural Regularization
Jiaming Mao, Zhesheng Zheng
We propose a novel method for modeling data by using structural models based on economic theory as regularizers for statistical models. We show that even if a structural model is m…