Measurement error models: from nonparametric methods to deep neural networks

Zhirui Hu, Zheng Tracy Ke, Jun S Liu

The success of deep learning has inspired recent interests in applying neural networks in statistical inference. In this paper, we investigate the use of deep neural networks for n…