Inference for Deep Neural Network Estimators in Generalized Nonparametric Models

Xuran Meng, Yi Li

While deep neural networks (DNNs) are used for prediction, inference on DNN-estimated subject-specific means for categorical or exponential family outcomes remains underexplored. W…