Deep non-parametric logistic model with case-control data and external summary information

Hengchao Shi, Ming Zheng, Wen Yu

The case-control sampling design serves as a pivotal strategy in mitigating the imbalanced structure observed in binary data. We consider the estimation of a non-parametric logisti…