A Unified Framework for Inference with General Missingness Patterns and Machine Learning Imputation

Xingran Chen, Tyler McCormick, Bhramar Mukherjee +1

Pre-trained machine learning (ML) predictions have been increasingly used to complement incomplete data to enable downstream scientific inquiries, but their naive integration risks…