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

Xingran Chen, Tyler McCormick, Bhramar Mukherjee +1

Predictions from machine learning (ML) models are increasingly used to impute missing data, but their naive use risks biased inference. Existing methods provide valid inference wit…