Prediction De-Correlated Inference: A safe approach for post-prediction inference

Feng Gan, Wanfeng Liang, Changliang Zou

In modern data analysis, it is common to use machine learning methods to predict outcomes on unlabeled datasets and then use these pseudo-outcomes in subsequent statistical inferen…