Bootstrap Nonparametric Inference under Data Integration

Zuofeng Shang, Peijun Sang, Chong Jin

We propose multiplier bootstrap procedures for nonparametric inference and uncertainty quantification of the target mean function, based on a novel framework of integrating target…