Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings

Abhishek Chakrabortty, Guorong Dai, Raymond J. Carroll

We consider quantile estimation in a semi-supervised setting, characterized by two available data sets: (i) a small or moderate sized labeled data set containing observations for a…