Differentially Private Confidence Interval for Extrema of Parameters

Xiaowen Fu, Yang Xiang, Xinzhou Guo

This paper aims to construct a valid and efficient confidence interval for the extrema of parameters under privacy protection. The usual statistical inference on the extrema of par…