Sharp Theoretical Analysis for Nonparametric Testing under Random Projection

Meimei Liu, Zuofeng Shang, Guang Cheng

Abstract: A common challenge in nonparametric inference is its high computational complexity when data volume is large. In this paper, we develop computationally efficient nonparametric testing by employing ...