Adaptive Projected Two-Sample Comparisons for Single-Cell Gene Expression Data

Tianyu Zhang, Jing Lei, Kathryn Roeder

We study high-dimensional two-sample mean comparison and address the curse of dimensionality through data-adaptive projections. Leveraging the low-dimensional and localized signal…