Uniformity test based on Voronoi cells in high dimension spaces

Project: Research

Project Details

Description

In high dimension, it is difficult to know whether there are some clusters in our data points. Voronoi cells are used to build a uniformity test which is robust against several alternative hypotheses.
StatusActive
Effective start/end date1/04/02 → …

Keywords

  • Voronoi cells
  • gap test
  • clustering
  • uniformity test