Research

Efficient Fully Distribution-Free Center-Outward Rank Tests for Multiple-Output Regression and MANOVA

by Marc Hallin, Daniel Hlubinka and Šárka Hudecová

arXiv version

Analysis of the archaeological data:

Motivation analysis of the breast cancer data:

Codes used in simulations:

  • HHH-test_stat-2dim.R: functions for center-outward two-sample test and MANOVA for d=2 (non-random regular grid)
  • HHH-test_stat-d.R: functions for center-outward two-sample test and MANOVA for general d>1 (random grid)
  • usage.R: example of usage