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:
- data
- functions-data.R: functions used in the data analysis
- data_analysis_final.R: code for the data analysis
Motivation analysis of the breast cancer data:
- data, also see UCI Machine Learning Repository
- HHH-test_stat-cancer-data.R: functions used in the data analysis (random grid with n0 points in 0)
- wdbc_final.: code for the data analysis
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