The robusTest package: two-sample tests revisited
Methodology
2024-01-19 v2
Abstract
The R package robusTest offers corrected versions of several common tests in bivariate statistics. We point out the limitations of these tests in their classical versions, some of which are well known such as robustness or calibration problems, and provide simple alternatives that can be easily used instead. The classical tests and theirs robust alternatives are compared through a small simulation study. The latter emphasizes the superiority of robust versions of the test of interest. Finally, an illustration of correlation's tests on a real data set is also provided.
Cite
@article{arxiv.2211.08784,
title = {The robusTest package: two-sample tests revisited},
author = {Sinda Ammous and Olivier Bouaziz and Anatole Dedecker and Jérôme Dedecker and Jonathan El Methni and Mohamed Mellouk and Florence Muri},
journal= {arXiv preprint arXiv:2211.08784},
year = {2024}
}