Neutralise: An open science initiative for neutral comparison of two-sample tests
Publication Name
Biometrical Journal
Abstract
The two-sample problem is one of the earliest problems in statistics: given two samples, the question is whether or not the observations were sampled from the same distribution. Many statistical tests have been developed for this problem, and many tests have been evaluated in simulation studies, but hardly any study has tried to set up a neutral comparison study. In this paper, we introduce an open science initiative that potentially allows for neutral comparisons of two-sample tests. It is designed as an open-source R package, a repository, and an online R Shiny app. This paper describes the principles, the design of the system and illustrates the use of the system.
Open Access Status
This publication may be available as open access
Volume
66
Issue
1
Article Number
2200237
Funding Number
BOF21GP17