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Title: | Neutralise: An open science initiative for neutral comparison of two-sample tests | Authors: | KODALCI, Leyla THAS, Olivier |
Issue Date: | 2024 | Publisher: | WILEY | Source: | BIOMETRICAL JOURNAL, 66 (1) (Art N° 2200237) | 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. | Notes: | Kodalci, L (corresponding author), Hasselt Univ, Data Sci Inst, I BioStat, Agoralaan,Gebouw D, B-3590 Diepenbeek, Belgium. leyla.kodalci@uhasselt.be |
Keywords: | hypothesis tests;neutral comparison;simulations;two-sample problem | Document URI: | http://hdl.handle.net/1942/42304 | ISSN: | 0323-3847 | e-ISSN: | 1521-4036 | DOI: | 10.1002/bimj.202200237 | ISI #: | 001141940000001 | Rights: | 2024 The Authors. Biometrical Journal published by Wiley-VCH GmbH. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. | Category: | A1 | Type: | Journal Contribution |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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Neutralise_ An open science initiative for neutral comparison of two‐sample tests.pdf | Published version | 1.49 MB | Adobe PDF | View/Open |
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