Petrov, Nikolay ORCID: https://orcid.org/0000-0002-1305-0547, Atanasov, Vasil and Thompson, Trevor ORCID: https://orcid.org/0000-0001-9880-782X (2022) Open-Source MUltiple Tests Corrections and FOrmatted Tables Software (MUFOS). Journal of Open Research Software, 10 (1):5. pp. 1-11. ISSN 2049-9647 (Online) (doi:10.5334/jors.350)

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Abstract

The p value statistic remains a ubiquitous indicator of the verisimilitude of experimental hypotheses. However, testing multiple hypotheses poses a problem as Type I error rate is inflated. Despite known solutions, this problem remains largely neglected for two reasons: 1) most data analysis tools offer limited multiple tests correction options; 2) the learning curve of existing tools requires hefty time investment. To address these concerns, we present a free, easy-to-use and convenient Software, built around established python libraries, that allows users to apply a MUltiple tests correction and get the results in a readily-understood, FOrmatted table (MUFOS) - https://github.com/nikbpetrov/mufos.

Item Type:	Article
Additional Information:	Software Metapapers series.
Uncontrolled Keywords:	multiple tests adjustment; bonferroni; p value; open-source; software; stats models
Subjects:	Q Science > QA Mathematics > QA76 Computer software R Medicine > R Medicine (General)
Faculty / School / Research Centre / Research Group:	Faculty of Education, Health & Human Sciences Faculty of Education, Health & Human Sciences > Institute for Lifecourse Development Faculty of Education, Health & Human Sciences > Institute for Lifecourse Development > Centre for Chronic Illness and Ageing Faculty of Education, Health & Human Sciences > School of Human Sciences (HUM)
Last Modified:	18 Mar 2022 12:03
URI:	http://gala.gre.ac.uk/id/eprint/35505

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