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Breakdown of the compositional data approach in psychometric Likert scale big data analysis: about the loss of statistical power of two-sample t-tests applied to heavy-tailed big data

Crossref DOI link: https://doi.org/10.1186/s40708-025-00253-2

Published Online: 2025-04-07

Published Print: 2025-12

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Lehmann, René

Vogt, Bodo
Funding

Funding for this research was provided by:

Otto-von-Guericke-Universität Magdeburg
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Text and Data Mining valid from 2025-04-07

Version of Record valid from 2025-04-07
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Article History

Received: 18 July 2024

Accepted: 24 February 2025

First Online: 7 April 2025

Declarations

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: This article does not contain any studies with human participants or animals performed by any of the authors.

: All authors consent to the publication of this article.

: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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