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ReDiag: An Interactive Research Tool to Address Common Misconceptions in Linear Regression Model Diagnostics Cover

ReDiag: An Interactive Research Tool to Address Common Misconceptions in Linear Regression Model Diagnostics

Open Access
|Aug 2025

Figures & Tables

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Figure 1

ReDiag graphical user interface. Screenshot of the Home tab.

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Figure 2

Model tab. Screenshot of the data input sidebar and a preview of the data.

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Figure 3

Model Summary tab. Screenshot of the defined model and regression output.

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Figure 4

Normality Assumption tab. Screenshot of the theoretical text describing the assumption, acceptable appearance of residuals and residuals from the fitted model.

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Figure 5

Box-Cox transformations. A screenshot of the interactive plot where the slider was utilised to search for the correct power transformation.

DOI: https://doi.org/10.5334/jors.553 | Journal eISSN: 2049-9647
Language: English
Submitted on: Jan 21, 2025
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Accepted on: Aug 6, 2025
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Published on: Aug 18, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Perseverence Savieri, Kurt Barbé, Lara Stas, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.