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This test is robust against violations of the assumptions of ANOVA.
This test is robust to extremely rare counts, such as occur in this dataset: e.g. frequencies as low as 1 in 8000.
Where possible we used the multivariate approach to test the within-subjects effects, since this test is robust against violations of heteroscedasticity [ 80]. Figure 4 demonstrates the mean ERDs and ERSs as topoplots broken down for the 10 time segments and for learning with (background+) and without (background-) musical background.
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The results of this test are robust to heteroscedasticity and autocorrelation.
In this sense, the GEO data provide preliminary evidence that the sensitivity of the test is robust to inter-laboratory variation.
This new test is robust and will make a real difference".
Based on overall outcomes, these findings suggest that this sepsis gene expression test is robust; ongoing studies will determine whether it performs equally well when applied to different patient populations and ethnic groups.
Many took this to mean that the F test is robust when groups differ.
The trend test is robust to this effect, but it risks missing associations with large dominant components.
The corrected test is robust against misspecification of the genetic model.
The results provide sufficient evidence that the adaptive test is robust to violations of modeling assumptions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com