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Now she thought she might have overlooked a few other variances, too.
For this reason, it is assumed that the variance of the log-ratios is the same for all genes, and spots displaying extreme specific variances (too small or too large) are excluded.
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Ribeiro and co duly put the data through its paces, examining not only the evolution of the scores over time but their variance too.
Spots displaying extremes of variance (too small or too large) were excluded.
Spots displaying extremes of specific variance (too small or too large) were excluded.
Spots displaying extreme variance (too small or too large) were excluded.
In order to assess this assumption, we excluded spots with a variance too small or too large.
Many genes' expression variances even have significant correlation with clinics, which would not be caused by technique variance too.
The variance of the gene expression per group is a homoscedastic variance, where genes displaying extremes of variance (too small or too large) were excluded.
To fit the assumption of equal variance of gene expression per group, genes displaying extreme variation (too small or too large) were excluded from the analysis.
A lower bound suffices, however, to infer that the variances are too large to consider the model to be identifiable.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com