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These results demonstrate comorbid anxiety may not work in opposition to depressive symptoms in ways that minimize between group differences commonly reported.
It would also be good to see what existing modularity measures do when optimizing modularity; do they minimize between module links?
It appears that the normalization and smoothing procedures of SPM package tool that is necessary to minimize between individual inhomogeneity in brain shape and dimension may mask reduced uptake in small structures, such as the hippocampus.
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Clusters are often taken from preexisting units, but may be formed to minimize between-cluster variance, or to equalize exposure to a treatment or risk factor.
Prior to any treatment, groups were constituted so as to minimize between-group variability by using the following criteria.
Therefore, in order to minimize between-centre variability, we transformed the data in to z-scores prior to our statistical analyses.
The comparisons are all within-journal, to minimize between-journal differences in content, quality and average citation levels ("journal impact factor"); OA articles are keyword-matched to their non-OA controls in order to minimize any differences still further.
Two existing normalization methods, QPN and qspline [22], [79], minimize between-chip variation by nonlinear transformations that map all microarray probe level distributions onto the average distribution of the constituting data set.
All samples were assayed in two batches to minimize between-run analytic variations.
Randomization to delivery formats will occur by YMCA location to minimize between-group contacts.
A practical solution is to apply normalization techniques prior to the statistical analysis to minimize between-plate variation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com