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We applied novel computational mesh-based methods to establish the presence and direction of correlations between intelligence and callosal thickness at high spatial resolution while removing the variance associated with overall brain size.
Moreover, disorganized schizotypy was associated with ambivalence even after removing the variance shared with anhedonia.
The Liptak-Stouffer z-score method (Liptak, 1958) was then used to combine the results from the individual data sets, weighted by sample size, after removing the variance explained by differences in age, gender ratios, handedness, and full IQ.
The standardized residuals of the MRI measures were extracted by removing the variance shared by the ICV measure, using the ICV as a predictor variable and each of the structural measures as outcome variables.
In a post hoc illustrative analysis, we calculated the partial correlation between the strength of the functional connectivities between the significant voxels in the 20 region of interest AAL-based areas, and the ADOS subscores removing the variance explained by differences in age and sex.
To look more closely at the effects of hue contrast, Fig. 12b plots the residual figure preferences after removing the variance due to other sorts of preference: namely, preference for the figural color when viewed against a neutral gray background and preferences for pairs containing the relevant color as figure.
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This adjustment removes the variance from each probe that is linearly explained by the independent variable.
When, in addition to the aborigines, the historical sample was also removed, the variance partition values did not change.
This second analysis essentially removed the variance in infection outcomes solely caused by host differences and focused on the virus control on the residual variance.
Although this simulation has removed the variance from the original biological replicates it shows that increasing the number of libraries at the expense of read depth improves detection of TC 3′ ends showing differential abundance, as was previously noted [ 31].
To assess the contribution of widespread connectivity on the measured correlation patterns while controlling for the shared variance with the local connectivity model, we first removed the variance explained by local connectivity (i.e., overlapping RF and instrumental predictors), then calculated correlations between the residuals and the widespread connectivity models in each subject.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com