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The amount of variance explained by a given predictor variable is the square of the correlation between that variable and the behavior in question.
EFA allows for the estimation of the shared variance in items that is explained by a given factor while partialing out the influence of measurement error.
Although this previous study considered dynamic hand movements rather than stable hand configurations, the variance explained by a given number of principle components in each case is typically within 5 10% of the other.
An alternative measure of the relative importance of different explanatory variables is the increase (or decrease) in the multiple R-square (the proportion of the total sums of squares explained by a given variable) of a model when an explanatory variable is added (or removed).
Partial η quantifies the percentage of variance explained by a given factor (here, stimulus) when excluding the contribution of intersubject variance.
Eigenvalues for each component explain how much of the common variance in the data that can be explained by a given component.
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Predicted amino acid encoding variants in our seven candidate genes/gene regions (Table S3) explain only a modest amount of the heritability of cross means (ranging from near 0%to3.8%8%) and much less than the QTL themselves, explaining at most 25% of the variance explained by any given QTL.
Thus, we identified 8,213 non-homoplastic SNPs as those loci whose allelic differences could be explained by a single change, given the phylogeny of Figure 2b.
The apparent "protective association" of Gram-negative bacilli in blood with first-week mortality in our cohort is explained by a survival bias, given by a higher mortality in patients with Gram-negative bacteremia beginning during the second week.
Our different result for current users of PMH including only estrogen, compared with users of a combination of estrogens and progestogens, might be explained by an immunomodulatory effect given by the natural hormone progesterone, which has been suggested to differ from the one from estrogens and androgens [ 44– 44].
Nevertheless, about 80% of the nonsignificant excess risk we observed among girls was explained by a higher risk for a given dose of radiation to the heart (P=0.02) and not by a higher sensitivity to adriamycin therapy (P=0.8).
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