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Importantly, because we were interested in differences in overall variance with education as well as differences in means, we estimated absolute genetic and environmental variance components, and only converted them to the more commonly expressed proportions of total variance secondarily.
To confirm this hypothesis, we performed a median split of subjects by paternal age (median = 31 years) and assessed for differences in overall variance in gene expression between children with autism and controls in groups of children from older and younger fathers.
The model showed a reduction in overall variance explained (64.1%).
We show that the axial electric field led to an increased percentage of HCD spectra in which the complete set of reporter ions was detected and, even more important, to a reduction in overall variance, i.e., improved analytical precision of the acquired data.
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Alterations in the overall variance in gene expression in peripheral blood lymphocytes are also of interest.
Here, we focus on the debate surrounding the evolutionary importance of interactions between resistance loci and argue that its role in explaining overall variance in disease outcomes may have been overestimated.
In summary, it can be seen from Figure 2C that no single variable was 'too good' in explaining overall variance in the dataset, but also that none of them fell at or below the predicted noise level; there was no clear division of variables into distinct groups, but rather a smooth decline across the list.
The subsequent drop in the magnitude of the reward bias then reflects, in part, the increase in the overall variance – this increase is the same under all three hypotheses, as illustrated in the middle panels of the figure.
In contrast, amino acid levels were a major factor in the overall variance between control and elicitor-treated cells at 80 and 100 h.
It has been shown in [17] that this approach merges the two clusters that lead to the smallest increase in the overall variance.
Motivated by our previous observations [15], [28] that the use of ratios may lead to a strong reduction in the overall variance, we computed and tested all possible pairs of metabolite concentration ratios.
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CEO of Professional Science Editing for Scientists @ prosciediting.com