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Any single nested cross-validation run cannot be used for assessing the error of an optimal model, because of its variance.
Note that the vertical axis is on a square root scale because of its variance stabilizing properties.
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This is probably due to the fact that it had a relatively high prevalence, because of which part of its variance could not be explained by the other, more severe, ACD symptoms.
Subpopulation J6, in which extremes were pooled, was not significantly different from the three other intermediate subpopulations, probably because of its large variance.
However, our results suggest that the relaxation time T2 could be removed from the equations because of its high variance inflation factor.
We chose to use 15% dextran sulphate in further experiments at 37°C because of its low variance and standard deviation and its higher dynamic range compared to using 10% dextran sulphate.
Small nucleolar RNA C/D box 7 (SNORD7, also referred to as Z30) was chosen as the endogenous normalizer for cell line miRNA expression because of its low variance and moderate abundance across the NCI-60 cell lines [ 24].
The extent of nucleotide and amino acid divergence between sequences was estimated using uncorrected differences (p-distance) as this distance is known to give better results than more complicated methods when the number of sequences is large and the number of positions used is relatively small, because of its smaller variance [ 60].
Because of its strong variance-sharing tendencies with the other variables, the dependent measure for the analysis was the rating on the item Overall Rating of the Instructor, with the previously mentioned indicator variables (college, course level, and the remaining 8 questions) on the instrument.
As a result, it can be seen rangers in GSO are performing the classical random walk because its variance of step length distribution is finite [38].
They argued that from a statistical point of view, rejecting the species tree because of the existence of conflicts between gene trees means refusing to calculate the mean of a distribution because its variance is non-zero, which appears too extreme a policy [ 50].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com