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A too small variance would lead to unnecessarily high computational expenses.
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Genes with a missing P-value are genes with a too small or a too large specific variance or genes for which only one observation is available, i.e. when for one of the two arrays the spot corresponding to the gene was a badly formed feature.
Hence, a too small choice of τ is risky.
In order to assess this assumption, we excluded spots with a variance too small or too large.
If the sample size is too small, the phenotypic variance caused by a large-effect QTL like the ENA locus can be overestimated, and QTL with smaller effects will be obscured.
A small variance indicates a high compactness (cf. Fig. 1).
Even a small variance could cause a loss.
In white families, the researchers found only a small variance from the expected gender ratios.
The variance of the gene expression per group is a homoscedastic variance, where genes displaying extremes of variance (too small or too large) were excluded.
These values make it clear that Browne et al.'s [ 1] overlooking of the progressive methodological interference results in their model claiming that too large a portion of the variance in the high E T ratio measures arises from true NK activity, while too small a portion of the variance in the lowest E T ratio measure arises from true NK activity.
Fifth, participant partition using 10-fold cross validation method in the present study might result in a sample size too small for validation and testing and increase the variance [ 25].
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