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The pattern of curves from cumulative proportion of genetic variance explained by top SNPs and the element wise standard deviation between G and T matrices might be a good diagnostic indicator for model selection.
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We propose a new way of specifying the size of the confidence set (i.e., the ϕ-divergence tolerance) based on point-wise standard errors of the smoothing estimates.
Within-scanner variability of global cortical thickness measurements was <0.03 mm, and the point-wise standard deviation of measurement error was approximately 0.12 mm.
Based on the grid, three indexes including grid fitness, grid density, and grid-objective-wise standard deviation are defined to measure individual rank, individual density, and population search status quo, respectively.
Error bars are point-wise standard deviations of the individual curves from the respective mean (in the case of AIF, this amounts to (23±3)% for t>1 min).
This is shown in Figure 4. Ninety-five perconfidencedence intervals for the multi-state model CIF were obtained using the delta method to obtain point-wise standard errors and the complementary log-log approach to obtain point-wise confidence intervals (Kalbfleisch and Prentice 2002).
Another issue is the division by genome-wise standard deviations that differ between experiments.
RSD was expressed as metabolite-wise standard deviation from replicates divided by the mean.
The moderated standard deviations are a compromise between the individual transcript-wise standard deviations and an overall pooled standard deviation.
The moderated standard deviations are a compromise between the individual transcript-wise standard deviations and the pooled standard deviation.
Differentially expressed genes were identified using a moderated t-test based on gene-wise standard errors estimated by an empirical Bayes method [ 13, 14].
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