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With respect to variance in gene expression (Figure S1), cross-validation of autism vs. children of young fathers remained significant in both analyses, whereas the difference between children of older fathers and children of younger father was no longer significant (Figure S1).
If lines differ significantly with respect to variance, then they also differ with respect to SD.
Based on these principles, we looked at different statistical measures to identify the method best suited for our dataset with respect to variance.
Methods which perform best with respect to variance stabilization across all expression levels are bg_vst_loess, bg_vst_quantile, bg_vst_rsn, noBg_vst_loess, noBg_vst_quantile, and noBg_vst_rsn.
21 This symbolic distance effect has been explained by greater overlap for closer pairs (1) in representational features 22 and/or (2) with respect to variance distributions surrounding their true locations along a representational continuum.
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The main reason for this is that genetic and common environmental effects are difficult to disentangle, and more so with respect to the variance model, since there is only one variance group per family.
Enhancements of the Doppler scintillation variance were detected for spacecraft located closer to the effective scattering layer with respect to the variance measured for a more distant spacecraft at the same time and solar elongation.
The performance of the estimation algorithm can also be evaluated by examining the mean squared error (RMSE) of V with respect to the variance σ2 of the noises as shown in Figure 2. RMSE of V increases monotonically as variance σ2 increases but remains in a very small region.
We discuss their optimality properties with respect to the variance and the bias.
A comparison is made with respect to other variance reduction-based methods of literature.
The contribution of short term shocks with respect to the variance of output is of 51.3 %.
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