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Subsequently, the accuracy of aggregation models assuming relative homogeneity and based on small stochasticity (i.e. Wiener process with typical variance 0.01) is questionable.
For better visual effects, the saliency map is traditionally smoothed with a Gaussian filter g(x) with typical variance of 8: begin{aligned} S x) = g(x)*textit{F}^{-1}left[ mathrm{exp}(P f) + R(f))^2right].
Most notably, they correctly assumed an appropriate noise model (additive noise), and characterized changes in gene expression relative to the typical variance observed for each gene.
Typical signals from serum samples of non-infected volunteers ranged between 0.15 and 0.40 absorbance units, with typical variance coefficients of less than 5% and standard deviations lower than 0.01 units.
The blue curve shows a fit of the typical variance σ as a function of the mean μ : σ = 0.02 + 384 e − μ − 156,915 e −2 μ.
Resting and well-fed humans are generally well hydrated, 103 and the typical variance in day-to-day total body water fluctuates from 0.2%to0.7%7% of body mass.
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Factor analysis (FA), as a typical variance-based feature selection and representation technique, is different from traditional PCA which is formulated on matrix decomposition.
The prior variance represents typical variability and the prior degrees of freedom control how consistent the variability is across probes.
Based on this typical variability and a components-of-variance approach, the relative number of replicates needed to provide experiments of equivalent power and sensitivity was determined.
By introducing a random normal error data sets with typical experimental variance were generated.
A typical noise variance estimation algorithm used in wireless communication systems and specifically within the context of spectrum sensing [18], solves a yule-walker set of equations using Levinson-Durbin algorithm and needs a complexity of 2MN 2 cflops [19].
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