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Cook and co-workers, "…explicitly compare[d] EWMA observed) and EWMA(predicted) …[with] thresholds around the EMWA(predicted)…", employing the EWMA (λ = 0.005-0.020) to "…effectively attenuate noise in the data and smooth an erratic but unbiased risk model" [ 25], although no criteria of "erratic" were provided.
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While transcript abundance of cel7a/cbh1 exceeded the saturation threshold (around 65000) of the arrays and could thus not be used as an internal control for appropriate cultivation conditions, transcriptional patterns of the cellulase gene cel6a/cbh2, correlated with qRT-PCR data.
The color scales were determined by setting a temperature threshold (around 30C).
The problem is that a simple fixed threshold around the current estimate cannot be applied.
The real recordings represent a control set, and in our analysis, we consider a threshold around the mean of scores given for the control set by the subjects.
Thus, we define an "arbitrary" threshold around the mean (or the median) which takes the difference between the number of individuals above and below them.
The group graph was clustered with 5 settings of the group cut-off threshold around the found optimum of 9.
The segmentation starts with a fixed-width thresholding around the seed point.
In addition, our results indicate that smaller pseudopalisades would show shorter lifetimes and reduced necrotic cores while larger pseudopalisades would display longer lifetimes until reaching a threshold around the eighth day after the vaso-occlusion.
In the course of this work it was discovered that when the responses functions are very steep, equilibrium values for actively regulating variables show a remarkable robustness towards changes in all parameters except the level of the threshold around which the active regulation occurs.
At low SNRs, the ROC curves are more spread for the detection thresholds chosen around the mean, μ, indicating higher sensitivity to the choice of threshold.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com