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The two TCGA-02 samples were hybridized directly at Source C. The proposed MSCN was designed to: (i) be applicable to CN estimates from a wide range of technologies including, but not exclusively, microarrays, (ii) provide full-resolution normalized estimates and (iii) normalize each sample independent of the others.
Mardia's normalized estimates for skewness and kurtosis were both statistically non-significant (p > .05), suggesting multivariate normality of the data.
Panel B shows that most peak estimates tend to stabilize when the width of the smoothing kernel reaches 20 min, as is shown by the 5th percentile of the normalized estimates.
In both panels the outer shaded area denotes the 5th and 95th percentile, the inner shaded area denotes the 25th and 95th percentiles of all estimates, and the solid lines correspond to the median of all the normalized estimates.
This shows that the normalized estimates of CNs have the property defined by Equation (5).
Finally, we examined the relationship between the normalized estimates and actual wind speed, to investigate whether this was linear, progressive, or flattening out.
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Multivariate normality was assessed by calculating the normalized estimate of Mardia's multivariate kurtosis coefficient [ 24].
Mardia's normalized estimate of multivariate kurtosis was 0.871, which is well below 5, securing multivariate normality (Byrne 2016).
Right, the standard confidence models has a more linear correlation with the observed accuracy after applying a polynomial fit and provides an intuitive and normalized estimate of the accuracy for each individual prediction.
This resulted in a normalized estimate of exposure to stimulus as a function of interface position.
We then divided that number by the total number of pixels in the STRF to derive a normalized estimate.
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