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The surfaces were rigidly aligned in the same coordinate system to remove the position and orientation variations from the data.
Lastly, for PCA analysis, data at each mass was also mean centered so that all PCs described variations from the data set mean.
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Note that normalization by definition removes systematic variation from the data.
As this level is typically the level of variation we are interested in, it thus becomes difficult to start inferring patterns of variation from the data.
To accommodate variable substitution rates among sites, I allowed for four different substitution rates and estimated the parameter of the gamma distribution determining the rate variation from the data.
We have extracted quiet geomagnetic field variations from the magnetic data, and examined the average local time and seasonal variations.
We propose to use wavelets for extracting and quantifying structural variations from the CGH data and classifying it into distinct levels or 'scales'scales
We designed the proportion of the 5 genomes to vary from sample 1 to sample 20 in a way that mimics the situation of gradient variation across the samples, and we then studied how well the sequence signature methods reveal such gradient variations from the metagenomic data.
We use a sample adaptive cut off for variation inferred from the data to account for a varying noise level between samples.
Its great advantage is that it accounts for the underlying uncertainty in quality classification that results from variations in the data for individual physical and chemical characteristics, considering them as random variables.
It was shown that this algorithm can obtain a resolution of around 0.7 wavelengths for defects with smooth depth variations from the acoustic modeling data, and about 1.5 2 wavelengths from the elastic modeling data.
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CEO of Professional Science Editing for Scientists @ prosciediting.com