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We performed a series of normalizations, normalizing all measured PTMs to a single histone to evaluate the effect of normalization (Fig. 2a).
Therefore, in this study we have explored the effect of normalization of the pitch, the speaking rate, and the formant frequencies only.
In order to hypothesize the effect of normalization of each of these three glottal parameters on the ASR performance of the children test set "CH1" under mismatched condition, the smooth spectra corresponding to MFCC obtained from speech signals with original glottal parameter values and with transformed glottal parameter values are compared.
A dendrogram was constructed on the single channel values both before and after normalization to examine the effect of normalization on the treatment differences.
miR-200b and miR-452 were used to test for the effect of normalization on target genes.
miR-200b and miR-452 were used as target genes to verify the effect of normalization approach on their expression.
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We next examined the effect of normalizations on the quality of the data by inspecting Z'-factor and SSMD QC metrics for each of the 142 plates.
To examine the effects of normalization in next generation transcriptome sequencing, we simulated normalized sequencing for each of the above technologies.
This difference would be expected if normalization mechanisms were involved, because the effects of normalization can be greatly reduced when only one stimulus is present.
In summary, this strategy results in the following advantages: The normalized ranking approach enables comparability across data from different studies, platforms, and analysis methods by removing dependence on absolute values of fold-change, minimizing some of the effects of normalization methods used, and accounting for platform effects.
We then tested the effects of normalization using this plankton sample.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com