The phrase "all of the normalization" is correct and usable in written English.
It can be used when discussing processes or methods related to normalization in various contexts, such as data analysis or statistical methods.
Example: "In our study, we applied all of the normalization techniques to ensure the accuracy of our results."
Alternatives: "all normalization processes" or "the complete normalization".
Low threshold values were comparable for all of the normalization methods, and were 3.40 log2 (normalized counts + 1) for TC, 3.59 for UQ, 4.52 for Med, 3.68 for TMM, 3.42 for DESeq, 3.77 for Q, 1.33 for RPKM, and 3.32 for the un-normalized read count data.
Second, we selected non-treated samples as controls and used the net MFI values to compute the normalization factors by dividing the net MFI of all of the normalization microspheres in the control sample by the net MFI of the corresponding normalization microspheres from treated samples.
The comparison of AUCs at all possible combinations of sp and m shows that the BHM method has the highest median value and the smallest variance among all of the normalization methods evaluated in this study.
One of the purposes of normalization is to align the distribution of read counts across samples [ 6, 21, 22]; however, not all of the normalization methods successfully met this goal.
All of the normalizations performed on rma background corrected data as well as bg_vsn display a relatively high -log10 p-value) for a relatively high proportion of low between group variability values leading to a high scattering of observations in these regions.
What follows is therefore a limited model, from which propositions spring, rather than a general theory intended to encompass all aspects of the normalization of complex interventions.
To stabilize the variation of data from all the chips, normalization of the raw data was performed using GC-RM A Gene Chip Robust Analysisralgorithmis) algorithm [ 42].
Third, we computed an intra-sample normalization factor for each pool by taking the median of the normalization factors of all the normalization microspheres across each pool.
Third, we computed an inter-sample normalization factor for each sample by taking the median of the normalization factors of all the normalization microspheres across each sample.
Dr. Wolfensberger popularized the concept of the Normalization Principle.
