Sentence examples for factor normalization from inspiring English sources

The normalized number of reads by the size factor normalization of each tissue/stage in comparison with the size factor of other tissues/stages and the Median (med) normalization technique implemented in the DESeq package [ 11] were also performed; the Reads Per Kilobases Per Million (RPKM) [ 27] normalization was also independently applied.

This factor normalization is key for the ML decoder to approach the optimal cost-distortion tradeoff at low SNR values.

Notice that the complexity of our two-stage receiver is the same as that of the ML receiver, since the estimation of the input channel symbol reduces to a simple factor normalization.

We agree with this comment (even though we did not use rpkm for size factor normalization).

Similar to edgeR, a scaling factor normalization procedure is carried out to account for the varying sequencing depths of the different samples and the Benjamini Hochberg procedure is used to control the FDR.

2) Differential expression analysis should be done according to today's best practice, which includes normalization of the data that accounts for differences in sequencing depths between samples (i.e. size factor normalization [see DESeq2] rather than rpkm).

3 gene normalization factor.

DEseq package was used to estimate differential gene expression, performing a negative binomial distribution and a shrinkage estimator for the distribution's variance and size-factor normalization [ 72].

A scaling factor for normalization of remaining code counts was calculated and applied as described above for positive control normalization.

The finding implied that O2 supply was the important factor for normalization of extracellular K+.

An important factor for normalization is the use of stable reference genes.