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This is convenient if we have several datasets and they should all be normalized using the same normalization factors.
BOLD image data of N-back fMRI tasks were co-registered to diffusion data, as described previously (Takeuchi et al. 2011c), and then normalized using the same normalization parameter as that used for diffusion data.
Data obtained from the FLS cultures were similarly analyzed on Genespring®, using the same normalization steps and statistical tests.
Corresponding Drosophila organs analyzed on a similar array platform using the same normalization procedure, found similar levels of relative gene activity.
The main function gcRMA converts background adjusted probe intensities to expression measures using the same normalization and summarization methods as RMA (Robust Multiarray Average).
Furthermore, to avoid artefacts arising from different normalization techniques, the raw data from these two datasets were pre-processed using the same normalization strategy.
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For this reason we used the same normalization procedure on all raw two-color array data.
We use the same normalization method as in [ 19], which includes base 10 log-transformation as well as normalization to mean 0 and variance 1.
We used the same normalization and analysis methods to minimize bias while further investigating the cause of qualitative and quantitative differences between RNA-Seq and Agilent oligonucleotide microarrays.
We used the same normalization to find the changes induced by differentiation but then we subtracted the values of probe intensities in monocyte from corresponding probe intensities in macrophage and DCs.
Hershkowitz et al. [ 32] also used the same normalization method, and found that characteristic expression patterns observed in human breast tumors were conserved in 13 mouse breast tumor models.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com