Exact(4)
It incorporates normalization and statistical tools along with flexible importers to enable analysis and visualization of gene expression, proteomics, and metabolomics data.
Therefore, the χ measure incorporates normalization by the average of all images, and the modulation measure scales the images by their standard deviations, allowing for more robust classification schemes.
As our parameters represent the relative expression levels in the sample, BitSeq implicitly incorporates normalization by the total number of reads or the RPKM measure, as Was done when generating the results in this publication.
A comprehensive model that incorporates normalization, batch effect correction, and other important factors such as tissue heterogeneity might lead to a better result as proposed for gene expression microarray [ 32].
Similar(56)
In contrast, other approaches incorporate normalization and statistical inference into a unified model [ 29, 35].
An ANOVA framework, however, also allows for a more complicated experimental model that can incorporate normalization and multiple biological conditions.
It would be useful to examine the sensitivity of the method for different normalization procedures, or perhaps consider the possibility of incorporating normalization into an integrated model.
Melting data were analyzed using specific software, incorporating normalization of pre- and post-melt regions, temperature shift adjustment, and calculation of difference curves.
This rating is adjusted by using the cumulative and organ system specific adverse effect ratios which incorporates internal normalization in order to compare patients.
This logical progression from normalization to analysis is not mandatory, as some analysis methods incorporate normalization directly into the analysis process.
Our emphasis on capturing FLcDNAs and ESTs from cDNA libraries representing herbivore-, wound- or elicitor-treated induced spruce tissues, along with incorporating normalization to capture rare transcripts, resulted in a rich resource for functional genomics and proteomics studies.
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