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Data for many probesets in a given expression microarray dataset are comprised of noise but little or no biological signal.
In addition, as stated in Audic's paper, more reliable inferences will be made on transcripts corresponding to larger absolute frequencies detected and the absolute frequencies is proportional to the sampling size N in a given expression level [70].
In a given expression profile, the distance matrix is constructed between gene sets and illustrated as a dendrogram.
To determine the specific function of miRNA in a given expression set both the combined predictions and overrepresentation testing of significant miRNA targets is required.
Using functional gene sets, PathCluster can identify the putative associations between molecular functions, thereby providing clues on coordinated action of specific functions in a given expression profile.
For some prognostic gene lists, there were genes that could not be mapped to a probe in a given expression data set.
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However, as Robbins (2005) points out, this observation can at best lead one to conclude that understanding a suitably large set of complex expressions in which a given expression occurs as a constituent suffices for understanding the constituent itself.
The second part of the framework is a crowdsourcing process designed to ask annotators to identify the facial-expression present in a given face image.
The desire to transform human relations is given expression in a far larger number of works.
First, transcript levels of each gene in a given gene expression profile are shuffled.
In a given sample, expression values for genes were truncated if values exceeded the 0.01 and 0.99 quantile.
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