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Enlarged group reactions to e.g. the compulsory requirements for passing the course should be appreciated as a potential source of distortion in data.
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Considering highly non-linear interactions between TFs and their target genes, we first adopt a non-linear independent component analysis (NICA) method to reduce the non-linear distortion in the data and decompose the data into independent latent components.
Note that this indicates a semantic distortion in the data because the citation name is informed in the publication instead of the complete name of coauthors.
Tests conducted on simulated as well as real datasets indicated that the new algorithm works well and outperforms methods based on global correlation measures, especially when there is substantial noise and moderate distortion in the data.
The two possible last decades of highest life used for comparison were close together to prevent any distortion in the data analysis due to age.
We assume that the speaker characteristics suffer similar distortion in the training data and test data.
For inter-species comparisons expression data from 16,032 common genes and 13 common tissues was normalized using the Global Rank-invariant Set Normalization (GRSN) to reduce systematic distortions in microarray data [ 31].
Some economists saw distortions in the data.
Some of this was because of distortions in the data, but the figures still left economists anxious.
A phantom has been developed which allows the determination of geometric distortions in MR data.
Mr. Rones defends the seasonal adjustments and company birth/death adjustments the BLS uses on the grounds that they correct distortions in the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com