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This problem can be addressed by modifying either the statistical test or the gene-sets to minimize the effect of redundancy and produce more concise enrichment results.
One of the more interesting observations has been the apparent effect of redundancy in predicted contacts.
In addition, the augmented survival of mast cells deficient in Bak may be an effect of redundancy between the two effector proteins.
These findings suggest that the cluster plays a role in hair cell formation and development, and that there is some effect of redundancy between these miRNA family members.
To quantify the effect of redundancy on the clustering quality, we compared SAMBA, ISA and ENIGMA-M using the F'-measure.
Also duplicated blocks where one of the gene pairs has a KS estimate lower than 0.1 were removed to reduce the effect of redundancy.
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Harland and Wolff enjoyed no such support and suffered a ratchet effect of redundancies in every downturn.
We evaluate performance numerically through assessing the effectiveness and robustness of each system, as well as considering the effects of redundancy, under harmonic excitation.
The effects of redundancy and system behaviour on appropriate levels of safety factors are discussed.
The effects of redundancy on mutation, recombination, the structure of the landscape and the interplay between these ingredients are of particular interest.
Increasing the detail of differentiation in the analysis a step further by performing a multiple regressions involving three dbh-classes enabled conclusions on 1) ontogenetic changes of competitive sensitivity and 2) effects of redundancy or complementarity of the explanatory value of CIs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com