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First, it only uses the most significant genes and discards the others, thus resulting in information loss of marginally significant genes.
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To this end, we ranked all probe sets according to their absolute significance score and used the most significant 200 probe sets of each of these pairwise comparisons to generate the Venn diagram.
This process usually involves obtaining statistical significance for each vocabulary term and using the most significant terms to describe a given set of biological entities, often associated with weights.
Thereafter, factorial analysis was performed using the most significant factors, obtained from Box-Behnken analysis.
We used the Most Significant Change technique to gather data on the impact of a leadership course on 18 Pacific Islanders who completed a Master of Education (Educational Leadership).
Based on the results of each experiment, we developed a simple model that used the most significant drivers of participant performance.
The calculated value is then corrected by multiplying with a strength reduction factor (R_{v}) developed through a multi-level regression analysis of test data using the most significant variables.
As the experiments will show, the synergy of the different paradigms and techniques combined by the presented algorithm allow to obtain very accurate models using the most significant input variables.
Using the most significant SNPs may not increase prediction either.
A conditioned analysis was performed using the most significant SNP, MARC0033464, as a fixed effect.
Unisequences showing significant similarity (E-value <= 10-4) to database entries were annotated using the most significant matches.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com