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PCA looks for linear combinations between attributes to remove their individual dependency (noise) and to reduce the original data.
At this point, individual dependency graphs [ 3] relate to a single pairwise comparison of experimental conditions and are more or less multivariate depending on what additional data were incorporated with the original gene expression profiles.
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Therefore, no intra-individual dependency was demonstrated.
Though the EU is Russia's largest customer, individual countries' dependency (see chart) has undermined the union's collective bargaining power.America is also supporting Georgia's demand for a tough non-recognition policy towards South Ossetian and Abkhaz independence.
Our effectiveness should be assessed, in part, by the per-person cost of moving individuals from dependency to self-sufficiency.
It is proposed to control the relative deviation (from the original model) GTP characteristics - individual parameters dependencies from PSM.
Overall, this study highlights the importance of stars in cumulative knowledge generation, but also shows the limits of self-referencing and individual path-dependency.
Repeated measurements of the same individuals imply dependency in data.
Repeatedly measured P-ADL functioning for the same individuals implies dependency in data.
This environment can positively affect morbidity and mortality, and aging individuals' increased dependency can be met with the establishment and maintenance of supportive relationships in a socially cohesive network of neighborhood resources [ 12- 14].
We have developed MINER (Microarray Interactive Network Exploration and Representation), an application that combines multivariate non-linear tree learning of individual gene regulatory dependencies, visualisation of these dependencies as both trees and networks, and representation of known biological relationships based on common Gene Ontology annotations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com