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We have conducted a study to investigate the temporal dynamics of a readily quantifiable health sentiment - the intent to get vaccinated against a novel pandemic virus - on an online social network involving more than 100,000 people, and more than 4 million directed relationships among them.
For our variant of transitive reduction, we need to assign weights to the signed edges in the perturbation graph that quantify the strength of the directed relationships.
The reciprocal relationships could represent co-regulation, while the directed relationships could represent direct or indirect causal paths (fru → Sxl or fru → gene → Sxl).
These 12 paths included five reciprocal relationships (e.g., fru → Spf45 and fru ← Spf45) and two directed relationships (fru → Sxl and Sxl → her).
The CIT is comprised of a series of conditional correlation analyses that consider the possible directed relationships between a causal factor (genotype (G)), a potential mediator (methylation (M)) and an outcome (EOC status (Y)).
Likewise, only three out of the 13 directed relationships and four out of the 14 genes in the pathway predicted by Friedman et al. are present in the KEGG pathway [ 2].
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However, each of these offers direct relationships with industry professionals.
While Amazon moves away from direct relationships with publishers, its electronics business has a different problem.
Fans can find the music they like and develop direct relationships with the bands.
The local phone companies have direct relationships with almost every household in the United States.
Vivendi has no significant means yet for establishing direct relationships with customers in the United States.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com