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These are often based on statistical associations rather than on "cause and effect".
Resources for inferring functional effects for "-omics" big data are largely based on statistical associations between observed gene expression changes and predicted functional effects.
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The inclusion of variables in the final models was based on statistical association with the outcome of interest (p < 0.05) or evidence of confounding.
These include the low proportion of heritability explained by the genetic variants identified, which has been found to be lower than 10% for most phenotypes, 4, 40 and the fact that the results are based on statistical association and do not provide functional insights.
These variables are not independent and therefore some basic model selection (based on statistical significant associations p value <0.05) was used to determine the choice of variables included in model (C).
Based on statistical arguments the association between individual asymmetry and DS is presumed to be weak [ 10- 15].
We identified the presence of an association based on statistical significance.
Finally, our results lack genome-wide significance, that is, they do not meet the conservative threshold of significance needed to unequivocally prove association based on statistical evidence alone.
Evidence was based mainly on statistical association of chromatin marks with expression levels of associated genes.
Indeed, associations identified based on statistical analyses can be used to inform the parameters used in process-based models, and process-based models can conversely identify field studies that might be useful.
The methods for the solution of data association are based on statistical procedures such as Nearest Neighbor (NN) [2] or Joint Compatibility Branch and Bound (JCBB) [22, 25].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com