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The overall network is conceived as a set of gene subnetworks, each corresponding to a given gene node g j and its associated parent gene nodes a(g j ) for j = 1 to N. Models that accommodate for potential changes in gene expression and co-expression patterns across conditions are necessary when gene expression data across multiple conditions is used to infer gene networks.
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To accommodate for potential nonlinearities in the relationships between different variables we always used Spearman rank coefficient as a measure of correlation.
We used higher order piecewise polynomials (splines) to accommodate potential changes in the direction of the association across the exposure distribution.
Modern CIP needs to accommodate for the changes in credit files, lack of car/home ownership and frequent address changes this population exhibits.
These results suggest that sampling designs should accommodate for changes in spatial dependence of measured variables.
To accommodate for the potential loss of any clusters during the trial, a fourth service provider was approached in December 2014 and agreed to participate.
Test results were evaluated for a correlation with age using biserial point correlation to accommodate for undiagnosed age-related changes.
Data were collected between December and March and between April and September, to accommodate for daylight savings time changes.
Hierarchical modeling provides a straightforward framework to accommodate adjustments for potential covariates and confounders, both at the subject level (e.g., birth weight, gestational age, gender, etc).
It is essential that society plan for such potential changes so that, if they do occur, appropriate adjustments can be made to accommodate them.
In short, companies need to make deliberate changes to accommodate for scale: if it's working, break it.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com