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Technology management, resource-based, transaction costs and social capital perspectives are applied in the construction of the model variables of each subsystem or dimension analyzed.
A Bayesian network uses nodes to model variables of interest such as gene activation or environmental perturbation.
In this final model, variables of the three categories i.e. socio-demographics, health determinants and work-related determinants were added in consecutive order.
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Next, we estimated the effect of our model variables on the probability of receiving a priority score during the review process (table S14).
After employing imputations, we have information on model variables for 1,888 of these establishments (94.2%)e.
The means and standard deviations of model variables (concentrations of inflammatory cells, mediators, and tissue damage) were computed at each time point for subsequent analysis.
18 We carried out one way sensitivity analyses of all model variables and of several additional factors likely to influence cost effectiveness.
Logistic regression was used to model variables predictive of an inappropriate admission and length of stay.
Further, the inclusion of cohort membership in the models did not substantially change the significance or magnitude of model variables as predictors of HRQoL outcomes.
AUC is potentially influenced by the number of model variables, as increasing the number of variables can lead to an over-fitted model.
Finally, the regression analysis completed on the WF is not presented here as none of the model variables were significant predictors of variance in WF.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com