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The conditional CDFs of (9) have been developed when fitting the dependent model; thus, they can be used directly in the simulation process.
Results showed the worst case performance of the robust model was approximately 200% better than the non-robust model; thus, they concluded that robust portfolios were more apt to withstand noisy data.
It should be noted that the gas supply cost of the power plants is included in their variable cost, which is implicitly incorporated within their energy offer prices in the electricity model; thus, they are not included again in the objective function of the gas optimization problem.
Removing the individuals that had large residuals did not change the significance of the other variables of the model; thus, they were kept in the model.
The two time points selected represent the innate and adaptive immune response phases, respectively, in the disease model, thus they were chosen to mimic these changes in the parental C57BL/6 mouse.
GA was entered as a categorical variable by completed week with 39 40 weeks GA as the reference group; preliminary models demonstrated no significant differences between 39- and 40-week infants in any model, thus they were grouped together.
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Variables such as gender, prevalent hypertension, dyslipidemia, or smoking status were not associated with mortality in univariate models, thus they were not considered further in our multivariable analysis.
Note that models SIM and RC are nested within model FF (for example, setting β zy to zero in model FF renders it the same as model SIM), thus they have been boxed together.
The residual analysis of the Cox regression model for disability strata detected two observations (one in each stratum analysis) that affected model fit; thus, they were considered outliers and removed from the final analysis.
Boolean networks are dynamic models and thus, they require time-series data as input ("reverse engineering") and generate such data as output ("simulation").
Human and mouse blood VEGF were lower than the detection limit in these models, and thus they were of little concern.
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CEO of Professional Science Editing for Scientists @ prosciediting.com