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For each of the independent variables included in the regression models, we checked for the presence of multicollinearity by calculating variance inflation factors and tolerances [32].
For all models, we checked for any potential collinearity problems between the variables.
Before running the models, we checked the distributions of the response and all predictor variables.
To use the Cox proportional hazards models, we checked the validity of the proportional hazards assumption.
Previous to the implementation of statistical models we checked for the proportional hazards assumption of all variables.
In both models, we checked whether a quadratic term for mothers' age was still required; in both cases, the model with a linear term only was adequate.
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To verify the simulation model we checked every step of simulation model by company experts.
"When we went to do this model, we checked what we could do — taxis, private cars, etcetera.
Note that before running the model, we checked the internal consistency and reliability of three statements, Trust, Influence and Search, whether the set of variables measures a single item.
After estimating the model, we checked for the endogeneity of ( {HRE}_l ) by looking at the Wald test of exogeneity, which in the case of a single endogenous variable reduces to testing the null hypothesis of no correlation (rho) between the error terms of the first and second equations, ( {varepsilon}_{icl} ) and ( {v}_{icl} ).
Should we state that, after pre-designing this mathematical model, we checked whether it would fit experimental data on thymus replenishment following sublethal γ-ray radiation [24].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com