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The main goal of this paper is to describe proposed stiffness reduction model with the focus on the identification of model coefficients on the basis of unidirectional tensile experiments.
Hosmer-Lemeshow Goodness of Fit test was nonsignificant (P = 0.956) indicating fit of model, Omnibus Test of Model Coefficients on step 2 was significant (P = 0.001), and Nagelkerke R Square was 0.408.
To compare alternative models, we used a cross-validation approach in which we fit model coefficients on half the data set (training set) and assessed model predictions against the other unseen half (test data set) to estimate a cross-validated R (Experimental Procedures).
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The impact on the model coefficients of removing the three most influential data points, as assessed by their Cook's statistic [ 59], was determined to not have a substantial influence on the model outputs (results not shown).
Hence, BS results are expressed as percentage increase in risk associated with an increase of 10 μgm-3 ((eB*10-1)*100, where B = model coefficient) on any individual day within the lag period.
In addition, data for several individual-level covariates examined in sensitivity analyses were limited to a subset of the entire cohort, and as a result risk estimates for these models were less precise, owing to decreased sample size; however, these factors did not appear to have an important impact on model coefficients for PM2.5.
The authors employed this procedure to develop a model characterising the effects of time resolution on the model coefficients for a large food processing plant and a 'high-tech' factory.
As researchers move toward multipollutant approaches, we must recognize the potential effects on model coefficients depending on the relationships that exist between pollutants and their errors.
On their own, the effect that the different model coefficients have on participation rates is difficult to interpret because they are expressed in logits.
These models optimize the local value of the model coefficients based on the dynamics of the resolved scales.
The model coefficients depend on the kind of assumptions with respect to the flow profile and to the wall heat transfer mechanism.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com