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'Assigned or little PCP choice' was one of the seven categories of the variable 'main reason selected PCP,' which varied in magnitude compared to the dichotomous variable, 'insurer assigned a specific PCP' in influencing the models.
This bias appears not to be problematic for the analyses, as in the regression models assessing the determinants of expenditures, sex was not a factor significantly influencing the models (coeff.= 0.9, P=0.42 for costs of medicine and coeff.=0.88, P=0.15 for payments to FD).
If habituation was responsible for these changes, the only significant variable influencing the models would be the time an individual spent in captivity, which was not the case.
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These techniques include heat-maps, box and whisker plots, sensitivity, classification trees, the K-means clustering algorithm and ranking of model parameters' in influencing the model's outcomes.
Sensitivity analysis is also performed to identify important reactions influencing the model predictions for ignition delay times.
Bi-monthly semi-structured interviews with unit managers have been conducted to examine factors and barriers influencing the model implementation.
Cook's distance values, leverage values and standardized residuals were examined to detect cases that might be influencing the model disproportionately.
It was also observed that for some drugs, such as flucloxacillin, the use of SP or XP scoring function influenced the models prediction.
We adjusted for the number of medical visits but did not find that this significantly influenced the models.
By plotting the relation between the first component and both expression levels and AT-content we determined that expression levels did not significantly influence the models (Additional file 8).
Although our measure of acculturation did not influence the models, it may have not been able to reflect the rather complex nature of acculturation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com