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For the combined regression model of growth against all functional traits, environment/ontogenetic variables, and survival estimates, the optimal model selected by the stepAIC function in R [35] contained 30 coefficients (Table 2).
Thus the biological (health) and social appraoches lost significance in this combined regression model.
In the combined regression model of IL-6 and HGF, sensitivity was improved to 72.0% and specificity remained high at 89.9%.
We also provide further details on the combined regression model we used to estimate the odds ratios of marginal smoking and concordance with respect to various predictors.
Since the component constructs of motivation to change (readiness, importance, and confidence) are not highly correlated and predict independently in a combined regression model, they could be measured and used separately in research and practice.
In a combined regression model including socio-demographic, familial and criminological first arrest characteristics, only comorbid ADHD and OD D/CDsignificantly predicted persistent high offending as compared to occasional offending.
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Combined regression models including all available genotypic, nutrient and biochemical variables against miR-21 expression were also conducted in the primary cohort.
For time dependent covariates, Cox extended models were also used with time-varying variables in simple regression models and in combined regression models with both fixed and time-dependent variables.
When there was 10%% difference in the survey specific PRs, an interaction term between male circumcision and year of the survey was introduced in combined regression models for each of the sexual risk behaviours to further test if the survey period was important.
We also estimate combined regression discontinuity difference-in-differences models that take into account discontinuities around age thresholds caused by factors other than cost-sharing.
The rankings and regression coefficients for the combined Ridge regression model are presented in Additional file 8: Table S4.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com