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Although modeling approaches are not a significant factor based on the ANOVA tests, models containing interaction terms can increase the adjusted R-squares for nearly all tested conditions and the maximum improvement can reach 31%.
Models containing ≥4 variables and models containing interaction terms either did not converge or showed evidence of multicollinearity.
Single level linear regression models stratified by welfare regime and multilevel regression models, containing interaction terms between socioeconomic position and welfare regime type, were calculated.
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Hazard ratios and 95% confidence intervals from these models containing interactions are presented by glycaemia intervention arm or episode of hypoglycaemia.
However, since this procedure may choose models containing interactions without corresponding main effects, the models have been corrected for this and further evaluated and reduced to include models with significant main effects and appropriate corresponding interactions.
The models contained interaction terms concerning medical school group (entered as a factor variable), where the baseline category was varied.
A model containing interaction terms implies that both the estimated odds ratios and their corresponding confidence intervals vary as the values of the effect modifiers vary.
These simplified models contain interactions between CG beads analogous to potentials found in typical molecular mechanics force-fields such as CHARMM (Brooks et al. 1983) or AMBER (Case et al. 2004).
It is considered that interaction in this model contains interaction between k students – teachers, (2) students - students and (3) students – learning materials and tasks.
Where missing values caused non-orthogonality, the car package (Fox and Weisberg, 2011) was used to perform ANOVA with Type II sums of squares, returning correct F-ratios for main effects in models containing an interaction.
No models containing the interaction between temperature and length ranked among the top models.
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