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Additionally, the inclusion of an interaction term with smoking was examined using a binary definition of smoking history (ever/never smoker) and inspecting the variance explained and a likelihood ratio test P-value (using a P < 0.2 criterion, as the examination of interaction effects is based on de facto underpowered analyses).
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When inspecting the variances, one sees that EMtree is the only quartet input method that preserves low variances in all cases (global methods are the ones presenting lower variance, though).
Furthermore, we inspected the variance inflation factors (VIFs) of the variables to assess the effect of multicollinearity.
Finer-grained detail about the country-specific discriminating power of the HRL indicator became evident when we inspected the variance of the discrimination parameter (c_{gi}) across items given country g (Table 7).
This chart is able to detect two-sided mean shifts and increasing variance shifts by inspecting the absolute value of sample mean shift.
To account for possible temporal pseudoreplication and variance heterogeneity through time, we tested models with different correlation and variance-covariance structures by inspecting the AIC [50].
Normality and constancy of variance of the data was evaluated by inspecting the histograms.
Principal component analysis (PCA) was conducted to visually inspect the distribution of gene expression variance among arrays within and between experimental conditions.
If the trait architecture is unknown e.g. for novel traits which only recently received attention in breeding, we suggest to inspect the distribution of the genetic variance explained by each chromosome for guiding model selection in WGP.
Convergence was monitored by inspecting trace plots of the variance parameters.
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