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Goodness-of-fit was measured by means of both the explained fraction of total variation and the explained fraction of systematic variation.
The contribution of each set of covariates was estimated by the change in the HRs, that is, explained fraction calculated by the formula (HRmodel 1 − HRextended model)/(HRmodel 1 − 1) [ 42].
Three performance measures were used to assess the O-PLS-DA models: CV-ANOVA for assessing their reliability; RY, which describes the explained fraction of variation by the non-orthogonal component for the group status variable; and QY, which is a measure of the predictability of the model.
After controlling for psychosocial stress, the odds ratio of single mothers' moderate smoking (< 20 cig./day) decreased slightly from 1.75 to 1.66 (explained fraction XF = 12.0%) and with respect to heavy smoking (≥ 20 cig./day) more pronounced from 2.56 to 2.01 (XF = 35.3%).
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The percentage of single mothers' odds for moderate and heavy smoking explained by psychosocial stress (explained fractions XF) was calculated using the common formula [ 26]: XF = (OR baseline model – OR extended model)/((OR baseline model) -1).
You can explain fractions even to heavy drinkers.
This could explain fractions of agricultural lands larger than the municipality in our data set.
It is not explained which fraction is memory area and which is logic area.
The variation due to litter explained a fraction of 0.07±0.009 of the total variation, much smaller than the genetic.
Additionally, high cumulative precipitation during the study period possibly explained a fraction of dengue endemic in Singapore as heavy precipitation created abundant outdoor breeding sources.
These QTL explained 0.07 0.15 fractions of the phenotypic variance for the method/dataset combinations where they were observed.
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