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After controlling for the general factor, three specific factors explained a small portion of variance in well-being.
In a multiple regression analysis, neither the change in fat mass nor any of the hormonal parameters explained the significant portion of variance of plasma leptin during the treatment.
The portion of variance explained by personality was similar to, and sometimes larger than, that explained by competencies.
Figure 1 Most discriminating plots PC1 vs. PC5 (PC1 explains the largest portion of variance in the data) using original grouping.
Specifically the ith communality tells us the portion of the variance of (Y_i) explained by k common factors and ith uniqueness tells about the portion of variance of Y ((Var (Y_i) )) explained by the ith specific factors.
This high declared portion of variance is not unusual, as the Australian AR-DRG-system from 1998 already showed a reduction in variance (RIV) of 68%, and the English PbR costing system also showed a RIV of over 80% in 2007 2008 [34] 34]. Figure 4 R² over time (based on each year's G-DRG system), Source[6, 22, 25 30].
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A two-step SA was performed using global techniques: the Morris screening method for qualitative ranking of parameters was first used, followed by the eFAST variance-based method, which attributes portions of variance in the model output to each parameter.
Measured and unmeasured, site-specific effects accounted for large portions of variance in model predictions (ρ = 0.086 to 0.255), indicating that spatial autocorrelation was a major component of water quality outcomes.
With initial levels of maternal adjustment, demographic parameters, and follow-up interval controlled, concurrent levels of daily stress accounted for significant portions of variance in maternal adjustment at follow-up for both illness groups.
This approach allows for the portioning of variance and covariance between each of the levels.
For the other subscales, the models explained portions of variance ranging between 15 26%, except for the RE subscale which appears to be unaffected (R2 = 0.043).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com