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Among the 41 trSNPs, validation scores of 33 variations (80.5%) were less than 3, while among the 30 snSNPs, validation scores of 23 variations (76.7%) were greater than or equal to 3. The percent of variations of validation score greater than 9 was 7.32% (3/41) for the trSNPs and 35.5% (11/31) for the snSNPs.
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For Table 2, percent of variation explained was calculated using a relative importance measure that averages over orderings of regressors, with confidence intervals based on 1000 bootstraps [43].
Rather than making an explicit determination of which axes hold signal and which hold noise (contra [25]), we have used a simple weighting scheme whereby a coordinate value is multiplied by the percent of variation explained by the axis to which it belongs.
Percent of variation mediated will be determined [ 89].
Scree plot of the percent of variation explained by each principal component.
Results are expressed as the percent of variation compared with control.
Populations were identified by maximizing the among group percent of variation (FCT) as recommended by Dupanloup et al. (2002).
The CIRS explained the highest percent of variation in all scores of the SF-36, except for the Mental Component Summary Score where the variation was not significant.
The CIRS explained the highest percent of variation in all scores, except for the Mental Component Summary score where the explained variation was not significant.
In the mental aspect of HRQOL, the percent of variation explained by the Charlson index was not significant in any of the scales of the SF-36.
We do not recommend the use of Bartlett's test (as presented here) or those based on the cumulative percent of variation explained.
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