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The elastic net constraints set some coefficients in the model exactly to zero because of the model's geometry, thus performing variable selection, and also simultaneously stabilises the coefficient estimates in the presence of substantial correlation between the CEIP.
The calculated intra-class correlation coefficient was 0.6, indicative of substantial correlation.
Effects of long-range transported PM2.5 were similarly modified by obesity (results not shown), obviously because of substantial correlation between PM2.5 and long-range transported PM2.5.
1. Well noticed lack of substantial correlation between "biological importance", however measured (see especially the recent thorough work of Wang and Zhang [ 29]).
In case of substantial correlation (r >0.50) a decision was taken which of the variables in the pair was to retain for a final model.
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In case of substantial correlations, we applied regression analysis.
The absence of substantial correlations between the magnitude of the antibody and CD4+ T-cell responses to vaccination was not unexpected.
Nonetheless, our findings indicate that it may not be necessary or cost effective to collect a large battery of performance tests, in part because of substantial correlations among the tasks.
Correlations between DTSQ items and SF-36 scales were examined to assess convergent construct validity, based on substantial correlations of related items/scales reported in the literature.
This is especially so in view of the substantial correlation between use of expertise and overall effectiveness, and raises the question of what exactly is meant by the term "expertise" in relation to problem-based learning.
In case of such substantial correlation a decision was taken which of the variables in the pair was to retain for a final model.
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