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In order to consider the effects of correlation between random variables, a robust method of sensitivity analysis named correlation coefficient approach is also employed.
The fact that the results produced by PCA and variable ranking approach as considered by random forests are similar is an evidence, as also argued by some authors [51], that the effects of correlation between descriptors mostly affects the interpretation of the model, with only slight effect on its predictive power.
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However, an approach that is based on performing several separate studies of the variation within a number of measurements leads to undesired reduction of accommodation due to the lack of consideration of the effects of correlations between measurements.
To examine the effects of correlations between different HPV types on composite prevalence estimates, the correlations between different HPV types were varied from 0, 0.05, 0.1, 0.2, 0.3 and 0.4.
In addition, the study also considered the effect of correlation between axial load and bending moment due to eccentricity.
In this section, we introduce a new normalization procedure to isolate the effect of correlation between the radiation patterns in reconfigurable antennas.
The effect of correlation between LOS and multipath signals on beamformers is discussed and different numerical simulations are performed to evaluate the performance of these beamforming techniques to mitigate multipath signals for GNSS applications.
For systems in which co-operative displacements of two or more molecules are allowed to occur the effect of correlation between successive jumps vanishes, while the plot of the mobility versus occupancy shows a maximum.
To assess the potential effect of correlation between household members, we calculated the intra-class correlation coefficient [28] for household infection and found that it was ≤0.10, indicating household interdependence did not greatly affect study statistics.
The variance inflation factor (a measure of the increase in model variance due to correlation between variables) was calculated for each exposure of interest to assess the effect of correlation between variables.
The effect of correlation between measures on the RV is important given that there is an increasing interest in developing more "efficient" forms from the same item bank [ 34].
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