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Finally, a sensitivity analysis was performed to assess the impact of each correlating variable on the amount of produced gas.
Univariate analyses showed significant associations with the numbers of sick leave days, including situations where the variable under study was actually reflecting the effect of another, correlating variable.
Also, a trial and error method can be used to eliminate any correlating variable that does not improve the performance of the correlation significantly (Chew and Connally 1959).
Finally, we find that dimensionless strength is a powerful correlating variable in determining aggregation efficiency.
This is an indication that additional correlating variable may not necessarily improve the performance of a model.
This result is followed by the functional form that incorporates R sb as the additional correlating variable.
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For each of the PVT properties considered in this paper, more than one functional form, that is, combination of correlating variables has been used in the literature.
These changes consisted of correlating variables with very large modification indexes.
Correlating variables can confound models as it is difficult to ascertain, which variable makes the greater contribution (Kinnear and Gray, 2007).
Results from spatially correlated variable aperture fields can be significantly different from random fields.
The ability of Random Forests to handle correlated variable comes in handy in our case because for example features such as hydrophobicity and hydrophilicity are obviously related.
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