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As a result of correlation analysis, there are six independent variables are highly correlated with Density.
Bianchi et al. report that these variables are highly correlated, with May–June flow accounting for 95% of the variability in May–June nitrogen load.
Since many gait variables are highly correlated with walking speed [C.
When variables are highly correlated, regression analysis is less useful, especially with only 11 elections to evaluate to differentiate between them.
Taguchi's design of experiment (DoE) method was used to screen variables, as process variables are highly correlated this poses difficulty to fill in the design matrix of Taguchi's DoE method.
Variable selection for NIR spectroscopy must face two problems: (1) the huge number of variables yields a very large solution space; (2) variables are highly correlated, and if no special attention is paid the model built on the selection may be ill-conditioned.
The association between sending remittances and return seems to be confounded with income, as the two variables are highly correlated.
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If two independent variables were highly correlated (correlation coefficient >0.6), only one variable was included in the analysis (see Additional file 1).
Where variables were highly correlated (Pearson correlation coefficient >0.9) the most statistically significant or biologically plausible variable was selected.
Since tKt/V was the sum of pKt/V plus rKt/V, the two variables were highly correlated with the estimated correlation coefficient of 0.388 (p-value < 0.001).
All three total content variables were highly correlated within a given tissue while significant correlations between tissues were only observed for concB and concK.
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