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The higher the validity coefficient (the coefficient for the correlation between the predictor value and the criterion value), the narrower the ellipse is and the more qualified submissions that are accepted.
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We used the Spearman's rank correlation to explore the correlations between the predictor variables.
Variable selection techniques and the magnitude of the variance inflation factor were used to adjust for multicollinearity due to the correlation between the HPAT-Ireland predictors.
The key parameters for this factor are the correlation between the two measures and the variance ratio of the dependent measure on the predictor.
The correlation between the ACGT-skew and this predictor is 0.24 (n = 14195).
The correlation between the IR and the potential accuracy of a predictor was evaluated.
We determined the correlation between the outcome variable (proMMP-1, active MMP-1 or IL-8) and each predictor while controlling for the effect of all the other predictors.
The correlation between the categorical variables, absolute number and ratio of positive nodes, was relatively small and thus both variables were independent predictors for survival.
The correlation between the ABS450 and FRAP values was also high (r = 0.83) in Indian honeys [22], which indicates that ABS450, DPPH and FRAP values are good predictors for antioxidant properties of honey.
GLS is an extension of ordinary least squares (OLS) estimation, but allows for correlation between the predictors, an assumption of OLS [ 33, 34].
Correlation between the predictor variables x1 and x2 is indicated by ρ x1, x2).
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