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Sentences for "collinearity "
Due to the small number of cases and the possibility for collinearity in the predictor set, subset regressions were also run first with only age and year entered, then only gender and year entered, then only the set of occupational dummies and year entered.
Significant collinearity was present only for the analyses that included both white and red wine intake.
Regression evaluation of the color/age collinearity for either dose or mean concentration is consistent with this effect (eigenvalue, age = .
Small eigenvalues are consistent with collinearity between the covariate factors, and thus these values are indicative of an age/color collinear condition.
We also suggest that for VPA there appears to be effects of collinearity between age and hair color, and possibly dose and hair color.
To avoid collinearity and create a more robust model, poverty rate was dropped from the final multivariable regression model, percentage of teaching hospitals was dichotomized, assigning a value of 1 to states with 5% or more teaching hospitals.
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