A collinearity problem occurs when a component associated with a high
condition index contributes strongly (variance proportion greater than about
0.5) to the variance of two or more variables.
each line in the collinearity diagnostics table is about a component. Condition indexes inferior to 10 are not high.
It also says:
There are no formal criteria for deciding if a VIF is large enough to affect the
predicted values.
PG
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ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.