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Dealing with Multicollinearity. Remove the one with highest p-value (or smallest absolute t-test--it’s the same thing). neither is significant. Two independent variables are highly correlated (positively or negatively). one is significant. Remove the one with highest p-value.
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Dealing with Multicollinearity Remove the one with highest p-value (or smallest absolute t-test--it’s the same thing). neither is significant Two independent variables are highly correlated (positively or negatively). one is significant Remove the one with highest p-value. Does the model make sense? If yes, leave both in. If no, there could be a computational problem. Remove the one with the highest p-value. both are significant