remove the one with highest p-value (or smallest absolute t-test--it’s the same thing)

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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. - PowerPoint PPT Presentation

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Remove the onewith highest p-value(or smallest absolutet-test--it’s the samething).

Remove the onewith highest p-value.

neither is significant

one is significant

Does the model makesense? If yes, leave bothin. If no, there could be acomputational problem.Remove the one with thehighest p-value.

both are significant

Two independentvariables arehighly correlated(positively or negatively).

Dealing with Multicollinearity

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