Question: Explain why multicollinearity is a problem for researchers who are hoping to test whether specific explanatory variables impact the response (i. e., confirm a theory).

Explain why multicollinearity is a problem for researchers who are hoping to test whether specific explanatory variables impact the response (i. e., confirm a theory). Then explain why multicollinearity is not a problem for researchers who are trying to develop a model that accurately predicts their response.

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