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Discuss the concept of multicollinearity in multiple regression analysis. What are its causes, consequences, and methods to detect and mitigate its effects?

Discuss the concept of multicollinearity in multiple regression analysis. What are its causes, consequences, and methods to detect and mitigate its effects?

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