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Imagine you are advising a friend who wants to use simple linear regression to predict future sales of their small business. Though linear regression has

Imagine you are advising a friend who wants to use simple linear regression to predict future sales of their small business.

Though linear regression has great predictive value, what cautions would you offer them regarding its limitations

?

What drawbacks might come from exclusively relying on linear regression to predict future sales?

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