Linear Regression – Cons[1]

Only Linear Problems

Ordinary Least Squares won’t work well with non-linear data. If you are not sure about the linearity or if you know your data has non-linear relations then this is a giveaway that most likely Ordinary Least Squares won’t perform well for you at this time.

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